Task ID,Occupation (O*NET-SOC Title),Task,User ID,Date,Self-reported Expertise,Automation Desire Rating,Time,Core Skill Rating,Job Security Rating,Enjoyment Rating,Reasons for Automation Desire - Free Time,Reasons for Automation Desire - Repetitive,Reasons for Automation Desire - Human Error,Reasons for Automation Desire - Stress,Reasons for Automation Desire - Difficulty,Reasons for Automation Desire - Scale,Physical Action Requirement,Interpersonal Communication Requirement,Involved Uncertainty,Domain Expertise Requirement,Human Agency Scale Rating,Reasons for Human Agency - Physical,Reasons for Human Agency - Control,Reasons for Human Agency - Domain Knowledge,Reasons for Human Agency - Empathy,Reasons for Human Agency - Quality Oversight,Reasons for Human Agency - Dynamic,Reasons for Human Agency - Ethical,Other Reason for Automation Desire,Other Reason for Human Agency
2587,Customer Service Representatives,Review insurance policy terms to determine whether a particular loss is covered by insurance.,9215f6fc-81e2-40e1-96db-3ac70cab4091,2025/2/25,Average,1,1,1,1,1,False,False,False,False,False,False,5,5,2,5,5,True,True,True,True,True,True,True,FALSE,
2591,Customer Service Representatives,"Recommend improvements in products, packaging, shipping, service, or billing methods and procedures to prevent future problems.",9215f6fc-81e2-40e1-96db-3ac70cab4091,2025/2/25,Average,1,5,5,5,2,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,True,True,True,FALSE,
55,Medical and Health Services Managers,"Maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options.",a17b322e-3134-475c-a652-89f27b3a9946,2025/1/21,Expert,2,1,4,1,3,False,False,False,False,False,False,2,2,2,5,3,False,False,True,False,True,False,True,FALSE,
2578,Customer Service Representatives,"Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.",533a6bf0-9958-4892-8777-44108350b9be,2025/1/21,Average,4,1,1,1,2,False,True,False,True,False,False,1,3,2,2,1,False,False,False,False,False,False,False,,FALSE
2580,Customer Service Representatives,Check to ensure that appropriate changes were made to resolve customers' problems.,533a6bf0-9958-4892-8777-44108350b9be,2025/1/21,Expert,2,2,2,4,2,False,False,False,False,False,False,3,2,2,2,3,False,True,True,False,True,False,False,FALSE,
2581,Customer Service Representatives,Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.,533a6bf0-9958-4892-8777-44108350b9be,2025/1/21,Expert,4,1,3,2,1,False,False,True,True,True,False,3,2,3,2,3,False,True,True,True,True,False,False,,
2583,Customer Service Representatives,"Determine charges for services requested, collect deposits or payments, or arrange for billing.",533a6bf0-9958-4892-8777-44108350b9be,2025/1/21,Average,4,1,1,4,1,False,True,True,True,False,False,3,1,2,2,1,False,False,False,False,False,False,False,,FALSE
2584,Customer Service Representatives,"Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.",533a6bf0-9958-4892-8777-44108350b9be,2025/1/21,Average,4,2,3,2,2,False,True,True,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,,FALSE
2582,Customer Service Representatives,Refer unresolved customer grievances to designated departments for further investigation.,533a6bf0-9958-4892-8777-44108350b9be,2025/1/21,Expert,5,1,1,1,1,False,True,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
2579,Customer Service Representatives,"Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.",533a6bf0-9958-4892-8777-44108350b9be,2025/1/21,Expert,2,1,1,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1411,Mechanical Engineers,"Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.",9f48da63-2e55-413d-a8b4-ec18e410eb36,2025/1/21,Novice,5,1,1,1,1,False,False,True,False,False,False,5,2,5,5,1,False,False,False,False,False,False,False,,FALSE
20736,Mechanical Engineers,"Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations.",9f48da63-2e55-413d-a8b4-ec18e410eb36,2025/1/21,Novice,3,2,3,3,3,False,False,True,False,False,False,3,2,4,4,3,False,True,True,False,False,False,False,,
20737,Mechanical Engineers,"Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software.",9f48da63-2e55-413d-a8b4-ec18e410eb36,2025/1/21,Novice,3,2,3,3,2,False,False,False,False,True,False,5,1,2,4,1,False,False,False,False,False,False,False,,FALSE
1777,Editors,"Read copy or proof to detect and correct errors in spelling, punctuation, and syntax.",32176135-796f-4d69-811a-b26a9dfc0c3c,2025/1/21,Expert,4,3,4,2,1,False,False,True,True,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
1780,Editors,"Verify facts, dates, and statistics, using standard reference sources.",32176135-796f-4d69-811a-b26a9dfc0c3c,2025/1/21,Expert,4,2,5,1,1,False,True,False,True,False,False,1,1,3,1,2,False,False,False,False,False,False,False,,FALSE
1786,Editors,"Read, evaluate and edit manuscripts or other materials submitted for publication, and confer with authors regarding changes in content, style or organization, or publication.",32176135-796f-4d69-811a-b26a9dfc0c3c,2025/1/21,Average,1,3,5,4,1,False,False,False,False,False,False,1,5,3,5,5,False,True,True,True,True,True,True,FALSE,
1782,Editors,"Develop story or content ideas, considering reader or audience appeal.",32176135-796f-4d69-811a-b26a9dfc0c3c,2025/1/21,Expert,1,4,5,5,4,False,False,False,False,False,False,1,1,5,5,5,False,False,True,False,True,True,True,FALSE,this task requires lived human experiences
1776,Editors,"Prepare, rewrite and edit copy to improve readability, or supervise others who do this work.",32176135-796f-4d69-811a-b26a9dfc0c3c,2025/1/21,Expert,3,2,4,4,1,True,False,False,True,False,False,1,5,2,5,4,False,False,False,True,True,True,True,,
1783,Editors,"Oversee publication production, including artwork, layout, computer typesetting, and printing, ensuring adherence to deadlines and budget requirements.",32176135-796f-4d69-811a-b26a9dfc0c3c,2025/1/21,Average,5,4,3,3,1,True,True,False,False,False,True,1,2,3,1,4,False,True,False,True,True,True,False,,
21000,Editors,"Write text, such as stories, articles, editorials, or newsletters.",32176135-796f-4d69-811a-b26a9dfc0c3c,2025/1/21,Expert,1,4,5,5,4,False,False,False,False,False,False,1,1,3,5,3,False,False,True,True,True,True,True,FALSE,
1779,Editors,"Plan the contents of publications according to the publication's style, editorial policy, and publishing requirements.",32176135-796f-4d69-811a-b26a9dfc0c3c,2025/1/21,Expert,1,5,5,4,4,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
1781,Editors,Review and approve proofs submitted by composing room prior to publication production.,32176135-796f-4d69-811a-b26a9dfc0c3c,2025/1/21,Average,3,3,4,1,1,True,True,False,True,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
1785,Editors,"Assign topics, events and stories to individual writers or reporters for coverage.",32176135-796f-4d69-811a-b26a9dfc0c3c,2025/1/21,Expert,1,2,4,3,2,False,False,False,False,False,False,1,5,4,5,5,False,True,True,True,True,True,True,FALSE,No human wants AI to assign it work
19004,Computer Network Support Specialists,Back up network data.,f5ebd9c8-d0f3-4e08-8027-5680268d073d,2025/1/21,Average,2,1,1,4,1,False,False,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
18991,Computer Network Support Specialists,Configure security settings or access permissions for groups or individuals.,f5ebd9c8-d0f3-4e08-8027-5680268d073d,2025/1/21,Average,3,2,3,3,2,True,False,False,False,False,False,2,2,2,3,3,False,True,False,False,False,False,False,,
18993,Computer Network Support Specialists,Document network support activities.,f5ebd9c8-d0f3-4e08-8027-5680268d073d,2025/1/21,Average,4,3,2,2,1,True,False,False,False,False,False,1,4,1,3,2,False,False,False,False,False,False,False,,FALSE
19002,Computer Network Support Specialists,Troubleshoot network or connectivity problems for users or user groups.,f5ebd9c8-d0f3-4e08-8027-5680268d073d,2025/1/21,Average,1,3,3,4,4,False,False,False,False,False,False,1,4,5,5,4,False,True,True,True,False,False,False,FALSE,
19011,Computer Network Support Specialists,Research hardware or software products to meet technical networking or security needs.,f5ebd9c8-d0f3-4e08-8027-5680268d073d,2025/1/21,Average,3,2,1,1,1,False,True,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
21049,Computer Programmers,Develop Web sites.,788a168b-6694-46f6-8493-e757b2f715b3,2025/3/23,Average,4,1,3,4,2,False,True,False,False,False,False,2,3,3,3,4,False,True,True,False,False,False,False,,
21520,Accountants and Auditors,Report to management regarding the finances of establishment.,9aef09c6-ccfd-4dc0-a578-1ae21f7450a1,2025/1/21,Expert,4,1,3,3,4,False,False,False,False,False,True,3,4,3,5,5,True,True,True,True,True,True,True,,
16157,Information Technology Project Managers,Monitor or track project milestones and deliverables.,231576cd-4cc2-4dee-91cb-6bb0105d06db,2025/1/21,Average,4,2,4,1,2,True,True,False,False,False,False,1,3,2,3,3,False,False,False,True,True,True,True,,
16159,Information Technology Project Managers,"Initiate, review, or approve modifications to project plans.",231576cd-4cc2-4dee-91cb-6bb0105d06db,2025/1/21,Average,2,1,3,1,3,False,False,False,False,False,False,1,4,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
16151,Information Technology Project Managers,Perform risk assessments to develop response strategies.,231576cd-4cc2-4dee-91cb-6bb0105d06db,2025/1/21,Average,2,2,5,2,5,False,False,False,False,False,False,2,3,4,4,4,True,True,True,True,True,True,True,FALSE,
11241,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Maintain customer records, using automated systems.",1e0f35ea-7f4c-49f2-bb5a-d1e4fecc221a,2025/1/21,Expert,5,1,1,1,1,True,False,False,False,False,False,2,2,1,4,5,False,False,False,True,False,False,False,,
11252,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Complete expense reports, sales reports, or other paperwork.",1e0f35ea-7f4c-49f2-bb5a-d1e4fecc221a,2025/1/21,Average,5,2,2,1,2,False,False,False,False,True,False,1,2,1,5,5,False,False,False,False,True,True,False,,
11245,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Collaborate with colleagues to exchange information, such as selling strategies or marketing information.",1e0f35ea-7f4c-49f2-bb5a-d1e4fecc221a,2025/1/21,Expert,5,4,5,3,3,True,False,False,False,False,False,1,5,3,3,1,False,False,False,False,False,False,False,,FALSE
20620,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify customer credit ratings.,1e0f35ea-7f4c-49f2-bb5a-d1e4fecc221a,2025/1/21,Expert,5,1,1,1,1,True,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
14673,Computer Systems Engineers/Architects,"Identify system data, hardware, or software components required to meet user needs.",1ea438f6-b348-41ef-a3b7-0d3ea26da742,2025/1/21,Expert,2,4,4,3,3,False,False,False,False,False,False,1,4,4,5,2,False,False,False,False,False,False,False,FALSE,FALSE
14687,Computer Systems Engineers/Architects,"Communicate project information through presentations, technical reports, or white papers.",1ea438f6-b348-41ef-a3b7-0d3ea26da742,2025/1/21,Expert,3,2,4,1,2,False,False,False,True,False,False,1,5,2,4,3,False,False,True,True,False,False,False,,
18859,Human Resources Specialists,Hire employees and process hiring-related paperwork.,db5513b8-b965-4d60-9d5b-48e5c18820b8,2025/2/25,Expert,1,1,2,5,3,False,False,False,False,False,False,4,5,4,4,4,True,True,True,True,True,False,False,FALSE,
20284,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.",16f45488-9af7-4bfa-8bb8-524f52e03435,2025/2/25,Average,3,2,3,4,3,True,False,False,False,False,False,5,2,3,4,5,True,False,False,False,False,False,False,,
2805,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Conduct searches to find needed information, using such sources as the Internet.",16f45488-9af7-4bfa-8bb8-524f52e03435,2025/2/25,Average,3,2,3,4,5,False,False,True,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
2794,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Open, read, route, and distribute incoming mail or other materials and answer routine letters.",16f45488-9af7-4bfa-8bb8-524f52e03435,2025/2/25,Expert,5,1,5,4,3,True,False,False,False,False,False,5,1,1,1,1,False,False,False,False,False,False,False,,FALSE
15583,Clinical Research Coordinators,"Review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.",dc151eda-cd36-4aa0-be0d-4e9de0ab3cb9,2025/2/25,Average,1,1,4,3,3,False,False,False,False,False,False,2,2,1,3,3,False,False,True,False,True,True,False,FALSE,
1285,Computer User Support Specialists,Oversee the daily performance of computer systems.,86c9b5e5-96af-49e1-9b63-5f15b2ee193c,2025/2/25,Average,3,2,1,1,3,True,True,True,False,False,False,1,3,4,3,3,False,False,False,True,True,False,True,,
1283,Computer User Support Specialists,Enter commands and observe system functioning to verify correct operations and detect errors.,86c9b5e5-96af-49e1-9b63-5f15b2ee193c,2025/2/25,Expert,1,4,4,1,4,False,False,False,False,False,False,1,5,4,4,5,False,True,True,True,True,True,True,FALSE,
18940,Credit Counselors,"Maintain or update records of client account activity, including financial transactions, counseling session notes, correspondence, document images, or client inquiries.",0b466480-1875-4e35-971f-7ad7ecdae8eb,2025/2/25,Expert,2,1,2,1,3,False,False,False,False,False,False,1,4,4,4,4,False,True,True,True,True,True,True,FALSE,
15612,Clinical Research Coordinators,"Schedule subjects for appointments, procedures, or inpatient stays as required by study protocols.",494624da-6ebf-43d4-a843-9114931430ed,2025/2/25,Expert,5,1,1,5,3,True,True,True,False,False,True,1,4,1,2,2,False,False,False,False,False,False,False,it would allow me to focus on actual patient care. I would love to have epic that has developed the MY chart computer charting system incorpate a AI to do dicatation to the chart so that instead of typing I could talk to it to chart while actually actively doing the care on the patient and have more time for the much needed patients because in the hospitals most are under staffed and nurse are caring for more patients than they should so often when I was in the hospital setting I would get stuck after my shift at work charting for hours ,FALSE
15594,Clinical Research Coordinators,Record adverse event and side effect data and confer with investigators regarding the reporting of events to oversight agencies.,494624da-6ebf-43d4-a843-9114931430ed,2025/2/25,Expert,3,1,5,1,2,True,False,True,True,True,True,3,4,4,5,5,False,True,True,True,True,True,True,,legal concerns if not documented correctly and some situations are extremely random and not normal things so hard to intially put a dual legal ai and medical AI together to just do this alone but they would be of excellent value and reference to the nurses and doctors that have to make these reports
15607,Clinical Research Coordinators,Communicate with laboratories or investigators regarding laboratory findings.,494624da-6ebf-43d4-a843-9114931430ed,2025/2/25,Average,3,1,5,1,2,True,True,True,False,False,True,2,5,3,5,4,False,False,True,True,True,True,True,,
15583,Clinical Research Coordinators,"Review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.",494624da-6ebf-43d4-a843-9114931430ed,2025/2/25,Average,4,1,5,1,1,True,False,True,True,False,True,3,4,2,5,5,True,True,True,True,True,True,True,,the education is for the nurse and if the AI does the work and learning the nurse doesn't learn and so it would be a team effort
1780,Editors,"Verify facts, dates, and statistics, using standard reference sources.",d4744b6c-d5dd-4cee-9f97-c068e513cde5,2025/2/25,Expert,1,3,5,5,4,False,False,False,False,False,False,1,3,2,3,3,False,False,True,True,True,False,False,FALSE,
1783,Editors,"Oversee publication production, including artwork, layout, computer typesetting, and printing, ensuring adherence to deadlines and budget requirements.",d4744b6c-d5dd-4cee-9f97-c068e513cde5,2025/2/25,Expert,1,4,5,5,5,False,False,False,False,False,False,4,5,4,5,5,True,False,True,True,True,True,False,FALSE,
1781,Editors,Review and approve proofs submitted by composing room prior to publication production.,d4744b6c-d5dd-4cee-9f97-c068e513cde5,2025/2/25,Expert,2,2,5,5,5,False,False,False,False,False,False,1,5,3,5,5,False,False,True,True,False,False,False,FALSE,
23313,Insurance Claims and Policy Processing Clerks,"Prepare insurance claim forms or related documents, and review them for completeness.",a298e4c0-1fb5-470c-afe0-c0f34ea9798e,2025/2/25,Average,3,4,3,1,4,True,False,True,True,False,False,4,2,3,3,4,True,False,False,True,True,False,True,,
23334,Insurance Claims and Policy Processing Clerks,"Compose business correspondence for supervisors, managers, and professionals.",a298e4c0-1fb5-470c-afe0-c0f34ea9798e,2025/2/25,Average,4,4,2,3,2,True,False,True,True,False,False,4,2,3,2,4,True,False,True,True,False,False,False,,
1777,Editors,"Read copy or proof to detect and correct errors in spelling, punctuation, and syntax.",ccd96e0f-ab6a-4bd9-bb4c-60d1c1b0d4d4,2025/2/25,Average,1,4,5,5,4,False,False,False,False,False,False,1,4,4,4,5,False,True,True,True,True,True,True,FALSE,
1786,Editors,"Read, evaluate and edit manuscripts or other materials submitted for publication, and confer with authors regarding changes in content, style or organization, or publication.",ccd96e0f-ab6a-4bd9-bb4c-60d1c1b0d4d4,2025/2/25,Average,1,4,5,5,4,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
1776,Editors,"Prepare, rewrite and edit copy to improve readability, or supervise others who do this work.",ccd96e0f-ab6a-4bd9-bb4c-60d1c1b0d4d4,2025/2/25,Average,1,4,5,5,4,False,False,False,False,False,False,1,4,5,5,5,False,True,True,True,True,True,True,FALSE,
16152,Information Technology Project Managers,"Submit project deliverables, ensuring adherence to quality standards.",231576cd-4cc2-4dee-91cb-6bb0105d06db,2025/1/21,Average,4,1,3,1,1,True,True,False,False,False,False,1,3,2,4,3,False,True,True,True,True,True,False,,
16170,Information Technology Project Managers,"Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.",231576cd-4cc2-4dee-91cb-6bb0105d06db,2025/1/21,Novice,1,1,3,1,2,False,False,False,False,False,False,1,4,4,4,5,False,True,True,True,True,True,True,FALSE,
16168,Information Technology Project Managers,"Prepare project status reports by collecting, analyzing, and summarizing information and trends.",231576cd-4cc2-4dee-91cb-6bb0105d06db,2025/1/21,Average,2,2,4,1,2,False,False,False,False,False,False,1,4,2,4,4,False,False,True,True,True,True,True,FALSE,
20608,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare and submit sales contracts for orders.,1e0f35ea-7f4c-49f2-bb5a-d1e4fecc221a,2025/1/21,Expert,5,1,1,3,1,True,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
11237,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Answer customers' questions about products, prices, availability, or credit terms.",1e0f35ea-7f4c-49f2-bb5a-d1e4fecc221a,2025/1/21,Expert,1,1,2,1,4,False,False,False,False,False,False,1,5,1,5,2,False,False,False,False,False,False,False,FALSE,FALSE
11249,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Inform customers of estimated delivery schedules, service contracts, warranties, or other information pertaining to purchased products.",1e0f35ea-7f4c-49f2-bb5a-d1e4fecc221a,2025/1/21,Expert,1,1,1,1,1,False,False,False,False,False,False,3,1,3,3,5,False,True,True,True,True,False,False,FALSE,
20619,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify accuracy of materials lists.,1e0f35ea-7f4c-49f2-bb5a-d1e4fecc221a,2025/1/21,Expert,5,1,1,1,1,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
14670,Computer Systems Engineers/Architects,Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.,1ea438f6-b348-41ef-a3b7-0d3ea26da742,2025/1/21,Average,3,1,2,1,2,True,True,False,False,False,False,1,5,4,5,2,False,False,False,False,False,False,False,,FALSE
14667,Computer Systems Engineers/Architects,"Provide advice on project costs, design concepts, or design changes.",1ea438f6-b348-41ef-a3b7-0d3ea26da742,2025/1/21,Expert,5,2,3,1,1,True,True,False,True,False,False,1,3,4,3,2,False,False,False,False,False,False,False,,FALSE
14683,Computer Systems Engineers/Architects,Design and conduct hardware or software tests.,1ea438f6-b348-41ef-a3b7-0d3ea26da742,2025/1/21,Average,2,1,3,1,3,False,False,False,False,False,False,3,1,2,5,4,True,False,True,False,False,False,False,FALSE,
14671,Computer Systems Engineers/Architects,"Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.",1ea438f6-b348-41ef-a3b7-0d3ea26da742,2025/1/21,Average,2,1,3,3,3,False,False,False,False,False,False,1,1,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
20608,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare and submit sales contracts for orders.,52cdb85b-5307-450a-ac44-b51194f76036,2025/1/21,Average,1,5,3,1,3,False,False,False,False,False,False,1,3,3,3,3,False,False,False,False,True,True,False,FALSE,
11237,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Answer customers' questions about products, prices, availability, or credit terms.",52cdb85b-5307-450a-ac44-b51194f76036,2025/1/21,Expert,4,4,3,4,5,False,True,True,False,False,False,4,4,4,5,4,False,False,False,False,False,True,False,,
11238,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Quote prices, credit terms, or other bid specifications.",52cdb85b-5307-450a-ac44-b51194f76036,2025/1/21,Expert,4,4,4,4,4,False,False,False,False,False,False,3,4,4,3,4,False,False,False,True,False,False,False,,
11246,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare sales presentations or proposals to explain product specifications or applications.,52cdb85b-5307-450a-ac44-b51194f76036,2025/1/21,Average,4,3,4,3,4,False,False,False,False,False,True,1,4,2,3,4,False,False,False,False,True,False,False,,
11252,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Complete expense reports, sales reports, or other paperwork.",52cdb85b-5307-450a-ac44-b51194f76036,2025/1/21,Expert,3,3,3,3,3,False,False,False,False,False,False,3,3,2,3,4,False,False,False,False,True,False,True,,
11249,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Inform customers of estimated delivery schedules, service contracts, warranties, or other information pertaining to purchased products.",52cdb85b-5307-450a-ac44-b51194f76036,2025/1/21,Novice,1,3,3,3,2,False,False,False,False,False,False,2,3,2,3,4,False,False,False,False,False,True,False,FALSE,
20619,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify accuracy of materials lists.,52cdb85b-5307-450a-ac44-b51194f76036,2025/1/21,Novice,1,3,3,1,3,False,False,False,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
20608,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare and submit sales contracts for orders.,ac02d2a0-14ec-4a40-8990-87dcb3c84091,2025/1/21,Expert,3,2,3,2,2,True,True,False,False,False,True,1,3,1,4,2,False,False,False,False,False,False,False,,FALSE
11241,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Maintain customer records, using automated systems.",ac02d2a0-14ec-4a40-8990-87dcb3c84091,2025/1/21,Expert,4,2,3,2,2,True,True,False,False,False,True,2,3,1,3,2,False,False,False,False,False,False,False,,FALSE
11237,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Answer customers' questions about products, prices, availability, or credit terms.",ac02d2a0-14ec-4a40-8990-87dcb3c84091,2025/1/21,Expert,1,3,5,4,5,False,False,False,False,False,False,2,5,2,5,3,False,True,True,True,False,True,True,FALSE,
11238,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Quote prices, credit terms, or other bid specifications.",ac02d2a0-14ec-4a40-8990-87dcb3c84091,2025/1/21,Expert,3,3,5,2,2,True,True,False,False,False,True,2,3,2,3,2,False,False,False,False,False,False,False,,FALSE
11246,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare sales presentations or proposals to explain product specifications or applications.,ac02d2a0-14ec-4a40-8990-87dcb3c84091,2025/1/21,Expert,2,2,5,3,5,False,False,False,False,False,False,2,3,3,5,4,False,True,True,True,False,True,True,FALSE,
11252,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Complete expense reports, sales reports, or other paperwork.",ac02d2a0-14ec-4a40-8990-87dcb3c84091,2025/1/21,Average,4,1,2,2,1,True,True,False,False,False,True,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
11249,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Inform customers of estimated delivery schedules, service contracts, warranties, or other information pertaining to purchased products.",ac02d2a0-14ec-4a40-8990-87dcb3c84091,2025/1/21,Expert,3,2,3,3,2,True,True,False,False,False,True,1,3,1,3,2,False,False,False,False,False,False,False,,FALSE
11245,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Collaborate with colleagues to exchange information, such as selling strategies or marketing information.",ac02d2a0-14ec-4a40-8990-87dcb3c84091,2025/1/21,Expert,1,1,4,3,4,False,False,False,False,False,False,1,5,1,4,4,False,False,True,True,False,True,False,FALSE,
19826,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Present information to customers about the energy efficiency or environmental impact of scientific or technical products.,ac02d2a0-14ec-4a40-8990-87dcb3c84091,2025/1/21,Expert,3,1,4,3,2,True,True,False,False,False,True,1,4,1,4,3,False,False,False,False,False,False,False,,
978,Computer and Information Systems Managers,Review project plans to plan and coordinate project activity.,e2d91683-e436-429f-aaa2-ba6c47d0b288,2025/1/21,Expert,3,2,3,2,3,False,False,True,True,False,False,4,2,1,4,2,False,False,False,False,False,False,False,,FALSE
969,Computer and Information Systems Managers,"Assign and review the work of systems analysts, programmers, and other computer-related workers.",e2d91683-e436-429f-aaa2-ba6c47d0b288,2025/1/21,Average,5,3,4,4,2,False,True,False,False,True,False,3,4,3,2,3,False,True,False,True,False,True,False,,
971,Computer and Information Systems Managers,"Develop computer information resources, providing for data security and control, strategic computing, and disaster recovery.",e2d91683-e436-429f-aaa2-ba6c47d0b288,2025/1/21,Novice,4,4,3,2,1,False,True,False,True,False,False,3,4,2,3,3,True,True,False,False,False,True,False,,
972,Computer and Information Systems Managers,Review and approve all systems charts and programs prior to their implementation.,e2d91683-e436-429f-aaa2-ba6c47d0b288,2025/1/21,Average,3,3,4,4,2,False,False,False,False,False,False,4,4,2,2,4,False,False,False,True,False,True,False,,
980,Computer and Information Systems Managers,Prepare and review operational reports or project progress reports.,e2d91683-e436-429f-aaa2-ba6c47d0b288,2025/1/21,Novice,4,4,3,4,2,False,False,False,True,False,True,4,2,2,3,3,False,True,True,True,False,False,False,,
979,Computer and Information Systems Managers,Evaluate data processing proposals to assess project feasibility and requirements.,e2d91683-e436-429f-aaa2-ba6c47d0b288,2025/1/21,Novice,4,4,3,3,4,False,False,False,False,True,False,4,3,1,4,4,False,False,False,False,False,False,False,,
20608,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare and submit sales contracts for orders.,3f8f3797-b74f-44b7-a9d7-9b15ab5b65a9,2025/1/22,Average,5,3,4,1,4,True,False,True,False,False,False,4,5,4,4,4,True,False,False,False,True,False,True,,
11241,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Maintain customer records, using automated systems.",3f8f3797-b74f-44b7-a9d7-9b15ab5b65a9,2025/1/22,Average,4,4,3,1,3,True,False,True,False,False,True,4,2,4,3,2,False,False,False,False,False,False,False,,FALSE
11237,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Answer customers' questions about products, prices, availability, or credit terms.",3f8f3797-b74f-44b7-a9d7-9b15ab5b65a9,2025/1/22,Average,2,4,3,2,3,False,False,False,False,False,False,3,5,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
11238,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Quote prices, credit terms, or other bid specifications.",3f8f3797-b74f-44b7-a9d7-9b15ab5b65a9,2025/1/22,Average,3,2,3,1,3,True,False,True,False,False,False,3,4,4,2,3,False,False,False,False,False,False,False,,
11261,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Compute customer's installation or production costs and estimate savings from new services, products, or equipment.",3f8f3797-b74f-44b7-a9d7-9b15ab5b65a9,2025/1/22,Average,2,3,2,3,1,False,False,False,False,False,False,3,4,2,3,3,True,True,False,False,True,False,False,FALSE,
11252,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Complete expense reports, sales reports, or other paperwork.",3f8f3797-b74f-44b7-a9d7-9b15ab5b65a9,2025/1/22,Average,4,3,2,4,3,True,True,True,False,False,False,4,4,2,3,5,True,True,True,False,False,False,False,,
20620,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify customer credit ratings.,3f8f3797-b74f-44b7-a9d7-9b15ab5b65a9,2025/1/22,Average,1,4,4,4,4,False,False,False,False,False,False,3,3,4,3,2,False,False,False,False,False,False,False,FALSE,FALSE
18866,Human Resources Specialists,"Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.",db5513b8-b965-4d60-9d5b-48e5c18820b8,2025/2/25,Average,3,1,2,2,1,True,True,False,True,True,False,3,1,4,2,2,False,False,False,False,False,False,False,,FALSE
18853,Human Resources Specialists,Analyze employment-related data and prepare required reports.,db5513b8-b965-4d60-9d5b-48e5c18820b8,2025/2/25,Average,4,2,2,2,2,True,True,False,True,False,False,4,1,2,4,2,False,False,False,False,False,False,False,,FALSE
2797,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Review work done by others to check for correct spelling and grammar, ensure that company format policies are followed, and recommend revisions.",16f45488-9af7-4bfa-8bb8-524f52e03435,2025/2/25,Average,2,3,5,5,4,False,False,False,False,False,False,2,2,2,5,3,False,True,True,False,True,False,False,FALSE,
2806,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Provide services to customers, such as order placement or account information.",16f45488-9af7-4bfa-8bb8-524f52e03435,2025/2/25,Average,5,5,5,5,3,False,True,False,True,False,False,5,4,3,5,4,False,False,True,True,False,True,False,,
15612,Clinical Research Coordinators,"Schedule subjects for appointments, procedures, or inpatient stays as required by study protocols.",dc151eda-cd36-4aa0-be0d-4e9de0ab3cb9,2025/2/25,Expert,4,1,1,1,1,True,False,False,False,False,True,2,2,2,1,3,False,False,False,True,True,True,False,,
1288,Computer User Support Specialists,"Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.",86c9b5e5-96af-49e1-9b63-5f15b2ee193c,2025/2/25,Average,4,1,1,3,2,True,True,False,False,False,True,2,3,3,3,3,False,False,False,True,True,False,True,,
1292,Computer User Support Specialists,"Prepare evaluations of software or hardware, and recommend improvements or upgrades.",86c9b5e5-96af-49e1-9b63-5f15b2ee193c,2025/2/25,Expert,1,4,4,1,4,False,False,False,False,False,False,2,5,4,4,5,False,False,True,True,True,True,True,FALSE,
18938,Credit Counselors,"Explain services or policies to clients, such as debt management program rules, advantages and disadvantages of using services, or creditor concession policies.",0b466480-1875-4e35-971f-7ad7ecdae8eb,2025/2/25,Expert,1,3,3,1,3,False,False,False,False,False,False,1,4,3,4,4,False,True,True,True,True,True,True,FALSE,
18933,Credit Counselors,"Advise clients or respond to inquiries about financial matters in person or via phone, email, Web site, or Internet chat.",0b466480-1875-4e35-971f-7ad7ecdae8eb,2025/2/25,Expert,1,1,3,1,3,False,False,False,False,False,False,1,3,3,3,4,False,True,True,True,True,True,True,FALSE,
15594,Clinical Research Coordinators,Record adverse event and side effect data and confer with investigators regarding the reporting of events to oversight agencies.,f7544776-3a6b-4bd4-ab76-d8968065ffde,2025/2/25,Expert,3,3,5,4,2,True,True,False,True,False,False,2,4,4,4,4,False,True,True,True,False,False,False,,
15593,Clinical Research Coordinators,"Review proposed study protocols to evaluate factors such as sample collection processes, data management plans, or potential subject risks.",f7544776-3a6b-4bd4-ab76-d8968065ffde,2025/2/25,Average,3,2,4,3,3,False,False,False,True,True,True,2,3,3,3,3,False,True,True,False,True,False,True,,
15607,Clinical Research Coordinators,Communicate with laboratories or investigators regarding laboratory findings.,f7544776-3a6b-4bd4-ab76-d8968065ffde,2025/2/25,Average,4,2,3,1,1,True,True,False,True,True,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
15583,Clinical Research Coordinators,"Review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.",f7544776-3a6b-4bd4-ab76-d8968065ffde,2025/2/25,Average,2,1,5,2,2,False,False,False,False,False,False,4,4,3,3,4,True,True,True,False,True,False,True,FALSE,
15590,Clinical Research Coordinators,Contact industry representatives to ensure equipment and software specifications necessary for successful study completion.,f7544776-3a6b-4bd4-ab76-d8968065ffde,2025/2/25,Average,5,1,3,2,2,True,True,True,True,True,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
20950,Computer Systems Analysts,Troubleshoot program and system malfunctions to restore normal functioning.,d8b71c8b-763b-4f12-8bf3-bfc18c5af4ce,2025/2/25,Average,3,1,2,2,3,True,False,False,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
3478,Computer Systems Analysts,"Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.",d8b71c8b-763b-4f12-8bf3-bfc18c5af4ce,2025/2/25,Expert,3,3,3,4,4,False,False,True,False,False,False,3,2,2,3,1,False,False,False,False,False,False,False,,FALSE
3474,Computer Systems Analysts,"Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.",d8b71c8b-763b-4f12-8bf3-bfc18c5af4ce,2025/2/25,Expert,2,3,3,4,3,False,False,False,False,False,False,3,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1288,Computer User Support Specialists,"Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.",081284e9-a7c3-4526-8b29-6fac21e7dc74,2025/2/25,Expert,2,2,4,3,3,False,False,False,False,False,False,4,3,3,3,3,True,False,True,True,True,False,False,FALSE,
1287,Computer User Support Specialists,"Maintain records of daily data communication transactions, problems and remedial actions taken, or installation activities.",081284e9-a7c3-4526-8b29-6fac21e7dc74,2025/2/25,Expert,5,2,3,1,1,True,True,False,False,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
1777,Editors,"Read copy or proof to detect and correct errors in spelling, punctuation, and syntax.",d4744b6c-d5dd-4cee-9f97-c068e513cde5,2025/2/25,Expert,2,2,4,5,5,False,False,False,False,False,False,1,4,3,4,5,False,True,True,True,True,True,True,FALSE,
1786,Editors,"Read, evaluate and edit manuscripts or other materials submitted for publication, and confer with authors regarding changes in content, style or organization, or publication.",d4744b6c-d5dd-4cee-9f97-c068e513cde5,2025/2/25,Expert,2,1,3,2,5,False,False,False,False,False,False,1,4,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
23318,Insurance Claims and Policy Processing Clerks,Review insurance policy to determine coverage.,a298e4c0-1fb5-470c-afe0-c0f34ea9798e,2025/2/25,Expert,3,3,2,3,4,True,False,False,True,True,False,4,3,2,3,4,False,False,True,False,False,True,False,,
1780,Editors,"Verify facts, dates, and statistics, using standard reference sources.",ccd96e0f-ab6a-4bd9-bb4c-60d1c1b0d4d4,2025/2/25,Average,1,3,4,5,4,False,False,False,False,False,False,1,3,3,3,5,False,True,True,True,True,True,True,FALSE,
20619,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify accuracy of materials lists.,3f8f3797-b74f-44b7-a9d7-9b15ab5b65a9,2025/1/22,Expert,3,1,3,2,3,True,False,False,False,True,True,3,4,3,4,2,False,False,False,False,False,False,False,,FALSE
19826,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Present information to customers about the energy efficiency or environmental impact of scientific or technical products.,3f8f3797-b74f-44b7-a9d7-9b15ab5b65a9,2025/1/22,Average,3,3,3,2,4,False,False,True,False,False,True,3,3,3,3,2,False,False,False,False,False,False,False,,FALSE
16170,Information Technology Project Managers,"Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.",2e027f5b-019e-4215-ae3c-180cf6c576ff,2025/1/22,Expert,5,5,5,5,5,False,False,True,False,False,False,5,5,5,5,5,False,False,True,False,False,False,False,,
16151,Information Technology Project Managers,Perform risk assessments to develop response strategies.,2e027f5b-019e-4215-ae3c-180cf6c576ff,2025/1/22,Expert,5,5,5,5,5,False,False,True,False,False,False,5,5,5,5,5,False,False,False,True,False,False,False,,
11363,"Production, Planning, and Expediting Clerks","Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.",e56eb528-8015-40aa-af94-bab78d622fa8,2025/1/23,Average,2,4,4,1,3,False,False,False,False,False,False,4,4,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
11368,"Production, Planning, and Expediting Clerks",Requisition and maintain inventories of materials or supplies necessary to meet production demands.,e56eb528-8015-40aa-af94-bab78d622fa8,2025/1/23,Average,2,4,3,1,3,False,False,False,False,False,False,3,4,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
11373,"Production, Planning, and Expediting Clerks",Contact suppliers to verify shipment details.,e56eb528-8015-40aa-af94-bab78d622fa8,2025/1/23,Average,3,3,3,1,2,True,False,False,False,False,False,2,1,2,1,1,False,False,False,False,False,False,False,,FALSE
15980,Sustainability Specialists,"Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling.",f2221878-a494-4283-b05e-d1d5f6aed6a8,2025/1/23,Novice,3,1,4,1,3,False,False,True,False,False,True,1,2,2,3,5,False,False,False,True,False,False,True,,
15979,Sustainability Specialists,"Assess or propose sustainability initiatives, considering factors such as cost effectiveness, technical feasibility, and acceptance.",f2221878-a494-4283-b05e-d1d5f6aed6a8,2025/1/23,Average,3,3,5,1,3,False,False,True,True,True,False,1,5,4,4,3,False,True,False,True,True,False,True,,
15973,Sustainability Specialists,Provide technical or administrative support for sustainability programs or issues.,f2221878-a494-4283-b05e-d1d5f6aed6a8,2025/1/23,Expert,3,3,5,1,3,False,False,True,True,True,True,3,5,3,3,2,False,False,False,False,False,False,False,,FALSE
15968,Sustainability Specialists,Review and revise sustainability proposals or policies.,f2221878-a494-4283-b05e-d1d5f6aed6a8,2025/1/23,Average,3,2,4,1,3,False,False,True,True,True,False,1,4,3,4,3,False,True,False,False,True,False,True,,
15976,Sustainability Specialists,Develop reports or presentations to communicate the effectiveness of sustainability initiatives.,f2221878-a494-4283-b05e-d1d5f6aed6a8,2025/1/23,Expert,2,1,3,1,4,False,False,False,False,False,False,1,3,2,2,3,False,False,False,True,True,False,True,FALSE,
15975,Sustainability Specialists,Create or maintain plans or other documents related to sustainability projects.,f2221878-a494-4283-b05e-d1d5f6aed6a8,2025/1/23,Average,3,2,4,1,4,False,False,True,True,True,True,1,4,5,4,5,False,True,True,True,True,False,True,,
15969,Sustainability Specialists,"Research or review regulatory, technical, or market issues related to sustainability.",f2221878-a494-4283-b05e-d1d5f6aed6a8,2025/1/23,Novice,3,1,2,1,3,False,False,False,True,True,False,1,2,2,3,3,False,False,False,False,True,False,True,,
1277,Computer Programmers,Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.,7f35d4fc-0ca5-43db-afdf-939a1d921f8f,2025/1/23,Novice,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
1274,Computer Programmers,Write or contribute to instructions or manuals to guide end users.,7f35d4fc-0ca5-43db-afdf-939a1d921f8f,2025/1/23,Novice,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
1275,Computer Programmers,"Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.",7f35d4fc-0ca5-43db-afdf-939a1d921f8f,2025/1/23,Novice,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
21049,Computer Programmers,Develop Web sites.,7f35d4fc-0ca5-43db-afdf-939a1d921f8f,2025/1/23,Novice,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
2487,"Bookkeeping, Accounting, and Auditing Clerks","Operate computers programmed with accounting software to record, store, and analyze information.",f5dc2330-16db-4f32-9e98-23f365149b23,2025/1/23,Expert,1,4,5,5,4,False,False,False,False,False,False,1,1,2,4,5,False,True,True,True,True,True,False,FALSE,
2486,"Bookkeeping, Accounting, and Auditing Clerks","Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.",f5dc2330-16db-4f32-9e98-23f365149b23,2025/1/23,Expert,1,4,5,4,4,False,False,False,False,False,False,1,2,4,4,5,False,True,True,True,True,True,False,FALSE,
2495,"Bookkeeping, Accounting, and Auditing Clerks","Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.",f5dc2330-16db-4f32-9e98-23f365149b23,2025/1/23,Expert,1,3,4,5,4,False,False,False,False,False,False,2,1,2,2,5,True,False,True,False,True,False,False,FALSE,
2493,"Bookkeeping, Accounting, and Auditing Clerks",Code documents according to company procedures.,f5dc2330-16db-4f32-9e98-23f365149b23,2025/1/23,Expert,1,1,1,4,3,False,False,False,False,False,False,2,2,3,4,5,False,True,True,False,True,True,False,FALSE,
2497,"Bookkeeping, Accounting, and Auditing Clerks","Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.",f5dc2330-16db-4f32-9e98-23f365149b23,2025/1/23,Expert,1,3,4,5,2,False,False,False,False,False,False,1,3,4,4,5,False,False,True,False,True,True,False,FALSE,
2496,"Bookkeeping, Accounting, and Auditing Clerks",Reconcile or note and report discrepancies found in records.,f5dc2330-16db-4f32-9e98-23f365149b23,2025/1/23,Expert,1,4,5,5,4,False,False,False,False,False,False,1,3,4,5,5,False,True,True,True,True,True,False,FALSE,
2494,"Bookkeeping, Accounting, and Auditing Clerks",Access computerized financial information to answer general questions as well as those related to specific accounts.,f5dc2330-16db-4f32-9e98-23f365149b23,2025/1/23,Average,1,2,3,5,2,False,False,False,False,False,False,1,3,2,3,5,False,False,False,False,True,False,False,FALSE,
2490,"Bookkeeping, Accounting, and Auditing Clerks","Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.",f5dc2330-16db-4f32-9e98-23f365149b23,2025/1/23,Average,1,2,2,5,2,False,False,False,False,False,False,1,2,3,4,5,False,False,True,False,True,False,False,FALSE,
2489,"Bookkeeping, Accounting, and Auditing Clerks","Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.",f5dc2330-16db-4f32-9e98-23f365149b23,2025/1/23,Average,1,1,1,4,2,False,False,False,False,False,False,1,2,2,2,5,False,True,True,False,True,False,False,FALSE,
2509,"Bookkeeping, Accounting, and Auditing Clerks","Match order forms with invoices, and record the necessary information.",f5dc2330-16db-4f32-9e98-23f365149b23,2025/1/23,Average,1,2,2,5,2,False,False,False,False,False,False,1,2,3,4,5,False,False,True,False,True,True,False,FALSE,
1282,Computer User Support Specialists,Answer user inquiries regarding computer software or hardware operation to resolve problems.,a6afe946-8c94-4aaf-95b3-5491db630053,2025/1/23,Expert,1,3,4,5,4,False,False,False,False,False,False,1,2,2,5,2,False,False,False,False,False,False,False,FALSE,FALSE
14642,Software Quality Assurance Analysts and Testers,"Identify, analyze, and document problems with program function, output, online screen, or content.",b64ed918-a8ae-4a8c-b3a0-725f48f81e74,2025/1/23,Expert,5,4,5,3,2,True,True,False,True,True,False,1,2,2,3,3,False,False,True,False,True,False,False,,
14638,Software Quality Assurance Analysts and Testers,"Design test plans, scenarios, scripts, or procedures.",b64ed918-a8ae-4a8c-b3a0-725f48f81e74,2025/1/23,Expert,4,3,3,3,3,False,False,False,False,False,True,1,3,1,3,3,False,False,True,True,False,False,True,,
14652,Software Quality Assurance Analysts and Testers,"Install, maintain, or use software testing programs.",b64ed918-a8ae-4a8c-b3a0-725f48f81e74,2025/1/23,Expert,5,4,5,3,3,False,False,False,False,False,True,1,3,2,5,4,False,False,False,False,True,True,True,,
14643,Software Quality Assurance Analysts and Testers,Monitor bug resolution efforts and track successes.,b64ed918-a8ae-4a8c-b3a0-725f48f81e74,2025/1/23,Average,5,3,3,2,2,True,False,False,True,True,True,1,3,3,4,2,False,False,False,False,False,False,False,,FALSE
14655,Software Quality Assurance Analysts and Testers,"Conduct software compatibility tests with programs, hardware, operating systems, or network environments.",b64ed918-a8ae-4a8c-b3a0-725f48f81e74,2025/1/23,Average,5,2,2,1,1,False,True,True,False,False,True,1,2,1,3,2,False,False,False,False,False,False,False,,FALSE
15612,Clinical Research Coordinators,"Schedule subjects for appointments, procedures, or inpatient stays as required by study protocols.",f7544776-3a6b-4bd4-ab76-d8968065ffde,2025/2/25,Expert,3,1,3,2,2,True,False,False,False,False,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
15595,Clinical Research Coordinators,"Prepare study-related documentation, such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, or progress reports.",f7544776-3a6b-4bd4-ab76-d8968065ffde,2025/2/25,Expert,2,3,4,1,4,False,False,False,False,False,False,1,2,2,4,4,False,False,True,True,True,True,False,FALSE,
15614,Clinical Research Coordinators,"Maintain required records of study activity including case report forms, drug dispensation records, or regulatory forms.",f7544776-3a6b-4bd4-ab76-d8968065ffde,2025/2/25,Expert,3,4,4,2,4,True,False,True,False,True,False,2,3,3,4,3,False,True,True,True,True,False,False,,
15592,Clinical Research Coordinators,Track enrollment status of subjects and document dropout information such as dropout causes and subject contact efforts.,f7544776-3a6b-4bd4-ab76-d8968065ffde,2025/2/25,Expert,3,3,3,4,3,True,True,False,True,False,False,2,2,3,4,1,False,False,False,False,False,False,False,,FALSE
15600,Clinical Research Coordinators,Maintain contact with sponsors to schedule and coordinate site visits or to answer questions about issues such as incomplete data.,f7544776-3a6b-4bd4-ab76-d8968065ffde,2025/2/25,Expert,5,1,2,1,1,False,True,True,True,False,False,1,5,1,1,2,False,False,False,False,False,False,False,,FALSE
3465,Computer Systems Analysts,"Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",d8b71c8b-763b-4f12-8bf3-bfc18c5af4ce,2025/2/25,Novice,1,2,3,2,3,False,False,False,False,False,False,2,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
3466,Computer Systems Analysts,"Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.",d8b71c8b-763b-4f12-8bf3-bfc18c5af4ce,2025/2/25,Average,3,1,2,4,3,False,False,True,False,False,False,2,2,3,3,2,False,False,False,False,False,False,False,,FALSE
3480,Computer Systems Analysts,"Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.",d8b71c8b-763b-4f12-8bf3-bfc18c5af4ce,2025/2/25,Expert,4,1,3,1,1,False,False,True,False,False,True,4,1,4,1,2,False,False,False,False,False,False,False,,FALSE
3484,Computer Systems Analysts,Specify inputs accessed by the system and plan the distribution and use of the results.,d8b71c8b-763b-4f12-8bf3-bfc18c5af4ce,2025/2/25,Average,2,2,1,1,2,False,False,False,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1282,Computer User Support Specialists,Answer user inquiries regarding computer software or hardware operation to resolve problems.,081284e9-a7c3-4526-8b29-6fac21e7dc74,2025/2/25,Expert,3,2,5,4,2,False,False,False,True,False,True,3,4,4,4,3,True,False,True,False,True,False,False,,
1292,Computer User Support Specialists,"Prepare evaluations of software or hardware, and recommend improvements or upgrades.",081284e9-a7c3-4526-8b29-6fac21e7dc74,2025/2/25,Average,2,1,3,1,3,False,False,False,False,False,False,4,1,5,4,5,True,True,True,False,True,True,True,FALSE,
20280,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Use computers for various applications, such as database management or word processing.",a444d70c-a7d7-451c-a902-62cc7e2577ad,2025/2/25,Average,2,3,4,1,3,False,False,False,False,False,False,3,3,2,3,4,True,False,False,False,False,False,False,FALSE,
2800,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Maintain scheduling and event calendars.,a444d70c-a7d7-451c-a902-62cc7e2577ad,2025/2/25,Average,3,2,3,3,3,True,False,False,False,False,False,3,2,3,3,3,False,False,False,False,True,False,False,,
1285,Computer User Support Specialists,Oversee the daily performance of computer systems.,150f350e-279a-4cb9-8742-f67b5aa703ae,2025/2/25,Expert,2,2,4,4,4,False,False,False,False,False,False,2,1,3,4,3,True,True,False,False,False,False,False,FALSE,
1287,Computer User Support Specialists,"Maintain records of daily data communication transactions, problems and remedial actions taken, or installation activities.",150f350e-279a-4cb9-8742-f67b5aa703ae,2025/2/25,Expert,4,2,3,2,1,True,True,False,False,False,False,1,3,2,4,3,False,False,False,True,False,False,False,,
15614,Clinical Research Coordinators,"Maintain required records of study activity including case report forms, drug dispensation records, or regulatory forms.",382dac7a-5a14-46b6-9a7b-e81193023e27,2025/2/25,Expert,3,1,2,2,2,False,True,False,False,False,True,1,2,1,3,2,False,False,False,False,False,False,False,,FALSE
15608,Clinical Research Coordinators,"Collaborate with investigators to prepare presentations or reports of clinical study procedures, results, and conclusions.",382dac7a-5a14-46b6-9a7b-e81193023e27,2025/2/25,Expert,1,3,5,5,5,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
15609,Clinical Research Coordinators,"Code, evaluate, or interpret collected study data.",382dac7a-5a14-46b6-9a7b-e81193023e27,2025/2/25,Expert,1,4,5,5,5,False,False,False,False,False,False,1,2,5,5,5,False,True,True,False,True,False,True,FALSE,
1782,Editors,"Develop story or content ideas, considering reader or audience appeal.",ccd96e0f-ab6a-4bd9-bb4c-60d1c1b0d4d4,2025/2/25,Average,1,2,4,5,4,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
1783,Editors,"Oversee publication production, including artwork, layout, computer typesetting, and printing, ensuring adherence to deadlines and budget requirements.",ccd96e0f-ab6a-4bd9-bb4c-60d1c1b0d4d4,2025/2/25,Average,1,1,2,5,4,False,False,False,False,False,False,1,4,4,4,5,False,True,True,True,True,True,True,FALSE,
1777,Editors,"Read copy or proof to detect and correct errors in spelling, punctuation, and syntax.",da9e28e8-9181-4393-abdb-5a331451ff98,2025/2/26,Expert,1,4,5,3,5,False,False,False,False,False,False,3,4,3,5,2,False,False,False,False,False,False,False,FALSE,FALSE
1786,Editors,"Read, evaluate and edit manuscripts or other materials submitted for publication, and confer with authors regarding changes in content, style or organization, or publication.",da9e28e8-9181-4393-abdb-5a331451ff98,2025/2/26,Average,1,1,3,3,3,False,False,False,False,False,False,3,4,2,1,1,False,False,False,False,False,False,False,FALSE,FALSE
1776,Editors,"Prepare, rewrite and edit copy to improve readability, or supervise others who do this work.",da9e28e8-9181-4393-abdb-5a331451ff98,2025/2/26,Expert,1,4,5,4,5,False,False,False,False,False,False,2,1,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1781,Editors,Review and approve proofs submitted by composing room prior to publication production.,da9e28e8-9181-4393-abdb-5a331451ff98,2025/2/26,Average,1,1,2,3,2,False,False,False,False,False,False,2,2,2,3,1,False,False,False,False,False,False,False,FALSE,FALSE
18859,Human Resources Specialists,Hire employees and process hiring-related paperwork.,d63b714d-a9e3-4056-a698-f987f7e4e8a0,2025/2/26,Expert,4,1,4,1,5,True,True,False,False,False,True,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
1288,Computer User Support Specialists,"Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.",a6afe946-8c94-4aaf-95b3-5491db630053,2025/1/23,Expert,3,2,3,3,2,True,True,False,False,False,False,1,2,1,4,1,False,False,False,False,False,False,False,,FALSE
14641,Software Quality Assurance Analysts and Testers,"Document software defects, using a bug tracking system, and report defects to software developers.",b64ed918-a8ae-4a8c-b3a0-725f48f81e74,2025/1/23,Average,4,2,2,1,2,False,True,False,False,True,True,1,3,1,2,2,False,False,False,False,False,False,False,,FALSE
14653,Software Quality Assurance Analysts and Testers,Provide feedback and recommendations to developers on software usability and functionality.,b64ed918-a8ae-4a8c-b3a0-725f48f81e74,2025/1/23,Expert,4,3,3,3,2,False,False,False,False,False,True,1,3,2,4,3,False,False,True,False,False,False,False,,
14639,Software Quality Assurance Analysts and Testers,Test system modifications to prepare for implementation.,b64ed918-a8ae-4a8c-b3a0-725f48f81e74,2025/1/23,Average,4,3,3,3,2,False,False,False,False,True,True,1,3,2,4,3,False,False,False,False,True,False,False,,
14654,Software Quality Assurance Analysts and Testers,Monitor program performance to ensure efficient and problem-free operations.,b64ed918-a8ae-4a8c-b3a0-725f48f81e74,2025/1/23,Average,5,1,2,1,2,False,True,False,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,,FALSE
14658,Software Quality Assurance Analysts and Testers,"Identify program deviance from standards, and suggest modifications to ensure compliance.",b64ed918-a8ae-4a8c-b3a0-725f48f81e74,2025/1/23,Expert,4,3,3,3,2,False,False,False,False,True,False,1,2,2,4,2,False,False,False,False,False,False,False,,FALSE
7319,Financial Examiners,"Prepare reports, exhibits, and other supporting schedules that detail an institution's safety and soundness, compliance with laws and regulations, and recommended solutions to questionable financial conditions.",ca315320-1a89-4e2d-9205-fb1f7d6a8c3d,2025/1/23,Average,4,1,4,5,3,True,False,True,False,False,True,3,4,4,3,4,False,True,True,False,True,False,False,,
7318,Financial Examiners,"Examine the minutes of meetings of directors, stockholders, and committees to investigate the specific authority extended at various levels of management.",ca315320-1a89-4e2d-9205-fb1f7d6a8c3d,2025/1/23,Average,3,1,2,2,2,True,False,False,False,False,True,3,3,3,2,3,False,True,False,False,True,False,True,,
49,Medical and Health Services Managers,"Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports.",a8219cce-3d26-4543-b828-5c717a848091,2025/1/23,Average,3,2,5,1,2,True,True,True,True,False,False,2,1,3,3,2,False,False,False,False,False,False,False,,FALSE
51,Medical and Health Services Managers,"Conduct and administer fiscal operations, including accounting, planning budgets, authorizing expenditures, establishing rates for services, and coordinating financial reporting.",a8219cce-3d26-4543-b828-5c717a848091,2025/1/23,Average,5,1,2,1,1,True,True,True,True,False,True,2,1,2,3,2,False,False,False,False,False,False,False,,FALSE
61,Medical and Health Services Managers,Review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization.,a8219cce-3d26-4543-b828-5c717a848091,2025/1/23,Average,5,1,1,1,2,False,False,True,False,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
7277,Management Analysts,Analyze data gathered and develop solutions or alternative methods of proceeding.,f28ac425-4e6c-4380-9c10-a6e3f2eae851,2025/1/23,Average,1,5,3,3,3,False,False,False,False,False,False,3,4,1,3,3,True,False,True,True,True,True,True,FALSE,
7282,Management Analysts,"Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.",f28ac425-4e6c-4380-9c10-a6e3f2eae851,2025/1/23,Novice,1,5,4,5,3,False,False,False,False,False,False,2,4,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
7285,Management Analysts,"Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.",f28ac425-4e6c-4380-9c10-a6e3f2eae851,2025/1/23,Average,1,5,5,4,3,False,False,False,False,False,False,2,4,4,5,1,False,False,False,False,False,False,False,FALSE,FALSE
2578,Customer Service Representatives,"Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.",580579c7-8e9c-44a1-a005-735033582a54,2025/2/4,Expert,4,4,4,3,4,False,True,False,True,False,False,3,4,4,4,3,False,False,True,False,True,False,False,,
2580,Customer Service Representatives,Check to ensure that appropriate changes were made to resolve customers' problems.,580579c7-8e9c-44a1-a005-735033582a54,2025/2/4,Average,2,3,2,3,3,False,False,False,False,False,False,3,3,2,4,3,False,False,True,False,True,False,False,FALSE,
2582,Customer Service Representatives,Refer unresolved customer grievances to designated departments for further investigation.,580579c7-8e9c-44a1-a005-735033582a54,2025/2/4,Average,1,1,1,1,1,False,False,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
21511,Accountants and Auditors,"Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",9ee73f2c-d7a0-4f7f-be1c-a2a0477c8d09,2025/2/4,Average,1,1,3,4,3,False,False,False,False,False,False,4,5,5,5,5,True,True,True,True,True,True,True,FALSE,
21514,Accountants and Auditors,"Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.",9ee73f2c-d7a0-4f7f-be1c-a2a0477c8d09,2025/2/4,Expert,1,4,4,1,5,False,False,False,False,False,False,4,5,5,5,5,True,True,True,True,True,True,True,FALSE,
21515,Accountants and Auditors,Prepare adjusting journal entries.,9ee73f2c-d7a0-4f7f-be1c-a2a0477c8d09,2025/2/4,Average,1,1,4,1,4,False,False,False,False,False,False,3,5,5,5,5,True,True,True,True,True,True,True,FALSE,
21516,Accountants and Auditors,Review accounts for discrepancies and reconcile differences.,9ee73f2c-d7a0-4f7f-be1c-a2a0477c8d09,2025/2/4,Expert,1,4,4,1,5,False,False,False,False,False,False,4,5,5,5,1,False,False,False,False,False,False,False,FALSE,FALSE
21519,Accountants and Auditors,"Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.",9ee73f2c-d7a0-4f7f-be1c-a2a0477c8d09,2025/2/4,Average,1,2,4,1,5,False,False,False,False,False,False,4,4,5,5,5,True,True,True,True,True,True,True,FALSE,
21520,Accountants and Auditors,Report to management regarding the finances of establishment.,9ee73f2c-d7a0-4f7f-be1c-a2a0477c8d09,2025/2/4,Average,1,2,4,1,5,False,False,False,False,False,False,4,5,5,5,1,False,False,False,False,False,False,False,FALSE,FALSE
21522,Accountants and Auditors,"Evaluate taxpayer finances to determine tax liability, using knowledge of interest and discount rates, annuities, valuation of stocks and bonds, and amortization valuation of depletable assets.",9ee73f2c-d7a0-4f7f-be1c-a2a0477c8d09,2025/2/4,Average,1,1,3,1,4,False,False,False,False,False,False,4,5,5,5,5,True,True,True,True,True,True,True,FALSE,
11237,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Answer customers' questions about products, prices, availability, or credit terms.",062872dd-fd71-4d4e-bd0d-589a516b92fd,2025/2/4,Expert,1,3,5,1,1,False,False,False,False,False,False,1,4,2,3,3,True,False,False,False,True,False,False,FALSE,
20619,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify accuracy of materials lists.,062872dd-fd71-4d4e-bd0d-589a516b92fd,2025/2/4,Expert,1,5,5,2,1,False,False,False,False,False,False,1,1,1,1,5,True,False,False,False,False,False,False,FALSE,
2578,Customer Service Representatives,"Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.",068e4921-8c97-4f53-86f3-81198341859c,2025/2/4,Expert,3,4,5,5,2,True,True,True,False,False,True,1,4,1,3,3,False,True,True,True,False,False,False,,
2580,Customer Service Representatives,Check to ensure that appropriate changes were made to resolve customers' problems.,068e4921-8c97-4f53-86f3-81198341859c,2025/2/4,Expert,2,4,5,5,2,False,False,False,False,False,False,1,3,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
2582,Customer Service Representatives,Refer unresolved customer grievances to designated departments for further investigation.,068e4921-8c97-4f53-86f3-81198341859c,2025/2/4,Novice,2,1,1,1,1,False,False,False,False,False,False,1,4,4,4,4,False,False,True,True,True,True,True,FALSE,
20608,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare and submit sales contracts for orders.,176e97a2-acda-43d2-a690-69b4bf7411e4,2025/2/4,Average,4,3,2,4,2,False,False,True,True,False,False,3,2,2,3,3,False,False,False,True,False,True,False,,
11261,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Compute customer's installation or production costs and estimate savings from new services, products, or equipment.",176e97a2-acda-43d2-a690-69b4bf7411e4,2025/2/4,Novice,2,3,4,2,3,False,False,False,False,False,False,2,3,4,2,3,False,True,True,False,False,False,False,FALSE,
11249,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Inform customers of estimated delivery schedules, service contracts, warranties, or other information pertaining to purchased products.",176e97a2-acda-43d2-a690-69b4bf7411e4,2025/2/4,Expert,3,3,4,2,3,False,False,True,False,False,False,2,2,4,2,3,False,True,False,False,False,False,True,,
20619,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify accuracy of materials lists.,176e97a2-acda-43d2-a690-69b4bf7411e4,2025/2/4,Expert,2,2,4,1,2,False,False,False,False,False,False,1,2,3,1,3,False,False,True,False,True,False,False,FALSE,
18853,Human Resources Specialists,Analyze employment-related data and prepare required reports.,41d4ce93-898c-403d-90bc-e9b7d540cbfe,2025/2/20,Average,2,2,3,1,2,False,False,False,False,False,False,2,4,3,3,4,False,False,False,False,False,False,False,FALSE,FALSE
21097,Human Resources Specialists,Administer employee benefit plans.,41d4ce93-898c-403d-90bc-e9b7d540cbfe,2025/2/20,Average,3,3,4,1,3,True,False,True,False,False,True,3,1,3,3,5,False,False,False,False,False,False,False,,FALSE
21514,Accountants and Auditors,"Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.",83877fbe-1249-44a9-874a-f6d83b4b557a,2025/2/4,Novice,1,1,2,1,2,False,False,False,False,False,False,1,2,2,2,3,False,False,False,False,True,False,True,FALSE,
21515,Accountants and Auditors,Prepare adjusting journal entries.,83877fbe-1249-44a9-874a-f6d83b4b557a,2025/2/4,Average,5,2,4,1,1,True,False,True,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
21516,Accountants and Auditors,Review accounts for discrepancies and reconcile differences.,83877fbe-1249-44a9-874a-f6d83b4b557a,2025/2/4,Average,2,2,3,1,3,False,False,False,False,False,False,1,2,2,2,3,False,False,False,False,True,True,False,FALSE,
21519,Accountants and Auditors,"Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.",83877fbe-1249-44a9-874a-f6d83b4b557a,2025/2/4,Average,2,3,4,3,2,False,False,False,False,False,False,1,4,3,3,5,False,False,True,True,True,False,False,FALSE,
11241,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Maintain customer records, using automated systems.",f5d06813-8d49-46d0-807e-200d6d6ba5cc,2025/2/4,Novice,2,3,2,3,3,False,False,False,False,False,False,3,3,2,3,3,False,True,False,False,True,False,False,FALSE,
2578,Customer Service Representatives,"Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.",fd71a982-ecd5-4e47-a6b5-2d826e9338c5,2025/2/4,Average,3,3,1,1,2,True,True,False,False,False,False,1,1,2,4,2,False,False,False,False,False,False,False,,FALSE
2580,Customer Service Representatives,Check to ensure that appropriate changes were made to resolve customers' problems.,fd71a982-ecd5-4e47-a6b5-2d826e9338c5,2025/2/4,Expert,1,4,5,5,4,False,False,False,False,False,False,4,4,5,4,5,False,True,True,False,False,True,True,FALSE,
2582,Customer Service Representatives,Refer unresolved customer grievances to designated departments for further investigation.,fd71a982-ecd5-4e47-a6b5-2d826e9338c5,2025/2/4,Novice,5,1,1,1,1,True,True,False,False,False,True,1,2,1,1,1,False,False,False,False,False,False,False,,FALSE
2585,Customer Service Representatives,"Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.",fd71a982-ecd5-4e47-a6b5-2d826e9338c5,2025/2/4,Novice,5,2,2,1,4,True,False,True,False,False,True,1,1,4,2,1,False,False,False,False,False,False,False,,FALSE
2580,Customer Service Representatives,Check to ensure that appropriate changes were made to resolve customers' problems.,9ac1553a-ff20-46a4-a1dd-1b08cd0637f7,2025/2/4,Expert,1,1,5,4,3,False,False,False,False,False,False,1,3,2,4,3,False,False,False,True,True,True,False,FALSE,
2581,Customer Service Representatives,Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.,9ac1553a-ff20-46a4-a1dd-1b08cd0637f7,2025/2/4,Expert,1,2,5,5,4,False,False,False,False,False,False,2,5,4,3,5,False,False,False,True,True,True,False,FALSE,
2582,Customer Service Representatives,Refer unresolved customer grievances to designated departments for further investigation.,9ac1553a-ff20-46a4-a1dd-1b08cd0637f7,2025/2/4,Expert,1,1,5,3,3,False,False,False,False,False,False,1,4,2,3,4,False,False,False,True,True,True,False,FALSE,
2578,Customer Service Representatives,"Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.",51a20660-b319-44ac-9e2d-1f5c4bca356d,2025/2/4,Expert,2,3,4,4,3,False,False,False,False,False,False,2,4,3,2,3,False,True,False,True,False,True,True,FALSE,
2580,Customer Service Representatives,Check to ensure that appropriate changes were made to resolve customers' problems.,51a20660-b319-44ac-9e2d-1f5c4bca356d,2025/2/4,Average,3,2,3,3,2,False,False,False,True,True,False,2,3,3,2,2,False,False,False,False,False,False,False,,FALSE
2583,Customer Service Representatives,"Determine charges for services requested, collect deposits or payments, or arrange for billing.",51a20660-b319-44ac-9e2d-1f5c4bca356d,2025/2/4,Expert,3,3,4,4,3,False,True,False,False,False,True,3,1,1,2,2,False,False,False,False,False,False,False,,FALSE
2582,Customer Service Representatives,Refer unresolved customer grievances to designated departments for further investigation.,51a20660-b319-44ac-9e2d-1f5c4bca356d,2025/2/4,Novice,4,1,1,2,1,False,False,True,True,True,False,1,4,1,3,3,False,False,True,True,False,True,True,,
2579,Customer Service Representatives,"Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.",51a20660-b319-44ac-9e2d-1f5c4bca356d,2025/2/4,Average,3,3,3,3,2,False,True,False,False,False,True,2,4,2,3,3,False,False,True,True,False,False,False,,
2578,Customer Service Representatives,"Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.",a04ad3b9-2354-476d-9073-5105fea2993f,2025/2/4,Expert,1,4,4,4,2,False,False,False,False,False,False,1,5,3,4,5,False,True,False,True,False,False,False,FALSE,
2580,Customer Service Representatives,Check to ensure that appropriate changes were made to resolve customers' problems.,a04ad3b9-2354-476d-9073-5105fea2993f,2025/2/4,Novice,3,1,1,1,1,True,True,False,False,False,False,1,2,3,2,1,False,False,False,False,False,False,False,,FALSE
2581,Customer Service Representatives,Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.,a04ad3b9-2354-476d-9073-5105fea2993f,2025/2/4,Expert,2,2,2,3,1,False,False,False,False,False,False,3,4,4,4,3,False,False,False,True,False,True,False,FALSE,
2583,Customer Service Representatives,"Determine charges for services requested, collect deposits or payments, or arrange for billing.",a04ad3b9-2354-476d-9073-5105fea2993f,2025/2/4,Expert,3,2,3,2,1,False,True,False,False,False,False,1,4,3,3,2,False,False,False,False,False,False,False,,FALSE
2584,Customer Service Representatives,"Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.",a04ad3b9-2354-476d-9073-5105fea2993f,2025/2/4,Expert,3,1,1,1,1,True,True,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
2582,Customer Service Representatives,Refer unresolved customer grievances to designated departments for further investigation.,a04ad3b9-2354-476d-9073-5105fea2993f,2025/2/4,Expert,1,1,3,3,1,False,False,False,False,False,False,3,5,5,5,5,True,False,False,True,False,False,False,FALSE,
2579,Customer Service Representatives,"Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.",a04ad3b9-2354-476d-9073-5105fea2993f,2025/2/4,Expert,1,1,2,3,2,False,False,False,False,False,False,3,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
2591,Customer Service Representatives,"Recommend improvements in products, packaging, shipping, service, or billing methods and procedures to prevent future problems.",a04ad3b9-2354-476d-9073-5105fea2993f,2025/2/4,Average,1,1,1,2,1,False,False,False,False,False,False,1,4,2,4,3,False,False,True,True,False,False,False,FALSE,
2578,Customer Service Representatives,"Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.",3ebaf3c4-560d-4f15-9032-ad4b40e6a004,2025/2/4,Expert,3,1,2,1,3,True,True,False,False,False,True,1,2,2,2,3,False,False,False,True,True,False,False,,
2582,Customer Service Representatives,Refer unresolved customer grievances to designated departments for further investigation.,3ebaf3c4-560d-4f15-9032-ad4b40e6a004,2025/2/4,Average,2,5,1,1,2,False,False,False,False,False,False,1,3,3,3,3,False,True,True,True,True,False,False,FALSE,
21511,Accountants and Auditors,"Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",58576f35-6401-4020-ba16-ec61ab31ecc0,2025/2/4,Average,4,4,3,4,4,True,True,False,False,False,False,4,2,3,4,4,False,False,False,True,False,True,False,,
21514,Accountants and Auditors,"Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.",58576f35-6401-4020-ba16-ec61ab31ecc0,2025/2/4,Average,3,4,5,3,3,False,False,True,True,True,False,3,3,4,3,4,False,True,False,False,True,False,False,,
21515,Accountants and Auditors,Prepare adjusting journal entries.,58576f35-6401-4020-ba16-ec61ab31ecc0,2025/2/4,Expert,3,3,4,3,4,False,False,False,False,True,False,3,4,3,4,4,False,False,True,False,False,True,True,,
21516,Accountants and Auditors,Review accounts for discrepancies and reconcile differences.,58576f35-6401-4020-ba16-ec61ab31ecc0,2025/2/4,Expert,3,2,4,3,2,False,False,False,True,False,True,3,3,4,3,3,False,False,True,True,False,False,True,,
2578,Customer Service Representatives,"Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.",1e179847-c9a2-4022-b113-801d7f72326b,2025/2/4,Expert,1,5,5,4,3,False,False,False,False,False,False,3,4,3,4,4,False,True,True,True,True,True,True,FALSE,
2580,Customer Service Representatives,Check to ensure that appropriate changes were made to resolve customers' problems.,1e179847-c9a2-4022-b113-801d7f72326b,2025/2/4,Expert,1,2,5,5,3,False,False,False,False,False,False,4,4,4,4,4,False,False,False,False,False,False,False,FALSE,
2579,Customer Service Representatives,"Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.",1e179847-c9a2-4022-b113-801d7f72326b,2025/2/4,Average,1,1,4,4,2,False,False,False,False,False,False,4,4,4,4,4,False,False,False,False,False,False,False,FALSE,
2578,Customer Service Representatives,"Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.",d89414fb-2116-4891-8eb2-52b7423851e2,2025/2/4,Average,4,2,3,3,1,False,False,False,True,False,False,1,4,2,2,2,False,False,False,False,False,False,False,,FALSE
2580,Customer Service Representatives,Check to ensure that appropriate changes were made to resolve customers' problems.,d89414fb-2116-4891-8eb2-52b7423851e2,2025/2/4,Average,2,1,2,2,2,False,False,False,False,False,False,1,2,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
2583,Customer Service Representatives,"Determine charges for services requested, collect deposits or payments, or arrange for billing.",d89414fb-2116-4891-8eb2-52b7423851e2,2025/2/4,Average,4,4,4,2,1,False,True,False,False,False,False,1,4,2,2,1,False,False,False,False,False,False,False,,FALSE
2579,Customer Service Representatives,"Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.",d89414fb-2116-4891-8eb2-52b7423851e2,2025/2/4,Average,4,1,2,2,1,False,True,False,False,False,False,1,3,2,1,2,False,False,False,False,False,False,False,,FALSE
11237,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Answer customers' questions about products, prices, availability, or credit terms.",3d257e7d-751d-462a-93a7-61d1cd9333b6,2025/2/4,Novice,3,3,4,1,4,False,False,True,False,False,False,3,5,3,3,3,False,True,False,False,False,False,False,,
11246,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare sales presentations or proposals to explain product specifications or applications.,3d257e7d-751d-462a-93a7-61d1cd9333b6,2025/2/4,Novice,5,3,3,3,3,False,False,True,False,False,False,3,2,4,4,4,False,True,False,False,False,False,False,,
11252,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Complete expense reports, sales reports, or other paperwork.",3d257e7d-751d-462a-93a7-61d1cd9333b6,2025/2/4,Novice,4,2,3,2,3,False,False,False,False,False,False,4,3,5,3,4,False,True,False,False,False,False,False,,
11249,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Inform customers of estimated delivery schedules, service contracts, warranties, or other information pertaining to purchased products.",3d257e7d-751d-462a-93a7-61d1cd9333b6,2025/2/4,Novice,3,5,3,1,5,True,False,False,False,False,False,2,3,3,3,4,False,True,False,False,False,False,False,,
11245,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Collaborate with colleagues to exchange information, such as selling strategies or marketing information.",3d257e7d-751d-462a-93a7-61d1cd9333b6,2025/2/4,Novice,4,3,4,1,3,False,False,True,False,False,False,3,4,2,3,3,False,False,False,True,False,False,False,,
20619,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify accuracy of materials lists.,3d257e7d-751d-462a-93a7-61d1cd9333b6,2025/2/4,Average,4,4,3,1,4,False,False,True,False,False,False,3,3,3,4,4,False,True,False,False,False,False,False,,
20620,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify customer credit ratings.,3d257e7d-751d-462a-93a7-61d1cd9333b6,2025/2/4,Average,4,3,2,1,3,False,False,True,False,False,False,3,4,2,4,2,False,False,False,False,False,False,False,,FALSE
19826,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Present information to customers about the energy efficiency or environmental impact of scientific or technical products.,3d257e7d-751d-462a-93a7-61d1cd9333b6,2025/2/4,Expert,3,3,2,1,4,False,False,True,False,False,False,3,3,2,4,4,False,True,False,False,False,False,False,,
20608,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare and submit sales contracts for orders.,22212f89-3f81-4661-85b9-7a507e26a0f3,2025/2/4,Expert,5,4,5,2,5,True,False,True,False,False,True,4,5,5,5,5,True,True,True,True,True,True,True,,
11241,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Maintain customer records, using automated systems.",22212f89-3f81-4661-85b9-7a507e26a0f3,2025/2/4,Expert,5,4,3,4,4,True,False,True,False,False,True,4,4,4,4,5,False,False,False,False,False,False,False,,
11241,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Maintain customer records, using automated systems.",367e9aa4-822c-4a99-acff-e981f4b52e30,2025/2/4,Novice,3,1,2,1,1,True,True,False,False,False,True,1,3,1,3,3,False,True,True,True,True,True,False,,
11237,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Answer customers' questions about products, prices, availability, or credit terms.",367e9aa4-822c-4a99-acff-e981f4b52e30,2025/2/4,Expert,1,3,4,5,5,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,False,True,FALSE,
11238,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Quote prices, credit terms, or other bid specifications.",367e9aa4-822c-4a99-acff-e981f4b52e30,2025/2/4,Expert,1,3,5,5,5,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,False,True,FALSE,
11261,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Compute customer's installation or production costs and estimate savings from new services, products, or equipment.",367e9aa4-822c-4a99-acff-e981f4b52e30,2025/2/4,Expert,1,4,5,4,5,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,False,True,FALSE,
11245,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Collaborate with colleagues to exchange information, such as selling strategies or marketing information.",367e9aa4-822c-4a99-acff-e981f4b52e30,2025/2/4,Expert,2,2,2,1,3,False,False,False,False,False,False,1,5,1,5,4,False,False,True,True,False,True,True,FALSE,
20620,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify customer credit ratings.,367e9aa4-822c-4a99-acff-e981f4b52e30,2025/2/4,Expert,2,3,5,2,3,False,False,False,False,False,False,1,4,5,5,5,False,True,True,True,True,True,True,FALSE,
11237,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Answer customers' questions about products, prices, availability, or credit terms.",2e30bf1f-1172-4545-bf4e-6871a20f9633,2025/2/4,Average,1,4,4,3,3,False,False,False,False,False,False,1,4,3,4,3,False,True,True,True,False,True,True,FALSE,
11238,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Quote prices, credit terms, or other bid specifications.",2e30bf1f-1172-4545-bf4e-6871a20f9633,2025/2/4,Expert,1,4,4,4,3,False,False,False,False,False,False,2,2,4,2,4,False,True,True,False,True,True,True,FALSE,
11252,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Complete expense reports, sales reports, or other paperwork.",2e30bf1f-1172-4545-bf4e-6871a20f9633,2025/2/4,Average,5,1,1,1,1,True,True,True,True,True,True,2,1,1,1,1,False,False,False,False,False,False,False,,FALSE
20620,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify customer credit ratings.,2e30bf1f-1172-4545-bf4e-6871a20f9633,2025/2/4,Expert,2,4,4,4,4,False,False,False,False,False,False,1,2,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
2580,Customer Service Representatives,Check to ensure that appropriate changes were made to resolve customers' problems.,8e0338c0-77a3-4cc4-ba4f-3889bf21a888,2025/2/4,Expert,5,3,4,1,3,True,False,False,False,False,False,3,4,4,4,5,True,True,False,True,True,False,False,,
2581,Customer Service Representatives,Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.,8e0338c0-77a3-4cc4-ba4f-3889bf21a888,2025/2/4,Expert,5,2,3,2,3,True,True,True,True,False,False,3,2,4,2,5,False,True,False,False,True,True,True,,
21514,Accountants and Auditors,"Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.",39688778-3db9-4505-9aa7-9028d09862a4,2025/2/4,Average,1,2,4,3,2,False,False,False,False,False,False,1,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
21515,Accountants and Auditors,Prepare adjusting journal entries.,39688778-3db9-4505-9aa7-9028d09862a4,2025/2/4,Novice,3,1,2,1,1,False,True,True,False,False,True,1,2,3,4,2,False,False,False,False,False,False,False,,FALSE
21516,Accountants and Auditors,Review accounts for discrepancies and reconcile differences.,39688778-3db9-4505-9aa7-9028d09862a4,2025/2/4,Expert,1,2,4,3,3,False,False,False,False,False,False,1,4,1,5,5,False,True,True,True,True,True,True,FALSE,
21520,Accountants and Auditors,Report to management regarding the finances of establishment.,39688778-3db9-4505-9aa7-9028d09862a4,2025/2/4,Novice,1,2,4,5,3,False,False,False,False,False,False,1,5,3,4,3,True,True,True,True,True,True,True,FALSE,
21511,Accountants and Auditors,"Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",006d04d0-7e7c-4553-931e-704a998c90a0,2025/2/4,Expert,5,2,1,2,5,False,True,True,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
21514,Accountants and Auditors,"Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.",006d04d0-7e7c-4553-931e-704a998c90a0,2025/2/4,Expert,1,1,1,1,1,False,False,False,False,False,False,1,1,2,1,1,False,False,False,False,False,False,False,FALSE,FALSE
21515,Accountants and Auditors,Prepare adjusting journal entries.,006d04d0-7e7c-4553-931e-704a998c90a0,2025/2/4,Average,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
21520,Accountants and Auditors,Report to management regarding the finances of establishment.,006d04d0-7e7c-4553-931e-704a998c90a0,2025/2/4,Expert,2,1,1,1,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
21522,Accountants and Auditors,"Evaluate taxpayer finances to determine tax liability, using knowledge of interest and discount rates, annuities, valuation of stocks and bonds, and amortization valuation of depletable assets.",006d04d0-7e7c-4553-931e-704a998c90a0,2025/2/4,Expert,2,1,2,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20608,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare and submit sales contracts for orders.,9954ac73-5cfa-494f-abfb-429a904327d7,2025/2/4,Average,3,2,3,1,4,False,True,True,False,False,False,2,5,4,4,3,False,True,True,False,False,False,True,,
11241,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Maintain customer records, using automated systems.",9954ac73-5cfa-494f-abfb-429a904327d7,2025/2/4,Expert,3,3,4,1,4,True,True,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
20619,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify accuracy of materials lists.,9954ac73-5cfa-494f-abfb-429a904327d7,2025/2/4,Expert,1,3,4,1,4,False,False,False,False,False,False,4,1,1,4,4,False,False,True,False,True,False,True,FALSE,
20620,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify customer credit ratings.,9954ac73-5cfa-494f-abfb-429a904327d7,2025/2/4,Average,1,4,4,1,3,False,False,False,False,False,False,1,4,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
2581,Customer Service Representatives,Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.,0f89d819-f87a-4abb-b394-6af0328cb8d5,2025/2/4,Novice,4,3,3,4,4,False,True,False,False,True,False,3,4,4,4,3,False,True,True,False,False,False,True,,
2578,Customer Service Representatives,"Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.",c391413c-4a8b-4ae2-88e6-270d1045757e,2025/2/4,Expert,2,5,5,5,5,False,False,False,False,False,False,2,2,3,3,5,False,True,True,True,False,False,False,FALSE,
2581,Customer Service Representatives,Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.,c391413c-4a8b-4ae2-88e6-270d1045757e,2025/2/4,Expert,2,5,5,5,5,False,False,False,False,False,False,3,5,5,5,5,False,True,False,True,True,False,True,FALSE,
2583,Customer Service Representatives,"Determine charges for services requested, collect deposits or payments, or arrange for billing.",c391413c-4a8b-4ae2-88e6-270d1045757e,2025/2/4,Expert,5,5,5,5,5,True,True,False,True,True,False,4,4,5,4,5,False,False,False,True,True,True,False,,
2584,Customer Service Representatives,"Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.",c391413c-4a8b-4ae2-88e6-270d1045757e,2025/2/4,Expert,3,5,4,5,4,False,False,True,True,True,True,3,5,5,4,5,True,False,False,True,True,False,False,,
2582,Customer Service Representatives,Refer unresolved customer grievances to designated departments for further investigation.,c391413c-4a8b-4ae2-88e6-270d1045757e,2025/2/4,Expert,4,5,4,5,4,False,True,False,True,True,False,4,5,4,5,4,False,False,True,False,True,True,False,,
2579,Customer Service Representatives,"Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.",c391413c-4a8b-4ae2-88e6-270d1045757e,2025/2/4,Expert,4,3,4,5,5,False,True,True,False,True,False,4,4,3,4,5,True,False,True,False,False,False,True,,
2587,Customer Service Representatives,Review insurance policy terms to determine whether a particular loss is covered by insurance.,c391413c-4a8b-4ae2-88e6-270d1045757e,2025/2/4,Expert,3,2,4,4,5,True,True,False,False,True,True,4,3,3,4,4,True,True,True,False,False,False,False,,
2589,Customer Service Representatives,Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.,c391413c-4a8b-4ae2-88e6-270d1045757e,2025/2/4,Expert,3,4,3,4,3,False,False,False,False,True,True,3,3,3,4,2,False,False,False,False,False,False,False,,FALSE
2585,Customer Service Representatives,"Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.",c391413c-4a8b-4ae2-88e6-270d1045757e,2025/2/4,Expert,3,3,4,4,4,False,True,False,True,True,False,3,4,4,3,2,False,False,False,False,False,False,False,,FALSE
2581,Customer Service Representatives,Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.,4edda6d3-3e30-49fe-90cc-067c2073ab1b,2025/2/4,Expert,1,2,2,2,4,False,False,False,False,False,False,4,5,2,4,4,True,False,False,True,False,False,False,FALSE,
2583,Customer Service Representatives,"Determine charges for services requested, collect deposits or payments, or arrange for billing.",4edda6d3-3e30-49fe-90cc-067c2073ab1b,2025/2/4,Expert,1,3,2,2,4,False,False,False,False,False,False,3,4,2,4,4,True,False,True,False,False,False,False,FALSE,
2584,Customer Service Representatives,"Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.",4edda6d3-3e30-49fe-90cc-067c2073ab1b,2025/2/4,Expert,2,3,4,2,4,False,False,False,False,False,False,4,3,3,3,4,True,True,True,False,False,False,False,FALSE,
2582,Customer Service Representatives,Refer unresolved customer grievances to designated departments for further investigation.,4edda6d3-3e30-49fe-90cc-067c2073ab1b,2025/2/4,Expert,2,3,4,2,4,False,False,False,False,False,False,3,2,2,2,3,False,False,False,True,False,True,False,FALSE,
2579,Customer Service Representatives,"Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.",4edda6d3-3e30-49fe-90cc-067c2073ab1b,2025/2/4,Expert,2,3,3,2,4,False,False,False,False,False,False,2,2,3,2,4,True,False,False,True,False,False,False,FALSE,
2587,Customer Service Representatives,Review insurance policy terms to determine whether a particular loss is covered by insurance.,4edda6d3-3e30-49fe-90cc-067c2073ab1b,2025/2/4,Expert,2,3,4,4,4,False,False,False,False,False,False,4,4,4,4,4,True,False,True,False,True,False,False,FALSE,
2589,Customer Service Representatives,Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.,4edda6d3-3e30-49fe-90cc-067c2073ab1b,2025/2/4,Novice,4,3,4,3,4,False,False,True,False,False,True,3,3,3,3,3,True,False,True,False,False,False,False,,
2585,Customer Service Representatives,"Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.",4edda6d3-3e30-49fe-90cc-067c2073ab1b,2025/2/4,Expert,3,3,4,3,4,False,False,True,False,False,True,3,3,3,3,2,False,False,False,False,False,False,False,,FALSE
20608,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare and submit sales contracts for orders.,57f2ed5a-4b08-40d1-970e-ca96867cf38d,2025/2/4,Expert,4,1,4,1,3,True,True,False,False,False,True,1,4,3,4,3,False,True,True,False,False,True,False,,
11241,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Maintain customer records, using automated systems.",57f2ed5a-4b08-40d1-970e-ca96867cf38d,2025/2/4,Expert,4,1,4,1,2,True,True,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
11237,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Answer customers' questions about products, prices, availability, or credit terms.",57f2ed5a-4b08-40d1-970e-ca96867cf38d,2025/2/4,Expert,3,1,4,1,4,False,False,False,False,False,True,1,4,3,4,3,False,True,True,True,False,True,False,some of the question are simple and easily answered no need for me to answer they easy questions in person,
11238,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Quote prices, credit terms, or other bid specifications.",57f2ed5a-4b08-40d1-970e-ca96867cf38d,2025/2/4,Expert,3,2,5,1,3,True,True,False,True,False,False,1,4,3,4,3,False,True,True,False,True,True,False,,
11261,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Compute customer's installation or production costs and estimate savings from new services, products, or equipment.",57f2ed5a-4b08-40d1-970e-ca96867cf38d,2025/2/4,Expert,3,2,5,1,4,True,False,False,False,False,True,3,4,3,4,4,True,True,True,False,True,False,False,,
11246,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare sales presentations or proposals to explain product specifications or applications.,57f2ed5a-4b08-40d1-970e-ca96867cf38d,2025/2/4,Average,4,1,3,1,3,True,True,False,True,False,False,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
11252,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Complete expense reports, sales reports, or other paperwork.",57f2ed5a-4b08-40d1-970e-ca96867cf38d,2025/2/4,Expert,5,2,5,1,1,True,True,False,True,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
11249,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Inform customers of estimated delivery schedules, service contracts, warranties, or other information pertaining to purchased products.",57f2ed5a-4b08-40d1-970e-ca96867cf38d,2025/2/4,Expert,4,1,4,1,3,True,False,False,False,False,False,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
11245,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Collaborate with colleagues to exchange information, such as selling strategies or marketing information.",57f2ed5a-4b08-40d1-970e-ca96867cf38d,2025/2/4,Expert,2,3,5,1,4,False,False,False,False,False,False,2,5,4,4,4,False,True,True,True,True,True,False,FALSE,
2581,Customer Service Representatives,Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.,0efce7e2-4d7c-491e-b6f6-23c6ff7e3573,2025/2/4,Average,3,1,4,3,2,True,True,True,False,False,False,2,1,3,3,4,False,False,False,True,True,True,False,,
2583,Customer Service Representatives,"Determine charges for services requested, collect deposits or payments, or arrange for billing.",0efce7e2-4d7c-491e-b6f6-23c6ff7e3573,2025/2/4,Expert,4,3,4,3,2,True,True,True,True,True,False,3,2,2,2,3,False,True,True,False,True,False,False,,
2584,Customer Service Representatives,"Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.",0efce7e2-4d7c-491e-b6f6-23c6ff7e3573,2025/2/4,Average,3,1,2,2,2,True,False,False,False,False,True,2,3,3,2,3,True,False,False,False,True,False,True,,
2579,Customer Service Representatives,"Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.",0efce7e2-4d7c-491e-b6f6-23c6ff7e3573,2025/2/4,Expert,3,4,4,3,2,False,True,False,True,False,False,1,4,3,3,4,False,True,False,True,True,True,True,,
2587,Customer Service Representatives,Review insurance policy terms to determine whether a particular loss is covered by insurance.,0efce7e2-4d7c-491e-b6f6-23c6ff7e3573,2025/2/4,Novice,4,1,2,1,1,False,True,False,True,False,False,2,3,2,3,5,True,True,False,True,True,True,True,,
2589,Customer Service Representatives,Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.,0efce7e2-4d7c-491e-b6f6-23c6ff7e3573,2025/2/4,Average,3,1,2,2,2,False,True,True,True,False,False,2,3,2,3,3,False,True,False,False,True,False,True,,
20058,"Business Teachers, Postsecondary",Develop and maintain course Web sites.,56b59e15-a35c-40e4-bbad-0913a6400ad5,2025/2/20,Average,1,2,5,2,5,False,False,False,False,False,False,1,1,1,1,3,False,False,False,False,False,False,False,FALSE,FALSE
2585,Customer Service Representatives,"Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.",0efce7e2-4d7c-491e-b6f6-23c6ff7e3573,2025/2/4,Novice,4,1,2,1,1,True,False,False,True,False,False,1,3,3,2,3,False,True,True,False,True,False,False,,
2591,Customer Service Representatives,"Recommend improvements in products, packaging, shipping, service, or billing methods and procedures to prevent future problems.",0efce7e2-4d7c-491e-b6f6-23c6ff7e3573,2025/2/4,Average,5,1,2,1,1,True,False,False,True,False,False,2,2,2,3,3,True,True,True,True,True,True,False,,
2581,Customer Service Representatives,Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.,b7bc576e-9232-432f-a7e2-8dbfe96069f5,2025/2/4,Expert,3,4,4,2,3,True,False,False,False,False,False,3,3,2,2,2,False,False,False,False,False,False,False,,FALSE
2584,Customer Service Representatives,"Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.",b963aca8-b530-4332-a99a-99f07f30ef49,2025/2/4,Average,3,1,2,2,2,True,False,False,False,False,True,3,5,1,1,2,False,False,False,False,False,False,False,,FALSE
18030,Regulatory Affairs Managers,"Maintain current knowledge of relevant regulations, including proposed and final rules.",61cde921-6413-43b2-8837-f081399f2f67,2025/2/25,Average,2,2,3,1,2,False,False,False,False,False,False,1,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
2581,Customer Service Representatives,Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.,251b856e-845f-407c-9634-be5b0c116df0,2025/2/11,Novice,3,1,1,1,2,True,False,False,False,False,False,1,1,1,1,3,False,False,False,False,False,False,False,,FALSE
2583,Customer Service Representatives,"Determine charges for services requested, collect deposits or payments, or arrange for billing.",251b856e-845f-407c-9634-be5b0c116df0,2025/2/11,Average,5,5,5,1,1,False,False,True,True,False,True,1,1,1,1,3,False,False,False,False,False,False,False,,FALSE
2584,Customer Service Representatives,"Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.",251b856e-845f-407c-9634-be5b0c116df0,2025/2/11,Average,2,2,2,2,2,False,False,False,False,False,False,5,5,5,5,5,False,False,False,False,False,False,False,FALSE,FALSE
2579,Customer Service Representatives,"Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.",251b856e-845f-407c-9634-be5b0c116df0,2025/2/11,Average,2,2,2,2,2,False,False,False,False,False,False,4,4,4,4,5,False,False,False,False,False,False,False,FALSE,FALSE
2585,Customer Service Representatives,"Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.",251b856e-845f-407c-9634-be5b0c116df0,2025/2/11,Average,5,4,4,1,1,True,True,True,True,True,True,5,5,5,5,3,False,False,False,False,False,False,False,,FALSE
20608,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare and submit sales contracts for orders.,de414d23-52ef-4248-96fe-40a0141320eb,2025/2/11,Novice,2,4,4,4,4,False,False,False,False,False,False,3,1,1,1,4,False,False,False,False,False,False,False,FALSE,FALSE
11237,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Answer customers' questions about products, prices, availability, or credit terms.",de414d23-52ef-4248-96fe-40a0141320eb,2025/2/11,Novice,4,4,4,4,3,True,False,False,True,False,False,4,1,1,1,4,False,False,False,False,False,False,False,,FALSE
11238,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Quote prices, credit terms, or other bid specifications.",de414d23-52ef-4248-96fe-40a0141320eb,2025/2/11,Novice,4,4,4,4,4,True,False,False,True,False,False,4,1,1,1,4,False,False,False,False,False,False,False,,FALSE
11261,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Compute customer's installation or production costs and estimate savings from new services, products, or equipment.",de414d23-52ef-4248-96fe-40a0141320eb,2025/2/11,Novice,2,4,4,4,4,False,False,False,False,False,False,3,3,2,3,4,False,False,False,False,False,False,False,FALSE,FALSE
11246,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare sales presentations or proposals to explain product specifications or applications.,de414d23-52ef-4248-96fe-40a0141320eb,2025/2/11,Novice,3,4,4,4,4,True,False,False,True,False,False,3,2,2,2,4,False,False,False,False,False,False,False,,FALSE
11249,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Inform customers of estimated delivery schedules, service contracts, warranties, or other information pertaining to purchased products.",de414d23-52ef-4248-96fe-40a0141320eb,2025/2/11,Novice,2,4,4,4,4,False,False,False,False,False,False,4,2,2,2,4,False,False,False,False,False,False,False,FALSE,FALSE
11245,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Collaborate with colleagues to exchange information, such as selling strategies or marketing information.",de414d23-52ef-4248-96fe-40a0141320eb,2025/2/11,Novice,3,4,4,4,4,True,False,False,True,False,False,3,2,2,2,4,False,False,False,False,False,False,False,,FALSE
20619,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify accuracy of materials lists.,de414d23-52ef-4248-96fe-40a0141320eb,2025/2/11,Novice,4,4,4,4,4,True,False,False,True,False,False,3,1,3,1,4,False,False,False,False,False,False,False,,FALSE
20620,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify customer credit ratings.,de414d23-52ef-4248-96fe-40a0141320eb,2025/2/11,Novice,4,4,4,4,4,False,False,False,False,False,False,3,1,2,2,4,False,False,False,False,False,False,False,,FALSE
2579,Customer Service Representatives,"Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.",1a7bfc0d-cee3-4e39-aeaf-c100bea6a612,2025/2/12,Expert,5,1,2,1,1,True,True,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
2585,Customer Service Representatives,"Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.",1a7bfc0d-cee3-4e39-aeaf-c100bea6a612,2025/2/12,Expert,4,2,3,1,2,True,True,False,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
11238,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Quote prices, credit terms, or other bid specifications.",4e155a3b-d574-4686-a24f-8a3c343027c0,2025/2/12,Expert,3,2,4,3,2,True,True,False,True,False,True,2,4,3,3,4,False,False,False,False,False,False,False,,FALSE
21049,Computer Programmers,Develop Web sites.,dcdc99e1-d187-4ff4-b100-f05a0a8701fa,2025/3/24,Novice,5,1,1,1,3,False,True,False,False,False,False,1,3,1,1,4,False,False,False,False,True,False,False,,
11246,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare sales presentations or proposals to explain product specifications or applications.,4e155a3b-d574-4686-a24f-8a3c343027c0,2025/2/12,Expert,4,3,3,2,1,True,True,True,True,False,True,2,2,3,3,3,False,False,False,False,False,False,False,,FALSE
11252,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Complete expense reports, sales reports, or other paperwork.",4e155a3b-d574-4686-a24f-8a3c343027c0,2025/2/12,Expert,5,1,2,1,1,True,True,False,False,False,True,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
11245,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Collaborate with colleagues to exchange information, such as selling strategies or marketing information.",4e155a3b-d574-4686-a24f-8a3c343027c0,2025/2/12,Expert,3,1,2,2,3,True,False,False,False,False,False,3,4,2,4,4,False,False,False,False,False,False,False,,FALSE
19826,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Present information to customers about the energy efficiency or environmental impact of scientific or technical products.,4e155a3b-d574-4686-a24f-8a3c343027c0,2025/2/12,Average,3,1,2,3,2,True,False,False,False,False,False,3,3,4,5,3,False,False,False,False,False,False,False,,FALSE
2583,Customer Service Representatives,"Determine charges for services requested, collect deposits or payments, or arrange for billing.",ab6bf1b4-399b-4aab-a529-141ae549cb2a,2025/2/12,Expert,3,5,4,3,2,True,True,False,True,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
2584,Customer Service Representatives,"Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.",ab6bf1b4-399b-4aab-a529-141ae549cb2a,2025/2/12,Average,2,3,3,2,2,False,False,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
2591,Customer Service Representatives,"Recommend improvements in products, packaging, shipping, service, or billing methods and procedures to prevent future problems.",ab6bf1b4-399b-4aab-a529-141ae549cb2a,2025/2/12,Average,1,2,2,1,1,False,False,False,False,False,False,1,2,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
11241,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Maintain customer records, using automated systems.",b2683395-53b0-404c-8098-17f492ceb7ad,2025/2/12,Average,2,1,1,2,2,False,False,False,False,False,False,3,2,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
11238,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Quote prices, credit terms, or other bid specifications.",b2683395-53b0-404c-8098-17f492ceb7ad,2025/2/12,Average,2,1,2,2,2,False,False,False,False,False,False,1,3,2,2,3,False,False,False,False,False,False,False,FALSE,FALSE
11261,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Compute customer's installation or production costs and estimate savings from new services, products, or equipment.",b2683395-53b0-404c-8098-17f492ceb7ad,2025/2/12,Average,2,2,2,2,2,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
11246,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare sales presentations or proposals to explain product specifications or applications.,b2683395-53b0-404c-8098-17f492ceb7ad,2025/2/12,Average,3,2,2,2,2,False,False,False,False,False,True,2,2,2,2,3,False,False,False,False,False,False,False,,FALSE
11252,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Complete expense reports, sales reports, or other paperwork.",b2683395-53b0-404c-8098-17f492ceb7ad,2025/2/12,Average,2,3,2,3,2,False,False,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
11249,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Inform customers of estimated delivery schedules, service contracts, warranties, or other information pertaining to purchased products.",b2683395-53b0-404c-8098-17f492ceb7ad,2025/2/12,Average,2,1,1,2,2,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
11245,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Collaborate with colleagues to exchange information, such as selling strategies or marketing information.",b2683395-53b0-404c-8098-17f492ceb7ad,2025/2/12,Average,1,1,2,2,3,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20619,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify accuracy of materials lists.,b2683395-53b0-404c-8098-17f492ceb7ad,2025/2/12,Average,3,1,1,3,3,False,True,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
20620,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify customer credit ratings.,b2683395-53b0-404c-8098-17f492ceb7ad,2025/2/12,Average,2,1,2,2,1,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
2583,Customer Service Representatives,"Determine charges for services requested, collect deposits or payments, or arrange for billing.",6f8741ed-a280-4a49-b1ab-25205a7ca651,2025/2/12,Average,1,2,1,2,2,False,False,False,False,False,False,1,2,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
2589,Customer Service Representatives,Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.,6f8741ed-a280-4a49-b1ab-25205a7ca651,2025/2/12,Average,2,2,2,1,2,False,False,False,False,False,False,1,1,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
2585,Customer Service Representatives,"Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.",6f8741ed-a280-4a49-b1ab-25205a7ca651,2025/2/12,Average,3,3,4,2,4,True,False,True,False,False,False,2,1,3,2,3,False,False,False,False,False,False,False,,FALSE
11238,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Quote prices, credit terms, or other bid specifications.",3a22ced9-09a3-4b48-938b-766a4bf261ea,2025/2/12,Average,1,2,3,2,4,False,False,False,False,False,False,4,4,1,3,4,False,False,False,False,False,False,False,FALSE,FALSE
11246,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare sales presentations or proposals to explain product specifications or applications.,3a22ced9-09a3-4b48-938b-766a4bf261ea,2025/2/12,Average,2,2,3,3,2,False,False,False,False,False,False,3,3,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
11249,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Inform customers of estimated delivery schedules, service contracts, warranties, or other information pertaining to purchased products.",3a22ced9-09a3-4b48-938b-766a4bf261ea,2025/2/12,Expert,4,4,2,3,2,True,False,False,True,False,True,3,2,2,3,4,False,False,False,False,False,False,False,,FALSE
11245,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Collaborate with colleagues to exchange information, such as selling strategies or marketing information.",3a22ced9-09a3-4b48-938b-766a4bf261ea,2025/2/12,Expert,1,2,2,3,1,False,False,False,False,False,False,1,2,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
20619,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify accuracy of materials lists.,3a22ced9-09a3-4b48-938b-766a4bf261ea,2025/2/12,Expert,2,2,2,2,3,False,False,False,False,False,False,2,2,4,1,4,False,False,False,False,False,False,False,FALSE,FALSE
11246,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare sales presentations or proposals to explain product specifications or applications.,19f613ec-8c03-4a3c-9754-9a0e522fe986,2025/2/12,Novice,2,1,1,1,2,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
11249,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Inform customers of estimated delivery schedules, service contracts, warranties, or other information pertaining to purchased products.",19f613ec-8c03-4a3c-9754-9a0e522fe986,2025/2/12,Expert,4,2,2,2,1,True,True,True,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
19826,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Present information to customers about the energy efficiency or environmental impact of scientific or technical products.,19f613ec-8c03-4a3c-9754-9a0e522fe986,2025/2/12,Average,2,2,2,2,2,False,False,False,False,False,False,1,1,1,1,5,False,False,False,False,False,False,False,FALSE,FALSE
2584,Customer Service Representatives,"Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.",b6b97f38-7007-4dc7-b3ed-4e33be9c9c0e,2025/2/12,Average,2,1,2,2,1,False,False,False,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
21514,Accountants and Auditors,"Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.",a9f8f4c6-a4e2-4847-a301-88b823f0e1e8,2025/2/12,Expert,3,4,4,2,4,True,True,True,True,True,True,4,4,3,5,3,False,False,False,False,False,False,False,,FALSE
21516,Accountants and Auditors,Review accounts for discrepancies and reconcile differences.,a9f8f4c6-a4e2-4847-a301-88b823f0e1e8,2025/2/12,Average,3,4,4,2,3,True,True,True,True,True,True,3,3,1,3,2,False,False,False,False,False,False,False,,FALSE
21520,Accountants and Auditors,Report to management regarding the finances of establishment.,a9f8f4c6-a4e2-4847-a301-88b823f0e1e8,2025/2/12,Expert,3,5,5,2,4,True,True,True,True,True,True,3,3,1,3,1,False,False,False,False,False,False,False,,FALSE
21511,Accountants and Auditors,"Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",c90a21ba-dddc-4837-8bef-10ab75ae5d38,2025/2/14,Average,3,1,4,3,1,True,False,True,False,False,False,1,3,3,3,4,False,False,False,False,False,False,False,,FALSE
21514,Accountants and Auditors,"Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.",c90a21ba-dddc-4837-8bef-10ab75ae5d38,2025/2/14,Expert,2,4,4,3,4,False,False,False,False,False,False,1,4,4,4,4,False,False,False,False,False,False,False,FALSE,FALSE
21515,Accountants and Auditors,Prepare adjusting journal entries.,c90a21ba-dddc-4837-8bef-10ab75ae5d38,2025/2/14,Expert,2,3,4,3,2,False,False,False,False,False,False,1,3,2,4,3,False,False,False,False,False,False,False,FALSE,FALSE
21516,Accountants and Auditors,Review accounts for discrepancies and reconcile differences.,c90a21ba-dddc-4837-8bef-10ab75ae5d38,2025/2/14,Expert,2,4,4,4,4,False,False,False,False,False,False,1,3,4,5,5,False,False,False,False,False,False,False,FALSE,FALSE
14707,Web Developers,Write supporting code for Web applications or Web sites.,cfbbcb0f-6f7e-4854-b021-1209a010a93f,2025/2/15,Average,1,3,4,3,4,False,False,False,False,False,False,1,4,2,3,3,False,False,False,False,False,False,False,FALSE,FALSE
14694,Web Developers,"Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",cfbbcb0f-6f7e-4854-b021-1209a010a93f,2025/2/15,Average,2,2,4,3,3,False,False,False,False,False,False,1,4,3,4,4,False,False,False,False,False,False,False,FALSE,FALSE
14700,Web Developers,"Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.",cfbbcb0f-6f7e-4854-b021-1209a010a93f,2025/2/15,Average,3,2,4,3,3,True,True,False,False,False,True,1,3,3,5,2,False,False,False,False,False,False,False,,FALSE
14710,Web Developers,"Perform Web site tests according to planned schedules, or after any Web site or product revision.",cfbbcb0f-6f7e-4854-b021-1209a010a93f,2025/2/15,Average,4,1,3,1,1,True,True,False,False,False,True,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
14695,Web Developers,Perform or direct Web site updates.,cfbbcb0f-6f7e-4854-b021-1209a010a93f,2025/2/15,Average,2,1,3,3,2,False,False,False,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
14713,Web Developers,"Respond to user email inquiries, or set up automated systems to send responses.",cfbbcb0f-6f7e-4854-b021-1209a010a93f,2025/2/15,Average,4,1,2,1,1,True,True,False,False,False,True,1,4,2,2,2,False,False,False,False,False,False,False,,FALSE
14719,Web Developers,Recommend and implement performance improvements.,cfbbcb0f-6f7e-4854-b021-1209a010a93f,2025/2/15,Novice,3,1,3,1,1,True,True,False,False,False,True,1,1,1,3,1,False,False,False,False,False,False,False,,FALSE
14722,Web Developers,"Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.",cfbbcb0f-6f7e-4854-b021-1209a010a93f,2025/2/15,Average,4,1,2,1,1,True,True,False,False,False,True,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
978,Computer and Information Systems Managers,Review project plans to plan and coordinate project activity.,ac9969bb-e13d-408a-8092-ef8eee5ad2f5,2025/2/15,Expert,4,1,1,1,1,True,True,True,True,False,True,1,4,3,4,3,False,False,False,False,False,False,False,,FALSE
970,Computer and Information Systems Managers,Stay abreast of advances in technology.,ac9969bb-e13d-408a-8092-ef8eee5ad2f5,2025/2/15,Expert,4,1,1,1,1,True,True,False,False,False,False,1,1,1,4,1,False,False,False,False,False,False,False,,FALSE
980,Computer and Information Systems Managers,Prepare and review operational reports or project progress reports.,ac9969bb-e13d-408a-8092-ef8eee5ad2f5,2025/2/15,Expert,3,1,1,1,1,True,True,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
2584,Customer Service Representatives,"Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.",d60c7bdf-7309-46a0-87b5-1a9d787693bc,2025/2/15,Novice,5,1,2,1,2,True,False,False,False,False,False,4,5,3,5,4,False,False,False,False,False,False,False,,FALSE
2589,Customer Service Representatives,Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.,d60c7bdf-7309-46a0-87b5-1a9d787693bc,2025/2/15,Average,4,3,4,2,4,True,True,True,False,False,False,1,5,4,5,3,False,False,False,False,False,False,False,,FALSE
2585,Customer Service Representatives,"Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.",d60c7bdf-7309-46a0-87b5-1a9d787693bc,2025/2/15,Average,1,3,5,1,2,False,False,False,False,False,False,5,5,5,5,1,False,False,False,False,False,False,False,FALSE,FALSE
2591,Customer Service Representatives,"Recommend improvements in products, packaging, shipping, service, or billing methods and procedures to prevent future problems.",d60c7bdf-7309-46a0-87b5-1a9d787693bc,2025/2/15,Average,3,3,3,1,4,False,False,True,True,True,True,4,5,4,5,3,False,False,False,False,False,False,False,,FALSE
3775,Lawyers,"Analyze the probable outcomes of cases, using knowledge of legal precedents.",05f83df5-0463-498e-8054-deae7c2f7d28,2025/2/15,Expert,1,1,2,1,1,False,False,False,False,False,False,1,2,1,1,4,False,False,False,False,False,False,False,FALSE,FALSE
3783,Lawyers,"Study Constitution, statutes, decisions, regulations, and ordinances of quasi-judicial bodies to determine ramifications for cases.",05f83df5-0463-498e-8054-deae7c2f7d28,2025/2/15,Average,1,1,3,2,3,False,False,False,False,False,False,1,2,1,4,5,False,False,False,False,False,False,False,FALSE,FALSE
20877,Lawyers,"Prepare, draft, and review legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts.",05f83df5-0463-498e-8054-deae7c2f7d28,2025/2/15,Novice,1,1,1,1,1,False,False,False,False,False,False,1,4,4,1,4,False,False,False,False,False,False,False,FALSE,FALSE
14707,Web Developers,Write supporting code for Web applications or Web sites.,fb25680c-4564-41fe-bb02-142d6b3cf30c,2025/2/15,Average,4,2,4,5,5,True,False,True,True,False,False,3,3,2,2,5,False,False,False,False,False,False,False,,FALSE
14694,Web Developers,"Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",fb25680c-4564-41fe-bb02-142d6b3cf30c,2025/2/15,Average,2,3,3,4,2,False,False,False,False,False,False,3,4,4,2,4,False,False,False,False,False,False,False,FALSE,FALSE
14700,Web Developers,"Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.",fb25680c-4564-41fe-bb02-142d6b3cf30c,2025/2/15,Average,3,2,2,5,3,False,True,False,False,False,False,3,3,2,5,5,False,False,False,False,False,False,False,,FALSE
14713,Web Developers,"Respond to user email inquiries, or set up automated systems to send responses.",fb25680c-4564-41fe-bb02-142d6b3cf30c,2025/2/15,Average,2,1,1,1,1,False,False,False,False,False,False,2,3,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
14722,Web Developers,"Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.",fb25680c-4564-41fe-bb02-142d6b3cf30c,2025/2/15,Average,1,3,5,5,5,False,False,False,False,False,False,3,2,3,2,5,False,False,False,False,False,False,False,FALSE,FALSE
5663,"Business Teachers, Postsecondary","Evaluate and grade students' class work, assignments, and papers.",39f6dc04-cbe7-4041-b892-8d04ea533c95,2025/2/15,Expert,1,1,4,3,2,False,False,False,False,False,False,1,3,3,5,3,False,False,False,False,False,False,False,FALSE,FALSE
5666,"Business Teachers, Postsecondary","Maintain student attendance records, grades, and other required records.",39f6dc04-cbe7-4041-b892-8d04ea533c95,2025/2/15,Expert,1,1,2,2,1,False,False,False,False,False,False,1,3,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
5664,"Business Teachers, Postsecondary","Compile, administer, and grade examinations, or assign this work to others.",39f6dc04-cbe7-4041-b892-8d04ea533c95,2025/2/15,Expert,2,1,3,2,1,False,False,False,False,False,False,1,2,1,2,1,False,False,False,False,False,False,False,FALSE,FALSE
5669,"Business Teachers, Postsecondary",Maintain regularly scheduled office hours to advise and assist students.,39f6dc04-cbe7-4041-b892-8d04ea533c95,2025/2/15,Expert,1,2,5,3,4,False,False,False,False,False,False,5,5,5,5,5,False,False,False,False,False,False,False,FALSE,FALSE
5673,"Business Teachers, Postsecondary",Collaborate with colleagues to address teaching and research issues.,39f6dc04-cbe7-4041-b892-8d04ea533c95,2025/2/15,Expert,1,1,5,5,5,False,False,False,False,False,False,5,5,5,5,5,False,False,False,False,False,False,False,FALSE,FALSE
5671,"Business Teachers, Postsecondary",Advise students on academic and vocational curricula and career issues.,39f6dc04-cbe7-4041-b892-8d04ea533c95,2025/2/15,Expert,1,1,5,5,5,False,False,False,False,False,False,5,5,5,5,5,False,False,False,False,False,False,False,FALSE,FALSE
20058,"Business Teachers, Postsecondary",Develop and maintain course Web sites.,39f6dc04-cbe7-4041-b892-8d04ea533c95,2025/2/15,Expert,2,2,5,3,3,False,False,False,False,False,False,1,1,4,5,4,False,False,False,False,False,False,False,FALSE,FALSE
11261,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Compute customer's installation or production costs and estimate savings from new services, products, or equipment.",e947d23d-6b92-4789-ab4b-6130434aecf1,2025/2/15,Novice,5,3,4,1,3,True,True,True,True,True,True,2,3,4,5,4,False,False,False,False,False,False,False,,FALSE
11246,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Prepare sales presentations or proposals to explain product specifications or applications.,db4f37e6-6f43-4257-9dd7-a034f78ed30b,2025/2/15,Average,3,1,3,1,3,False,False,True,False,True,False,3,4,2,4,3,False,False,False,False,False,False,False,,FALSE
14707,Web Developers,Write supporting code for Web applications or Web sites.,1f91aba2-1758-4885-b585-22ee2611fc39,2025/2/15,Expert,5,1,3,1,3,True,False,True,False,False,True,1,2,4,5,2,False,False,False,False,False,False,False,,FALSE
18855,Human Resources Specialists,Conduct reference or background checks on job applicants.,41d4ce93-898c-403d-90bc-e9b7d540cbfe,2025/2/20,Expert,4,4,5,1,3,False,True,False,True,False,False,2,3,4,4,5,False,False,False,False,False,False,False,,FALSE
3906,Media Technical Directors/Managers,Collaborate with promotions directors to produce on-air station promotions.,7388a0a7-c006-4810-a23f-06504584ecb5,2025/2/20,Expert,3,2,3,3,3,False,False,True,False,False,False,3,3,3,3,3,False,False,False,False,False,False,False,,FALSE
14694,Web Developers,"Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",1f91aba2-1758-4885-b585-22ee2611fc39,2025/2/15,Expert,5,4,5,1,5,True,False,True,False,False,True,1,5,5,5,4,False,False,False,False,False,False,False,,FALSE
14698,Web Developers,Back up files from Web sites to local directories for instant recovery in case of problems.,1f91aba2-1758-4885-b585-22ee2611fc39,2025/2/15,Expert,5,1,2,1,5,True,True,True,False,False,True,1,1,1,4,1,False,False,False,False,False,False,False,,FALSE
14708,Web Developers,Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.,1f91aba2-1758-4885-b585-22ee2611fc39,2025/2/15,Expert,5,2,5,1,1,True,True,True,True,True,True,3,5,5,5,5,False,False,False,False,False,False,False,,FALSE
14714,Web Developers,Develop or implement procedures for ongoing Web site revision.,1f91aba2-1758-4885-b585-22ee2611fc39,2025/2/15,Average,5,2,2,1,1,True,False,True,False,False,True,1,4,4,4,4,False,False,False,False,False,False,False,,FALSE
14722,Web Developers,"Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.",1f91aba2-1758-4885-b585-22ee2611fc39,2025/2/15,Average,5,2,2,4,2,True,False,True,False,False,True,1,4,5,4,4,False,False,False,False,False,False,False,,FALSE
3775,Lawyers,"Analyze the probable outcomes of cases, using knowledge of legal precedents.",82731fc3-3802-4f40-b1a3-c2ebbac15172,2025/2/15,Average,5,2,3,1,3,True,False,True,False,True,True,1,3,3,5,3,False,False,False,False,False,False,False,,FALSE
20877,Lawyers,"Prepare, draft, and review legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts.",82731fc3-3802-4f40-b1a3-c2ebbac15172,2025/2/15,Average,5,1,1,1,1,True,True,True,False,True,True,1,3,3,2,2,False,False,False,False,False,False,False,,FALSE
20877,Lawyers,"Prepare, draft, and review legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts.",8ed41e1c-72f6-46a6-a45d-aac4e59a5211,2025/2/15,Average,3,4,3,4,2,False,True,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
1282,Computer User Support Specialists,Answer user inquiries regarding computer software or hardware operation to resolve problems.,150f350e-279a-4cb9-8742-f67b5aa703ae,2025/2/25,Expert,4,3,4,3,3,True,False,False,True,False,False,1,4,3,4,4,False,False,True,True,False,True,False,,
1288,Computer User Support Specialists,"Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.",150f350e-279a-4cb9-8742-f67b5aa703ae,2025/2/25,Expert,3,1,4,2,2,True,True,False,False,False,False,1,1,2,4,2,False,False,False,False,False,False,False,,FALSE
15612,Clinical Research Coordinators,"Schedule subjects for appointments, procedures, or inpatient stays as required by study protocols.",382dac7a-5a14-46b6-9a7b-e81193023e27,2025/2/25,Expert,2,1,1,1,2,False,False,False,False,False,False,1,4,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
15595,Clinical Research Coordinators,"Prepare study-related documentation, such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, or progress reports.",382dac7a-5a14-46b6-9a7b-e81193023e27,2025/2/25,Expert,2,1,3,3,1,False,False,False,False,False,False,1,3,4,4,4,False,True,True,True,True,False,True,FALSE,
15594,Clinical Research Coordinators,Record adverse event and side effect data and confer with investigators regarding the reporting of events to oversight agencies.,382dac7a-5a14-46b6-9a7b-e81193023e27,2025/2/25,Average,1,1,4,2,1,False,False,False,False,False,False,1,4,5,5,4,False,True,True,True,False,False,True,FALSE,
15593,Clinical Research Coordinators,"Review proposed study protocols to evaluate factors such as sample collection processes, data management plans, or potential subject risks.",382dac7a-5a14-46b6-9a7b-e81193023e27,2025/2/25,Expert,1,2,5,5,5,False,False,False,False,False,False,1,4,5,5,5,False,True,True,True,True,True,True,FALSE,
15592,Clinical Research Coordinators,Track enrollment status of subjects and document dropout information such as dropout causes and subject contact efforts.,382dac7a-5a14-46b6-9a7b-e81193023e27,2025/2/25,Average,3,1,1,1,1,True,False,True,False,False,True,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
15583,Clinical Research Coordinators,"Review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.",382dac7a-5a14-46b6-9a7b-e81193023e27,2025/2/25,Expert,1,1,5,5,5,False,False,False,False,False,False,4,5,4,5,5,True,True,True,True,True,True,True,FALSE,
21000,Editors,"Write text, such as stories, articles, editorials, or newsletters.",ccd96e0f-ab6a-4bd9-bb4c-60d1c1b0d4d4,2025/2/25,Average,1,1,4,5,4,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
1780,Editors,"Verify facts, dates, and statistics, using standard reference sources.",da9e28e8-9181-4393-abdb-5a331451ff98,2025/2/26,Expert,2,1,2,2,2,False,False,False,False,False,False,2,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1782,Editors,"Develop story or content ideas, considering reader or audience appeal.",da9e28e8-9181-4393-abdb-5a331451ff98,2025/2/26,Average,1,1,3,3,3,False,False,False,False,False,False,2,3,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
21000,Editors,"Write text, such as stories, articles, editorials, or newsletters.",da9e28e8-9181-4393-abdb-5a331451ff98,2025/2/26,Average,1,1,2,4,3,False,False,False,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1778,Editors,"Allocate print space for story text, photos, and illustrations according to space parameters and copy significance, using knowledge of layout principles.",da9e28e8-9181-4393-abdb-5a331451ff98,2025/2/26,Novice,1,1,1,1,1,False,False,False,False,False,False,2,3,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
18868,Human Resources Specialists,Review employment applications and job orders to match applicants with job requirements.,d63b714d-a9e3-4056-a698-f987f7e4e8a0,2025/2/26,Expert,5,1,1,1,1,True,True,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
15997,Financial Quantitative Analysts,"Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.",542bd210-4a9a-4af8-b9cb-ce2f3b678a35,2025/2/26,Expert,2,3,4,2,3,False,False,False,False,False,False,3,2,3,3,3,False,False,True,False,False,False,True,FALSE,
15594,Clinical Research Coordinators,Record adverse event and side effect data and confer with investigators regarding the reporting of events to oversight agencies.,6c4415de-f3b6-4e2f-9097-ca4897f0e796,2025/2/26,Average,4,4,4,1,4,True,False,True,False,False,False,4,4,4,4,4,False,True,False,False,False,False,False,,
15608,Clinical Research Coordinators,"Collaborate with investigators to prepare presentations or reports of clinical study procedures, results, and conclusions.",6c4415de-f3b6-4e2f-9097-ca4897f0e796,2025/2/26,Average,4,4,4,1,4,True,False,False,False,False,True,4,4,4,4,5,False,False,False,False,True,True,True,,
1021,Purchasing Managers,"Locate vendors of materials, equipment or supplies, and interview them to determine product availability and terms of sales.",29a54e63-c8d8-4bdb-9d2e-86f220eb4a09,2025/2/26,Average,2,2,2,4,3,False,False,False,False,False,False,2,2,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
22623,"News Analysts, Reporters, and Journalists","Write commentaries, columns, or scripts, using computers.",83223b14-0648-4304-b2c2-42c77439186c,2025/2/26,Expert,1,4,4,3,4,False,False,False,False,False,False,1,4,4,4,5,False,True,True,True,True,True,True,FALSE,
22626,"News Analysts, Reporters, and Journalists",Analyze and interpret news and information received from various sources to broadcast the information.,83223b14-0648-4304-b2c2-42c77439186c,2025/2/26,Expert,1,4,5,2,4,False,False,False,False,False,False,1,4,4,5,5,False,True,True,True,True,True,True,FALSE,
22631,"News Analysts, Reporters, and Journalists","Select material most pertinent to presentation, and organize this material into appropriate formats.",83223b14-0648-4304-b2c2-42c77439186c,2025/2/26,Expert,1,4,5,2,4,False,False,False,False,False,False,3,4,5,4,5,True,True,True,True,True,True,True,FALSE,
22636,"News Analysts, Reporters, and Journalists",Review and evaluate notes taken about news events to isolate pertinent facts and details.,83223b14-0648-4304-b2c2-42c77439186c,2025/2/26,Expert,1,4,5,1,4,False,False,False,False,False,False,2,4,5,5,5,False,True,True,True,True,True,True,FALSE,
1777,Editors,"Read copy or proof to detect and correct errors in spelling, punctuation, and syntax.",403f0e30-c641-441a-a071-421ee005bdbd,2025/2/26,Average,1,2,4,5,5,False,False,False,False,False,False,1,2,2,3,3,False,False,False,False,False,False,False,FALSE,
1786,Editors,"Read, evaluate and edit manuscripts or other materials submitted for publication, and confer with authors regarding changes in content, style or organization, or publication.",403f0e30-c641-441a-a071-421ee005bdbd,2025/2/26,Average,1,1,4,5,4,False,False,False,False,False,False,1,4,3,4,3,False,False,True,True,False,False,False,FALSE,
1782,Editors,"Develop story or content ideas, considering reader or audience appeal.",403f0e30-c641-441a-a071-421ee005bdbd,2025/2/26,Average,1,2,5,5,5,False,False,False,False,False,False,1,4,2,3,3,False,True,True,True,False,True,False,FALSE,
14700,Web Developers,"Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.",1f91aba2-1758-4885-b585-22ee2611fc39,2025/2/15,Expert,5,4,4,1,4,True,True,True,True,False,True,5,5,5,5,5,False,False,False,False,False,False,False,,FALSE
14719,Web Developers,Recommend and implement performance improvements.,1f91aba2-1758-4885-b585-22ee2611fc39,2025/2/15,Expert,5,3,5,1,3,True,True,True,False,False,True,1,4,4,5,4,False,False,False,False,False,False,False,,FALSE
14723,Web Developers,Monitor security system performance logs to identify problems and notify security specialists when problems occur.,1f91aba2-1758-4885-b585-22ee2611fc39,2025/2/15,Average,4,3,4,4,3,True,False,True,False,False,True,1,3,4,4,3,False,False,False,False,False,False,False,,FALSE
3783,Lawyers,"Study Constitution, statutes, decisions, regulations, and ordinances of quasi-judicial bodies to determine ramifications for cases.",82731fc3-3802-4f40-b1a3-c2ebbac15172,2025/2/15,Novice,5,1,1,1,2,True,False,True,False,True,True,3,2,3,3,3,False,False,False,False,False,False,False,,FALSE
979,Computer and Information Systems Managers,Evaluate data processing proposals to assess project feasibility and requirements.,77912bd1-921b-40b8-9c9c-f80822a6a40a,2025/2/15,Novice,5,2,3,2,1,True,True,True,True,True,True,3,2,1,3,3,False,False,False,False,False,False,False,,FALSE
5663,"Business Teachers, Postsecondary","Evaluate and grade students' class work, assignments, and papers.",cbad66c4-b8ff-4b49-b2a4-9fc19761ce57,2025/2/15,Expert,5,1,5,1,2,True,True,False,True,False,False,2,1,4,5,4,False,False,False,False,False,False,False,,FALSE
5666,"Business Teachers, Postsecondary","Maintain student attendance records, grades, and other required records.",cbad66c4-b8ff-4b49-b2a4-9fc19761ce57,2025/2/15,Expert,5,1,1,5,1,False,True,False,False,False,False,2,1,1,1,1,False,False,False,False,False,False,False,,FALSE
5664,"Business Teachers, Postsecondary","Compile, administer, and grade examinations, or assign this work to others.",cbad66c4-b8ff-4b49-b2a4-9fc19761ce57,2025/2/15,Expert,3,1,5,3,3,False,False,False,False,True,False,1,1,5,5,5,False,False,False,False,False,False,False,,FALSE
5669,"Business Teachers, Postsecondary",Maintain regularly scheduled office hours to advise and assist students.,cbad66c4-b8ff-4b49-b2a4-9fc19761ce57,2025/2/15,Average,5,1,1,1,1,False,True,False,False,False,False,1,1,3,1,2,False,False,False,False,False,False,False,,FALSE
5673,"Business Teachers, Postsecondary",Collaborate with colleagues to address teaching and research issues.,cbad66c4-b8ff-4b49-b2a4-9fc19761ce57,2025/2/15,Average,2,1,4,3,4,False,False,False,False,False,False,4,5,5,5,5,False,False,False,False,False,False,False,FALSE,FALSE
5671,"Business Teachers, Postsecondary",Advise students on academic and vocational curricula and career issues.,cbad66c4-b8ff-4b49-b2a4-9fc19761ce57,2025/2/15,Average,2,1,4,5,3,False,False,False,False,False,False,5,5,5,5,5,False,False,False,False,False,False,False,FALSE,FALSE
978,Computer and Information Systems Managers,Review project plans to plan and coordinate project activity.,f7d12a48-ce3a-495e-a132-f4b10ca073ac,2025/2/15,Average,3,1,1,1,1,False,False,False,False,False,False,2,5,3,3,4,False,False,False,False,False,False,False,"It is not my responsibility, but some time gets handed to me to focus on",FALSE
969,Computer and Information Systems Managers,"Assign and review the work of systems analysts, programmers, and other computer-related workers.",f7d12a48-ce3a-495e-a132-f4b10ca073ac,2025/2/15,Expert,2,3,4,4,3,False,False,False,False,False,False,1,2,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
970,Computer and Information Systems Managers,Stay abreast of advances in technology.,f7d12a48-ce3a-495e-a132-f4b10ca073ac,2025/2/15,Average,4,2,4,1,4,False,False,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
972,Computer and Information Systems Managers,Review and approve all systems charts and programs prior to their implementation.,f7d12a48-ce3a-495e-a132-f4b10ca073ac,2025/2/15,Expert,1,3,4,3,3,False,False,False,False,False,False,3,4,2,2,4,False,False,False,False,False,False,False,FALSE,FALSE
980,Computer and Information Systems Managers,Prepare and review operational reports or project progress reports.,f7d12a48-ce3a-495e-a132-f4b10ca073ac,2025/2/15,Average,3,1,1,1,1,False,True,True,False,False,True,1,4,1,2,3,False,False,False,False,False,False,False,,FALSE
966,Computer and Information Systems Managers,"Manage backup, security and user help systems.",f7d12a48-ce3a-495e-a132-f4b10ca073ac,2025/2/15,Expert,2,4,4,5,4,False,False,False,False,False,False,1,3,4,2,3,False,False,False,False,False,False,False,FALSE,FALSE
22623,"News Analysts, Reporters, and Journalists","Write commentaries, columns, or scripts, using computers.",1be2a6ba-7131-4c83-8428-a2a455b79795,2025/2/15,Average,1,1,2,3,2,False,False,False,False,False,False,2,3,3,2,3,False,False,False,False,False,False,False,FALSE,FALSE
22625,"News Analysts, Reporters, and Journalists","Examine news items of local, national, and international significance to determine topics to address, or obtain assignments from editorial staff members.",1be2a6ba-7131-4c83-8428-a2a455b79795,2025/2/15,Average,3,4,2,2,3,False,True,False,False,False,False,3,2,2,3,3,False,False,False,False,False,False,False,,FALSE
22631,"News Analysts, Reporters, and Journalists","Select material most pertinent to presentation, and organize this material into appropriate formats.",1be2a6ba-7131-4c83-8428-a2a455b79795,2025/2/15,Average,3,3,2,3,2,False,True,False,False,False,False,2,2,2,3,3,False,False,False,False,False,False,False,,FALSE
22635,"News Analysts, Reporters, and Journalists",Revise work to meet editorial approval or to fit time or space requirements.,1be2a6ba-7131-4c83-8428-a2a455b79795,2025/2/15,Expert,1,4,4,1,1,False,False,False,False,False,False,3,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
22636,"News Analysts, Reporters, and Journalists",Review and evaluate notes taken about news events to isolate pertinent facts and details.,1be2a6ba-7131-4c83-8428-a2a455b79795,2025/2/15,Average,2,3,2,2,1,False,False,False,False,False,False,2,1,1,3,3,False,False,False,False,False,False,False,FALSE,FALSE
22638,"News Analysts, Reporters, and Journalists","Review written, audio, or video copy, and correct errors in content, grammar, or punctuation, following prescribed editorial style and formatting guidelines.",1be2a6ba-7131-4c83-8428-a2a455b79795,2025/2/15,Average,2,3,1,2,3,False,False,False,False,False,False,2,2,1,2,3,False,False,False,False,False,False,False,FALSE,FALSE
22642,"News Analysts, Reporters, and Journalists","Check reference materials, such as books, news files, or public records, to obtain relevant facts.",1be2a6ba-7131-4c83-8428-a2a455b79795,2025/2/15,Novice,3,3,2,2,4,False,False,False,True,False,False,2,2,3,3,3,False,False,False,False,False,False,False,,FALSE
22648,"News Analysts, Reporters, and Journalists","Develop ideas or material for columns or commentaries by analyzing and interpreting news, current issues, or personal experiences.",1be2a6ba-7131-4c83-8428-a2a455b79795,2025/2/15,Average,2,4,2,4,3,False,False,False,False,False,False,2,4,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
21511,Accountants and Auditors,"Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",7d639324-c2b8-4af4-b316-757e55262bdc,2025/2/15,Average,2,2,3,4,4,False,False,False,False,False,False,2,2,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
21514,Accountants and Auditors,"Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.",7d639324-c2b8-4af4-b316-757e55262bdc,2025/2/15,Average,2,1,3,2,4,False,False,False,False,False,False,2,2,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
21516,Accountants and Auditors,Review accounts for discrepancies and reconcile differences.,7d639324-c2b8-4af4-b316-757e55262bdc,2025/2/15,Expert,2,1,3,2,4,False,False,False,False,False,False,3,1,2,3,1,False,False,False,False,False,False,False,FALSE,FALSE
21519,Accountants and Auditors,"Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.",7d639324-c2b8-4af4-b316-757e55262bdc,2025/2/15,Expert,2,2,4,5,5,False,False,False,False,False,False,5,5,3,1,1,False,False,False,False,False,False,False,FALSE,FALSE
21520,Accountants and Auditors,Report to management regarding the finances of establishment.,7d639324-c2b8-4af4-b316-757e55262bdc,2025/2/15,Average,1,1,3,2,3,False,False,False,False,False,False,3,5,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
971,Computer and Information Systems Managers,"Develop computer information resources, providing for data security and control, strategic computing, and disaster recovery.",c341e4cc-eb09-476d-977b-1bd44b8ef293,2025/2/15,Average,5,2,1,3,2,False,False,True,False,False,False,3,2,2,3,2,False,False,False,False,False,False,False,,FALSE
970,Computer and Information Systems Managers,Stay abreast of advances in technology.,c341e4cc-eb09-476d-977b-1bd44b8ef293,2025/2/15,Novice,3,2,2,4,2,False,False,False,False,True,True,2,1,5,2,2,False,False,False,False,False,False,False,,FALSE
979,Computer and Information Systems Managers,Evaluate data processing proposals to assess project feasibility and requirements.,c341e4cc-eb09-476d-977b-1bd44b8ef293,2025/2/15,Average,2,3,2,1,2,False,False,False,False,False,False,2,5,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1777,Editors,"Read copy or proof to detect and correct errors in spelling, punctuation, and syntax.",2655c398-3f8a-4904-bd40-230443dac0b2,2025/2/15,Average,3,4,2,3,4,False,True,True,False,False,False,2,2,4,2,3,False,False,False,False,False,False,False,,FALSE
1782,Editors,"Develop story or content ideas, considering reader or audience appeal.",2655c398-3f8a-4904-bd40-230443dac0b2,2025/2/15,Average,3,4,3,2,2,False,False,False,False,True,False,4,4,1,2,1,False,False,False,False,False,False,False,,FALSE
1776,Editors,"Prepare, rewrite and edit copy to improve readability, or supervise others who do this work.",2655c398-3f8a-4904-bd40-230443dac0b2,2025/2/15,Average,3,4,4,4,2,False,False,True,False,False,False,3,4,4,2,4,False,False,False,False,False,False,False,,FALSE
21000,Editors,"Write text, such as stories, articles, editorials, or newsletters.",2655c398-3f8a-4904-bd40-230443dac0b2,2025/2/15,Novice,2,2,2,3,2,False,False,False,False,False,False,3,3,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1781,Editors,Review and approve proofs submitted by composing room prior to publication production.,2655c398-3f8a-4904-bd40-230443dac0b2,2025/2/15,Average,1,3,2,2,2,False,False,False,False,False,False,4,3,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
20280,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Use computers for various applications, such as database management or word processing.",f7a5e7ea-ce19-42e6-8025-975584e9a8a1,2025/2/25,Average,4,2,2,1,2,True,False,False,False,False,False,1,4,1,1,3,False,False,True,False,True,True,False,,
20282,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Set up and manage paper or electronic filing systems, recording information, updating paperwork, or maintaining documents, such as attendance records, correspondence, or other material.",f7a5e7ea-ce19-42e6-8025-975584e9a8a1,2025/2/25,Average,1,1,2,3,2,False,False,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
20284,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.",f7a5e7ea-ce19-42e6-8025-975584e9a8a1,2025/2/25,Average,4,1,2,1,1,True,False,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
2793,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Locate and attach appropriate files to incoming correspondence requiring replies.,f7a5e7ea-ce19-42e6-8025-975584e9a8a1,2025/2/25,Average,3,2,2,2,2,True,False,False,False,False,False,1,3,1,3,3,False,False,True,True,True,True,False,,
2794,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Open, read, route, and distribute incoming mail or other materials and answer routine letters.",f7a5e7ea-ce19-42e6-8025-975584e9a8a1,2025/2/25,Average,1,1,3,3,3,False,False,False,False,False,False,1,4,3,3,4,False,True,True,True,True,False,False,FALSE,
2809,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Establish work procedures or schedules and keep track of the daily work of clerical staff.,f7a5e7ea-ce19-42e6-8025-975584e9a8a1,2025/2/25,Average,1,2,4,3,3,False,False,False,False,False,False,1,4,3,4,4,False,True,True,True,True,True,True,FALSE,
23314,Insurance Claims and Policy Processing Clerks,Calculate amount of claim.,a72cf660-5c79-4b12-9e23-fe51087e3c72,2025/2/25,Expert,4,3,4,2,2,False,True,False,False,False,True,1,2,3,3,3,False,False,False,False,True,True,False,,
23316,Insurance Claims and Policy Processing Clerks,Transmit claims for payment or further investigation.,a72cf660-5c79-4b12-9e23-fe51087e3c72,2025/2/25,Expert,3,3,2,2,2,True,True,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
23319,Insurance Claims and Policy Processing Clerks,Process and record new insurance policies and claims.,a72cf660-5c79-4b12-9e23-fe51087e3c72,2025/2/25,Expert,4,2,2,1,1,True,True,False,False,False,False,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
23323,Insurance Claims and Policy Processing Clerks,"Review and verify data, such as age, name, address, and principal sum and value of property, on insurance applications and policies.",a72cf660-5c79-4b12-9e23-fe51087e3c72,2025/2/25,Expert,4,1,1,1,1,True,False,False,False,False,False,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
1777,Editors,"Read copy or proof to detect and correct errors in spelling, punctuation, and syntax.",33680746-bb54-4a3c-a629-7b4289a861d8,2025/2/25,Expert,4,4,5,4,3,True,True,False,False,False,True,1,3,3,4,2,False,False,False,False,False,False,False,,FALSE
1786,Editors,"Read, evaluate and edit manuscripts or other materials submitted for publication, and confer with authors regarding changes in content, style or organization, or publication.",33680746-bb54-4a3c-a629-7b4289a861d8,2025/2/25,Expert,2,2,5,4,3,False,False,False,False,False,False,1,4,4,5,5,False,True,True,True,True,True,True,FALSE,
1776,Editors,"Prepare, rewrite and edit copy to improve readability, or supervise others who do this work.",33680746-bb54-4a3c-a629-7b4289a861d8,2025/2/25,Expert,4,4,5,4,3,True,True,False,False,False,True,1,3,3,4,2,False,False,False,False,False,False,False,,FALSE
21000,Editors,"Write text, such as stories, articles, editorials, or newsletters.",33680746-bb54-4a3c-a629-7b4289a861d8,2025/2/25,Expert,1,1,5,4,4,False,False,False,False,False,False,1,3,4,5,1,False,False,False,False,False,False,False,FALSE,FALSE
1780,Editors,"Verify facts, dates, and statistics, using standard reference sources.",c8385be6-8b37-45db-874a-acf2f6adf451,2025/2/25,Expert,1,3,4,5,4,False,False,False,False,False,False,1,4,4,4,5,False,True,True,True,True,True,True,FALSE,
1782,Editors,"Develop story or content ideas, considering reader or audience appeal.",c8385be6-8b37-45db-874a-acf2f6adf451,2025/2/25,Expert,1,4,5,5,3,False,False,False,False,False,False,1,5,4,4,5,False,True,True,True,True,True,True,FALSE,
1783,Editors,"Oversee publication production, including artwork, layout, computer typesetting, and printing, ensuring adherence to deadlines and budget requirements.",c8385be6-8b37-45db-874a-acf2f6adf451,2025/2/25,Expert,1,4,5,5,3,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
1779,Editors,"Plan the contents of publications according to the publication's style, editorial policy, and publishing requirements.",c8385be6-8b37-45db-874a-acf2f6adf451,2025/2/25,Expert,1,3,5,5,4,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
1785,Editors,"Assign topics, events and stories to individual writers or reporters for coverage.",c8385be6-8b37-45db-874a-acf2f6adf451,2025/2/25,Expert,1,4,5,5,3,False,False,False,False,False,False,1,4,4,5,4,False,True,True,True,True,True,True,FALSE,
18868,Human Resources Specialists,Review employment applications and job orders to match applicants with job requirements.,ea83e9e8-5793-4954-a8dd-ab914cdca9a2,2025/2/25,Expert,2,3,5,4,5,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
18857,Human Resources Specialists,Contact job applicants to inform them of the status of their applications.,ea83e9e8-5793-4954-a8dd-ab914cdca9a2,2025/2/25,Expert,1,4,5,5,5,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
18853,Human Resources Specialists,Analyze employment-related data and prepare required reports.,ea83e9e8-5793-4954-a8dd-ab914cdca9a2,2025/2/25,Expert,4,2,5,1,4,True,True,True,True,True,True,3,1,2,4,2,False,False,False,False,False,False,False,,FALSE
15595,Clinical Research Coordinators,"Prepare study-related documentation, such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, or progress reports.",fc93fbed-4d87-4423-a8b1-7f1f397a260c,2025/2/25,Expert,1,2,4,2,3,False,False,False,False,False,False,1,3,4,5,4,False,True,True,True,True,True,True,FALSE,
15593,Clinical Research Coordinators,"Review proposed study protocols to evaluate factors such as sample collection processes, data management plans, or potential subject risks.",fc93fbed-4d87-4423-a8b1-7f1f397a260c,2025/2/25,Novice,1,1,3,1,2,False,False,False,False,False,False,1,4,5,5,5,False,True,True,True,True,False,True,FALSE,
15609,Clinical Research Coordinators,"Code, evaluate, or interpret collected study data.",fc93fbed-4d87-4423-a8b1-7f1f397a260c,2025/2/25,Average,1,2,4,1,3,False,False,False,False,False,False,1,4,4,5,5,False,False,True,True,False,False,True,FALSE,
3465,Computer Systems Analysts,"Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",fa785f60-af5d-4322-94ee-6cd65d98e86c,2025/2/25,Average,3,1,1,2,4,True,True,False,False,False,False,2,3,3,4,3,False,False,False,False,True,False,False,,
3466,Computer Systems Analysts,"Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.",fa785f60-af5d-4322-94ee-6cd65d98e86c,2025/2/25,Novice,4,1,1,1,3,False,False,True,False,False,False,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
18866,Human Resources Specialists,"Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.",fee9b44c-e58d-46e6-9e3d-95fffb0e4ee4,2025/2/25,Average,4,4,4,4,4,False,False,False,True,True,False,2,2,2,2,4,False,True,False,False,False,False,False,,
18857,Human Resources Specialists,Contact job applicants to inform them of the status of their applications.,fee9b44c-e58d-46e6-9e3d-95fffb0e4ee4,2025/2/25,Average,2,4,3,4,3,False,False,False,False,False,False,3,3,3,3,4,False,True,False,False,False,False,False,FALSE,
18853,Human Resources Specialists,Analyze employment-related data and prepare required reports.,fee9b44c-e58d-46e6-9e3d-95fffb0e4ee4,2025/2/25,Expert,4,3,4,4,5,False,False,True,True,False,False,3,3,2,2,3,False,True,True,False,False,False,False,,
18869,Human Resources Specialists,"Schedule or administer skill, intelligence, psychological, or drug tests for current or prospective employees.",fee9b44c-e58d-46e6-9e3d-95fffb0e4ee4,2025/2/25,Expert,3,4,4,4,3,False,False,True,True,False,False,3,3,3,3,4,False,True,True,False,False,False,False,,
1783,Editors,"Oversee publication production, including artwork, layout, computer typesetting, and printing, ensuring adherence to deadlines and budget requirements.",2655c398-3f8a-4904-bd40-230443dac0b2,2025/2/15,Average,4,3,2,3,3,False,False,False,True,False,False,4,4,2,3,2,False,False,False,False,False,False,False,,FALSE
1779,Editors,"Plan the contents of publications according to the publication's style, editorial policy, and publishing requirements.",2655c398-3f8a-4904-bd40-230443dac0b2,2025/2/15,Average,2,4,4,3,4,False,False,False,False,False,False,2,1,2,3,1,False,False,False,False,False,False,False,FALSE,FALSE
1785,Editors,"Assign topics, events and stories to individual writers or reporters for coverage.",2655c398-3f8a-4904-bd40-230443dac0b2,2025/2/15,Average,2,2,2,4,4,False,False,False,False,False,False,3,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1778,Editors,"Allocate print space for story text, photos, and illustrations according to space parameters and copy significance, using knowledge of layout principles.",2655c398-3f8a-4904-bd40-230443dac0b2,2025/2/15,Average,2,4,2,4,2,False,False,False,False,False,False,2,2,1,2,1,False,False,False,False,False,False,False,FALSE,FALSE
3775,Lawyers,"Analyze the probable outcomes of cases, using knowledge of legal precedents.",224b6b22-e315-4635-9205-0e2becce595a,2025/2/15,Average,3,1,5,3,5,True,False,False,False,True,True,2,2,5,5,3,False,False,False,False,False,False,False,,FALSE
3783,Lawyers,"Study Constitution, statutes, decisions, regulations, and ordinances of quasi-judicial bodies to determine ramifications for cases.",224b6b22-e315-4635-9205-0e2becce595a,2025/2/15,Average,3,1,5,3,4,True,False,True,False,True,True,3,2,3,4,3,False,False,False,False,False,False,False,,FALSE
20877,Lawyers,"Prepare, draft, and review legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts.",224b6b22-e315-4635-9205-0e2becce595a,2025/2/15,Expert,3,2,5,3,3,True,True,True,False,True,False,2,3,4,5,2,False,False,False,False,False,False,False,,FALSE
5663,"Business Teachers, Postsecondary","Evaluate and grade students' class work, assignments, and papers.",ecc80815-bc58-445a-9eb1-60dc15d426e8,2025/2/15,Average,3,2,2,2,2,True,False,True,False,False,False,3,2,2,2,4,False,False,False,False,False,False,False,,FALSE
5666,"Business Teachers, Postsecondary","Maintain student attendance records, grades, and other required records.",ecc80815-bc58-445a-9eb1-60dc15d426e8,2025/2/15,Novice,3,3,2,2,3,True,False,True,False,False,False,3,4,2,4,4,False,False,False,False,False,False,False,,FALSE
5664,"Business Teachers, Postsecondary","Compile, administer, and grade examinations, or assign this work to others.",ecc80815-bc58-445a-9eb1-60dc15d426e8,2025/2/15,Average,3,4,3,3,4,True,False,True,False,False,False,4,3,3,4,4,False,False,False,False,False,False,False,,FALSE
5671,"Business Teachers, Postsecondary",Advise students on academic and vocational curricula and career issues.,ecc80815-bc58-445a-9eb1-60dc15d426e8,2025/2/15,Average,3,3,3,3,4,True,False,True,False,False,False,4,3,3,2,4,False,False,False,False,False,False,False,,FALSE
2591,Customer Service Representatives,"Recommend improvements in products, packaging, shipping, service, or billing methods and procedures to prevent future problems.",8c39d8b5-d2e2-4a4b-9398-a2ba28cec92d,2025/2/15,Novice,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,3,False,False,False,False,False,False,False,FALSE,FALSE
3775,Lawyers,"Analyze the probable outcomes of cases, using knowledge of legal precedents.",1e396651-fcb4-48d4-846d-490da0103c0f,2025/2/15,Expert,4,1,4,2,2,True,True,False,True,True,False,1,1,4,4,3,False,False,False,False,False,False,False,,FALSE
3783,Lawyers,"Study Constitution, statutes, decisions, regulations, and ordinances of quasi-judicial bodies to determine ramifications for cases.",1e396651-fcb4-48d4-846d-490da0103c0f,2025/2/15,Expert,2,3,4,3,4,False,False,False,False,False,False,1,2,4,4,4,False,False,False,False,False,False,False,FALSE,FALSE
978,Computer and Information Systems Managers,Review project plans to plan and coordinate project activity.,af21c46a-23b2-409e-8aa7-a52ae72f4c7a,2025/2/15,Average,4,1,3,2,2,False,True,True,False,False,False,3,4,3,3,3,False,False,False,False,False,False,False,,FALSE
966,Computer and Information Systems Managers,"Manage backup, security and user help systems.",af21c46a-23b2-409e-8aa7-a52ae72f4c7a,2025/2/15,Expert,1,3,4,4,3,False,False,False,False,False,False,3,4,4,4,3,False,False,False,False,False,False,False,FALSE,FALSE
2589,Customer Service Representatives,Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.,2ccbb9d5-9f39-4992-a9ab-c197fb03ade3,2025/2/15,Average,5,3,2,1,1,True,True,True,True,True,True,2,5,2,4,3,False,False,False,False,False,False,False,,FALSE
14700,Web Developers,"Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.",19cb3bb9-6e61-4c6e-837e-7b054845cbc1,2025/2/15,Novice,3,4,4,2,4,True,False,False,False,False,False,1,4,2,3,4,False,False,False,False,False,False,False,,FALSE
14710,Web Developers,"Perform Web site tests according to planned schedules, or after any Web site or product revision.",19cb3bb9-6e61-4c6e-837e-7b054845cbc1,2025/2/15,Novice,3,3,3,1,3,True,False,False,False,False,False,3,2,2,3,2,False,False,False,False,False,False,False,,FALSE
14708,Web Developers,Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.,19cb3bb9-6e61-4c6e-837e-7b054845cbc1,2025/2/15,Novice,3,3,3,2,4,True,False,False,False,False,False,3,3,2,4,3,False,False,False,False,False,False,False,,FALSE
14717,Web Developers,Establish appropriate server directory trees.,19cb3bb9-6e61-4c6e-837e-7b054845cbc1,2025/2/15,Novice,3,4,3,2,4,True,False,False,False,False,False,2,3,2,3,3,False,False,False,False,False,False,False,,FALSE
14719,Web Developers,Recommend and implement performance improvements.,19cb3bb9-6e61-4c6e-837e-7b054845cbc1,2025/2/15,Novice,3,3,3,1,3,True,False,False,False,False,False,2,3,3,4,3,False,False,False,False,False,False,False,,FALSE
14722,Web Developers,"Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.",19cb3bb9-6e61-4c6e-837e-7b054845cbc1,2025/2/15,Novice,3,4,2,1,3,True,False,False,False,False,False,3,3,3,3,3,False,False,False,False,False,False,False,,FALSE
14723,Web Developers,Monitor security system performance logs to identify problems and notify security specialists when problems occur.,19cb3bb9-6e61-4c6e-837e-7b054845cbc1,2025/2/15,Novice,3,4,4,2,4,False,False,True,False,False,False,2,4,3,4,3,False,False,False,False,False,False,False,,FALSE
978,Computer and Information Systems Managers,Review project plans to plan and coordinate project activity.,6e30e573-eb3e-4fe5-96eb-0753aeb0d41b,2025/2/15,Expert,4,2,1,1,1,True,True,False,False,False,True,1,3,2,2,3,False,False,False,False,False,False,False,,FALSE
969,Computer and Information Systems Managers,"Assign and review the work of systems analysts, programmers, and other computer-related workers.",6e30e573-eb3e-4fe5-96eb-0753aeb0d41b,2025/2/15,Average,5,1,1,1,1,True,True,False,False,False,True,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
971,Computer and Information Systems Managers,"Develop computer information resources, providing for data security and control, strategic computing, and disaster recovery.",6e30e573-eb3e-4fe5-96eb-0753aeb0d41b,2025/2/15,Average,4,1,2,2,3,True,False,False,False,True,False,1,3,4,4,3,False,False,False,False,False,False,False,,FALSE
970,Computer and Information Systems Managers,Stay abreast of advances in technology.,6e30e573-eb3e-4fe5-96eb-0753aeb0d41b,2025/2/15,Average,5,1,1,1,2,False,True,False,True,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
974,Computer and Information Systems Managers,Control operational budget and expenditures.,6e30e573-eb3e-4fe5-96eb-0753aeb0d41b,2025/2/15,Average,3,2,4,3,4,False,False,False,True,True,False,1,4,5,4,4,False,False,False,False,False,False,False,,FALSE
966,Computer and Information Systems Managers,"Manage backup, security and user help systems.",6e30e573-eb3e-4fe5-96eb-0753aeb0d41b,2025/2/15,Expert,5,1,1,1,1,True,True,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
978,Computer and Information Systems Managers,Review project plans to plan and coordinate project activity.,4ef074b3-f5e8-4480-bc48-bc3e68fda386,2025/2/15,Expert,2,3,4,3,4,False,False,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
969,Computer and Information Systems Managers,"Assign and review the work of systems analysts, programmers, and other computer-related workers.",4ef074b3-f5e8-4480-bc48-bc3e68fda386,2025/2/15,Expert,2,2,3,1,4,False,False,False,False,False,False,2,2,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
971,Computer and Information Systems Managers,"Develop computer information resources, providing for data security and control, strategic computing, and disaster recovery.",4ef074b3-f5e8-4480-bc48-bc3e68fda386,2025/2/15,Expert,2,3,4,3,4,False,False,False,False,False,False,2,3,4,3,2,False,False,False,False,False,False,False,FALSE,FALSE
972,Computer and Information Systems Managers,Review and approve all systems charts and programs prior to their implementation.,4ef074b3-f5e8-4480-bc48-bc3e68fda386,2025/2/15,Average,1,1,3,1,4,False,False,False,False,False,False,3,3,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
980,Computer and Information Systems Managers,Prepare and review operational reports or project progress reports.,4ef074b3-f5e8-4480-bc48-bc3e68fda386,2025/2/15,Average,2,1,4,3,3,False,False,False,False,False,False,2,3,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
966,Computer and Information Systems Managers,"Manage backup, security and user help systems.",4ef074b3-f5e8-4480-bc48-bc3e68fda386,2025/2/15,Expert,2,3,4,4,3,False,False,False,False,False,False,4,4,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
2585,Customer Service Representatives,"Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.",6c755c96-fb94-4b4e-ba2a-d086b05f5891,2025/2/15,Novice,2,1,1,1,1,False,False,False,False,False,False,2,3,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
19826,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Present information to customers about the energy efficiency or environmental impact of scientific or technical products.,11991209-39f7-4757-816d-5da9d3ce6d5f,2025/2/15,Novice,2,1,2,1,1,False,False,False,False,False,False,2,3,3,3,4,False,False,False,False,False,False,False,FALSE,FALSE
969,Computer and Information Systems Managers,"Assign and review the work of systems analysts, programmers, and other computer-related workers.",9d0bdd60-4ab5-416a-8231-fdcdc4b92b32,2025/2/15,Average,3,2,4,1,3,True,False,False,False,False,True,2,3,3,4,3,False,False,False,False,False,False,False,,FALSE
971,Computer and Information Systems Managers,"Develop computer information resources, providing for data security and control, strategic computing, and disaster recovery.",9d0bdd60-4ab5-416a-8231-fdcdc4b92b32,2025/2/15,Average,4,1,4,4,2,True,False,False,False,False,False,1,1,2,4,2,False,False,False,False,False,False,False,,FALSE
970,Computer and Information Systems Managers,Stay abreast of advances in technology.,9d0bdd60-4ab5-416a-8231-fdcdc4b92b32,2025/2/15,Average,4,1,4,1,5,True,False,False,False,False,False,4,1,5,4,5,False,False,False,False,False,False,False,,FALSE
980,Computer and Information Systems Managers,Prepare and review operational reports or project progress reports.,9d0bdd60-4ab5-416a-8231-fdcdc4b92b32,2025/2/15,Expert,2,3,5,1,4,False,False,False,False,False,False,2,4,4,3,4,False,False,False,False,False,False,False,FALSE,FALSE
979,Computer and Information Systems Managers,Evaluate data processing proposals to assess project feasibility and requirements.,9d0bdd60-4ab5-416a-8231-fdcdc4b92b32,2025/2/15,Average,4,1,3,1,2,True,False,False,False,False,True,1,2,3,3,2,False,False,False,False,False,False,False,,FALSE
974,Computer and Information Systems Managers,Control operational budget and expenditures.,9d0bdd60-4ab5-416a-8231-fdcdc4b92b32,2025/2/15,Expert,1,1,4,1,3,False,False,False,False,False,False,2,1,5,5,5,False,False,False,False,False,False,False,FALSE,FALSE
971,Computer and Information Systems Managers,"Develop computer information resources, providing for data security and control, strategic computing, and disaster recovery.",051bafa4-57c0-4b01-a4ad-828c78afadfb,2025/2/15,Average,3,3,4,1,4,True,False,True,False,False,True,2,3,3,3,4,False,False,False,False,False,False,False,,FALSE
970,Computer and Information Systems Managers,Stay abreast of advances in technology.,051bafa4-57c0-4b01-a4ad-828c78afadfb,2025/2/15,Novice,1,1,2,1,2,False,False,False,False,False,False,1,1,2,2,5,False,False,False,False,False,False,False,FALSE,FALSE
974,Computer and Information Systems Managers,Control operational budget and expenditures.,051bafa4-57c0-4b01-a4ad-828c78afadfb,2025/2/15,Average,4,2,2,1,2,True,True,True,True,False,False,1,3,5,3,3,False,False,False,False,False,False,False,,FALSE
966,Computer and Information Systems Managers,"Manage backup, security and user help systems.",051bafa4-57c0-4b01-a4ad-828c78afadfb,2025/2/15,Expert,3,2,4,1,3,True,True,True,False,False,False,1,2,3,3,3,False,False,False,False,False,False,False,,FALSE
20877,Lawyers,"Prepare, draft, and review legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts.",3507818b-6d52-4f0b-83d3-87f6af4384e9,2025/2/15,Expert,4,1,2,1,1,True,True,False,False,False,False,1,3,5,5,4,False,False,False,False,False,False,False,,FALSE
2589,Customer Service Representatives,Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.,0e7769a3-e762-45b9-9e49-02565aa69eb6,2025/2/15,Average,5,1,2,2,1,True,True,True,True,True,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
14707,Web Developers,Write supporting code for Web applications or Web sites.,103ce55b-3a04-449f-8ed8-7f9214f15e1c,2025/2/15,Expert,4,2,3,2,2,True,True,True,True,False,True,2,3,4,5,3,False,False,False,False,False,False,False,,FALSE
14694,Web Developers,"Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",103ce55b-3a04-449f-8ed8-7f9214f15e1c,2025/2/15,Expert,3,2,3,2,4,False,False,False,False,False,True,1,3,3,5,4,False,False,False,False,False,False,False,,FALSE
14698,Web Developers,Back up files from Web sites to local directories for instant recovery in case of problems.,103ce55b-3a04-449f-8ed8-7f9214f15e1c,2025/2/15,Expert,5,1,2,3,1,False,True,False,False,False,False,2,2,4,3,2,False,False,False,False,False,False,False,,FALSE
14700,Web Developers,"Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.",103ce55b-3a04-449f-8ed8-7f9214f15e1c,2025/2/15,Expert,4,1,3,3,2,False,True,False,False,False,False,1,3,5,5,4,False,False,False,False,False,False,False,,FALSE
14710,Web Developers,"Perform Web site tests according to planned schedules, or after any Web site or product revision.",103ce55b-3a04-449f-8ed8-7f9214f15e1c,2025/2/15,Expert,5,1,3,2,1,False,True,False,True,False,False,2,3,4,3,3,False,False,False,False,False,False,False,,FALSE
14695,Web Developers,Perform or direct Web site updates.,103ce55b-3a04-449f-8ed8-7f9214f15e1c,2025/2/15,Expert,3,1,3,2,2,False,True,False,False,False,True,2,2,3,4,2,False,False,False,False,False,False,False,,FALSE
14713,Web Developers,"Respond to user email inquiries, or set up automated systems to send responses.",103ce55b-3a04-449f-8ed8-7f9214f15e1c,2025/2/15,Expert,5,1,2,2,1,False,True,False,False,False,False,2,5,3,3,4,False,False,False,False,False,False,False,,FALSE
14708,Web Developers,Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.,103ce55b-3a04-449f-8ed8-7f9214f15e1c,2025/2/15,Expert,3,1,3,2,3,False,True,False,False,False,False,2,4,3,3,4,False,False,False,False,False,False,False,,FALSE
14717,Web Developers,Establish appropriate server directory trees.,103ce55b-3a04-449f-8ed8-7f9214f15e1c,2025/2/15,Expert,3,1,3,2,3,False,True,False,False,False,False,2,2,4,2,3,False,False,False,False,False,False,False,,FALSE
14719,Web Developers,Recommend and implement performance improvements.,103ce55b-3a04-449f-8ed8-7f9214f15e1c,2025/2/15,Expert,4,1,4,3,1,True,False,False,False,False,False,2,2,4,4,2,False,False,False,False,False,False,False,,FALSE
978,Computer and Information Systems Managers,Review project plans to plan and coordinate project activity.,fb4e42d6-6487-4bcf-98af-99a49f70567a,2025/2/15,Expert,2,2,3,2,3,False,False,False,False,False,False,3,3,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
969,Computer and Information Systems Managers,"Assign and review the work of systems analysts, programmers, and other computer-related workers.",fb4e42d6-6487-4bcf-98af-99a49f70567a,2025/2/15,Expert,3,3,4,4,3,False,False,False,True,True,True,3,2,2,3,3,False,False,False,False,False,False,False,,FALSE
971,Computer and Information Systems Managers,"Develop computer information resources, providing for data security and control, strategic computing, and disaster recovery.",fb4e42d6-6487-4bcf-98af-99a49f70567a,2025/2/15,Expert,3,2,1,2,3,True,False,True,False,True,True,2,3,1,3,3,False,False,False,False,False,False,False,,FALSE
970,Computer and Information Systems Managers,Stay abreast of advances in technology.,fb4e42d6-6487-4bcf-98af-99a49f70567a,2025/2/15,Average,2,1,2,2,1,False,False,False,False,False,False,2,2,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
972,Computer and Information Systems Managers,Review and approve all systems charts and programs prior to their implementation.,fb4e42d6-6487-4bcf-98af-99a49f70567a,2025/2/15,Expert,4,2,3,2,3,True,True,True,False,False,False,3,3,3,3,3,False,False,False,False,False,False,False,,FALSE
980,Computer and Information Systems Managers,Prepare and review operational reports or project progress reports.,fb4e42d6-6487-4bcf-98af-99a49f70567a,2025/2/15,Average,2,2,2,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
979,Computer and Information Systems Managers,Evaluate data processing proposals to assess project feasibility and requirements.,fb4e42d6-6487-4bcf-98af-99a49f70567a,2025/2/15,Average,2,1,2,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
974,Computer and Information Systems Managers,Control operational budget and expenditures.,fb4e42d6-6487-4bcf-98af-99a49f70567a,2025/2/15,Average,2,1,2,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
966,Computer and Information Systems Managers,"Manage backup, security and user help systems.",fb4e42d6-6487-4bcf-98af-99a49f70567a,2025/2/15,Expert,3,2,3,3,3,False,False,True,False,True,True,3,3,3,3,3,False,False,False,False,False,False,False,,FALSE
5666,"Business Teachers, Postsecondary","Maintain student attendance records, grades, and other required records.",f2cf0a87-f8c8-4346-88ee-8da1ae392d70,2025/2/15,Novice,2,1,1,1,1,False,False,False,False,False,False,2,3,3,5,5,False,False,False,False,False,False,False,FALSE,FALSE
5664,"Business Teachers, Postsecondary","Compile, administer, and grade examinations, or assign this work to others.",f2cf0a87-f8c8-4346-88ee-8da1ae392d70,2025/2/15,Novice,3,1,1,1,1,False,False,False,True,False,False,2,3,2,5,4,False,False,False,False,False,False,False,,FALSE
5669,"Business Teachers, Postsecondary",Maintain regularly scheduled office hours to advise and assist students.,f2cf0a87-f8c8-4346-88ee-8da1ae392d70,2025/2/15,Expert,1,1,5,1,3,False,False,False,False,False,False,5,5,5,5,5,False,False,False,False,False,False,False,FALSE,FALSE
3775,Lawyers,"Analyze the probable outcomes of cases, using knowledge of legal precedents.",15b6b9db-3887-4100-a184-43fe160ead72,2025/2/15,Expert,1,2,5,4,4,False,False,False,False,False,False,1,1,4,4,3,False,False,False,False,False,False,False,FALSE,FALSE
3783,Lawyers,"Study Constitution, statutes, decisions, regulations, and ordinances of quasi-judicial bodies to determine ramifications for cases.",15b6b9db-3887-4100-a184-43fe160ead72,2025/2/15,Average,4,1,4,3,2,True,True,False,False,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
20877,Lawyers,"Prepare, draft, and review legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts.",15b6b9db-3887-4100-a184-43fe160ead72,2025/2/15,Novice,3,1,5,4,1,False,True,True,True,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
978,Computer and Information Systems Managers,Review project plans to plan and coordinate project activity.,bf8d604e-9b5d-4b1b-8305-a9dcb097bf54,2025/2/15,Expert,3,3,3,3,3,False,False,False,True,False,False,3,3,3,3,4,False,False,False,False,False,False,False,,FALSE
5663,"Business Teachers, Postsecondary","Evaluate and grade students' class work, assignments, and papers.",3a8f17f9-d806-49b9-9060-e8258ea2db22,2025/2/15,Expert,5,3,3,2,2,True,True,True,True,True,True,3,3,3,4,2,False,False,False,False,False,False,False,,FALSE
5666,"Business Teachers, Postsecondary","Maintain student attendance records, grades, and other required records.",3a8f17f9-d806-49b9-9060-e8258ea2db22,2025/2/15,Expert,5,2,2,2,2,True,True,True,True,True,True,3,2,1,1,1,False,False,False,False,False,False,False,,FALSE
5664,"Business Teachers, Postsecondary","Compile, administer, and grade examinations, or assign this work to others.",3a8f17f9-d806-49b9-9060-e8258ea2db22,2025/2/15,Expert,5,1,3,3,1,True,True,True,True,True,True,3,2,4,4,2,False,False,False,False,False,False,False,,FALSE
5669,"Business Teachers, Postsecondary",Maintain regularly scheduled office hours to advise and assist students.,3a8f17f9-d806-49b9-9060-e8258ea2db22,2025/2/15,Expert,5,1,1,1,1,True,True,True,True,True,True,1,4,1,1,1,False,False,False,False,False,False,False,,FALSE
5673,"Business Teachers, Postsecondary",Collaborate with colleagues to address teaching and research issues.,3a8f17f9-d806-49b9-9060-e8258ea2db22,2025/2/15,Expert,5,1,4,4,1,True,True,True,True,True,True,3,4,5,4,4,False,False,False,False,False,False,False,,FALSE
5671,"Business Teachers, Postsecondary",Advise students on academic and vocational curricula and career issues.,3a8f17f9-d806-49b9-9060-e8258ea2db22,2025/2/15,Expert,5,1,3,1,2,True,True,True,True,True,True,2,4,2,2,1,False,False,False,False,False,False,False,,FALSE
20058,"Business Teachers, Postsecondary",Develop and maintain course Web sites.,3a8f17f9-d806-49b9-9060-e8258ea2db22,2025/2/15,Expert,5,1,2,1,1,True,True,True,True,True,True,2,1,2,2,1,False,False,False,False,False,False,False,,FALSE
978,Computer and Information Systems Managers,Review project plans to plan and coordinate project activity.,d0439194-692f-47e7-8339-54a9cbfd9d91,2025/2/15,Expert,4,4,5,1,5,True,False,False,False,False,False,1,4,4,5,3,False,False,False,False,False,False,False,,FALSE
969,Computer and Information Systems Managers,"Assign and review the work of systems analysts, programmers, and other computer-related workers.",d0439194-692f-47e7-8339-54a9cbfd9d91,2025/2/15,Expert,4,4,5,1,5,True,False,False,False,False,False,1,4,4,5,3,False,False,False,False,False,False,False,,FALSE
971,Computer and Information Systems Managers,"Develop computer information resources, providing for data security and control, strategic computing, and disaster recovery.",d0439194-692f-47e7-8339-54a9cbfd9d91,2025/2/15,Expert,3,4,5,1,5,False,False,True,False,False,False,1,4,4,5,3,False,False,False,False,False,False,False,,FALSE
970,Computer and Information Systems Managers,Stay abreast of advances in technology.,d0439194-692f-47e7-8339-54a9cbfd9d91,2025/2/15,Expert,5,4,5,1,5,True,False,False,False,False,False,1,4,3,5,2,False,False,False,False,False,False,False,,FALSE
972,Computer and Information Systems Managers,Review and approve all systems charts and programs prior to their implementation.,d0439194-692f-47e7-8339-54a9cbfd9d91,2025/2/15,Expert,5,4,5,1,5,True,False,False,False,False,False,1,5,4,5,3,False,False,False,False,False,False,False,,FALSE
980,Computer and Information Systems Managers,Prepare and review operational reports or project progress reports.,d0439194-692f-47e7-8339-54a9cbfd9d91,2025/2/15,Expert,5,4,5,1,5,True,False,False,False,False,False,1,4,4,5,3,False,False,False,False,False,False,False,,FALSE
979,Computer and Information Systems Managers,Evaluate data processing proposals to assess project feasibility and requirements.,d0439194-692f-47e7-8339-54a9cbfd9d91,2025/2/15,Expert,5,4,5,1,5,True,False,False,False,False,False,1,4,4,5,3,False,False,False,False,False,False,False,,FALSE
974,Computer and Information Systems Managers,Control operational budget and expenditures.,d0439194-692f-47e7-8339-54a9cbfd9d91,2025/2/15,Expert,5,4,5,1,5,False,False,True,False,False,False,1,4,4,5,3,False,False,False,False,False,False,False,,FALSE
966,Computer and Information Systems Managers,"Manage backup, security and user help systems.",d0439194-692f-47e7-8339-54a9cbfd9d91,2025/2/15,Expert,5,4,5,1,5,True,False,False,False,False,False,1,4,5,5,3,False,False,False,False,False,False,False,,FALSE
22623,"News Analysts, Reporters, and Journalists","Write commentaries, columns, or scripts, using computers.",36ed68a7-a909-469a-93a3-2afd64719249,2025/2/15,Average,3,2,4,3,3,True,False,True,False,False,True,1,2,3,3,2,False,False,False,False,False,False,False,,FALSE
22625,"News Analysts, Reporters, and Journalists","Examine news items of local, national, and international significance to determine topics to address, or obtain assignments from editorial staff members.",36ed68a7-a909-469a-93a3-2afd64719249,2025/2/15,Average,1,1,3,3,2,False,False,False,False,False,False,2,3,3,3,4,False,False,False,False,False,False,False,FALSE,FALSE
22626,"News Analysts, Reporters, and Journalists",Analyze and interpret news and information received from various sources to broadcast the information.,36ed68a7-a909-469a-93a3-2afd64719249,2025/2/15,Average,1,2,4,1,3,False,False,False,False,False,False,2,3,4,3,4,False,False,False,False,False,False,False,FALSE,FALSE
22628,"News Analysts, Reporters, and Journalists",Research a story's background information to provide complete and accurate information.,36ed68a7-a909-469a-93a3-2afd64719249,2025/2/15,Average,2,1,4,2,3,False,False,False,False,False,False,2,3,4,3,4,False,False,False,False,False,False,False,FALSE,FALSE
22635,"News Analysts, Reporters, and Journalists",Revise work to meet editorial approval or to fit time or space requirements.,36ed68a7-a909-469a-93a3-2afd64719249,2025/2/15,Average,4,1,4,1,2,True,False,True,False,False,True,2,3,3,3,3,False,False,False,False,False,False,False,,FALSE
22636,"News Analysts, Reporters, and Journalists",Review and evaluate notes taken about news events to isolate pertinent facts and details.,36ed68a7-a909-469a-93a3-2afd64719249,2025/2/15,Average,3,1,3,1,2,True,False,True,False,False,True,2,2,3,3,2,False,False,False,False,False,False,False,,FALSE
22638,"News Analysts, Reporters, and Journalists","Review written, audio, or video copy, and correct errors in content, grammar, or punctuation, following prescribed editorial style and formatting guidelines.",36ed68a7-a909-469a-93a3-2afd64719249,2025/2/15,Average,4,1,3,2,2,True,False,True,False,False,True,2,3,3,3,3,False,False,False,False,False,False,False,,FALSE
22642,"News Analysts, Reporters, and Journalists","Check reference materials, such as books, news files, or public records, to obtain relevant facts.",36ed68a7-a909-469a-93a3-2afd64719249,2025/2/15,Average,4,1,2,3,2,True,True,True,False,False,True,3,3,3,4,3,False,False,False,False,False,False,False,,FALSE
22648,"News Analysts, Reporters, and Journalists","Develop ideas or material for columns or commentaries by analyzing and interpreting news, current issues, or personal experiences.",36ed68a7-a909-469a-93a3-2afd64719249,2025/2/15,Average,1,2,3,3,4,False,False,False,False,False,False,2,3,3,3,5,False,False,False,False,False,False,False,FALSE,FALSE
1777,Editors,"Read copy or proof to detect and correct errors in spelling, punctuation, and syntax.",1cef6dbb-ed41-4d6f-b2a6-9f366e8ba4f4,2025/2/15,Expert,4,4,4,4,4,True,False,True,False,False,True,4,4,4,5,5,False,False,False,False,False,False,False,,FALSE
1780,Editors,"Verify facts, dates, and statistics, using standard reference sources.",1cef6dbb-ed41-4d6f-b2a6-9f366e8ba4f4,2025/2/15,Expert,4,4,5,4,5,True,False,True,False,False,True,5,4,5,5,5,False,False,False,False,False,False,False,,FALSE
1786,Editors,"Read, evaluate and edit manuscripts or other materials submitted for publication, and confer with authors regarding changes in content, style or organization, or publication.",1cef6dbb-ed41-4d6f-b2a6-9f366e8ba4f4,2025/2/15,Expert,5,5,5,5,4,True,False,True,False,False,False,5,5,5,5,5,False,False,False,False,False,False,False,,FALSE
1782,Editors,"Develop story or content ideas, considering reader or audience appeal.",1cef6dbb-ed41-4d6f-b2a6-9f366e8ba4f4,2025/2/15,Expert,5,5,5,5,4,False,False,True,False,False,True,4,5,5,5,5,False,False,False,False,False,False,False,,FALSE
1776,Editors,"Prepare, rewrite and edit copy to improve readability, or supervise others who do this work.",1cef6dbb-ed41-4d6f-b2a6-9f366e8ba4f4,2025/2/15,Expert,4,5,5,5,4,True,False,True,False,False,False,5,4,4,4,5,False,False,False,False,False,False,False,,FALSE
1783,Editors,"Oversee publication production, including artwork, layout, computer typesetting, and printing, ensuring adherence to deadlines and budget requirements.",1cef6dbb-ed41-4d6f-b2a6-9f366e8ba4f4,2025/2/15,Expert,4,5,5,4,4,True,False,True,False,False,False,4,5,4,3,5,False,False,False,False,False,False,False,,FALSE
21000,Editors,"Write text, such as stories, articles, editorials, or newsletters.",1cef6dbb-ed41-4d6f-b2a6-9f366e8ba4f4,2025/2/15,Expert,4,4,5,5,4,False,False,True,False,False,True,4,4,4,4,5,False,False,False,False,False,False,False,,FALSE
1779,Editors,"Plan the contents of publications according to the publication's style, editorial policy, and publishing requirements.",1cef6dbb-ed41-4d6f-b2a6-9f366e8ba4f4,2025/2/15,Expert,4,5,5,4,5,True,False,True,False,False,False,5,4,4,4,5,False,False,False,False,False,False,False,,FALSE
1781,Editors,Review and approve proofs submitted by composing room prior to publication production.,1cef6dbb-ed41-4d6f-b2a6-9f366e8ba4f4,2025/2/15,Expert,4,5,5,5,4,True,False,True,False,False,False,5,4,5,4,5,False,False,False,False,False,False,False,,FALSE
1785,Editors,"Assign topics, events and stories to individual writers or reporters for coverage.",1cef6dbb-ed41-4d6f-b2a6-9f366e8ba4f4,2025/2/15,Expert,4,5,4,4,4,True,False,True,False,False,False,4,4,4,4,5,False,False,False,False,False,False,False,,FALSE
969,Computer and Information Systems Managers,"Assign and review the work of systems analysts, programmers, and other computer-related workers.",87db9938-ea76-428e-994d-21f371cad1ce,2025/2/15,Average,2,1,3,1,4,False,False,False,False,False,False,1,2,2,2,3,False,False,False,False,False,False,False,FALSE,FALSE
972,Computer and Information Systems Managers,Review and approve all systems charts and programs prior to their implementation.,87db9938-ea76-428e-994d-21f371cad1ce,2025/2/15,Expert,2,2,3,2,3,False,False,False,False,False,False,2,2,2,3,3,False,False,False,False,False,False,False,FALSE,FALSE
980,Computer and Information Systems Managers,Prepare and review operational reports or project progress reports.,87db9938-ea76-428e-994d-21f371cad1ce,2025/2/15,Expert,1,1,1,1,4,False,False,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
966,Computer and Information Systems Managers,"Manage backup, security and user help systems.",87db9938-ea76-428e-994d-21f371cad1ce,2025/2/15,Expert,2,1,2,1,3,False,False,False,False,False,False,1,1,2,1,3,False,False,False,False,False,False,False,FALSE,FALSE
5663,"Business Teachers, Postsecondary","Evaluate and grade students' class work, assignments, and papers.",3c70a938-7d23-40a5-9dcc-5e516e321f89,2025/2/15,Expert,4,3,5,5,5,True,False,True,False,False,True,5,5,5,5,3,False,False,False,False,False,False,False,,FALSE
5666,"Business Teachers, Postsecondary","Maintain student attendance records, grades, and other required records.",3c70a938-7d23-40a5-9dcc-5e516e321f89,2025/2/15,Expert,5,5,5,5,5,True,False,True,False,False,True,5,5,5,5,3,False,False,False,False,False,False,False,,FALSE
5664,"Business Teachers, Postsecondary","Compile, administer, and grade examinations, or assign this work to others.",3c70a938-7d23-40a5-9dcc-5e516e321f89,2025/2/15,Expert,5,5,5,5,5,False,False,True,False,False,True,5,5,5,5,3,False,False,False,False,False,False,False,,FALSE
5669,"Business Teachers, Postsecondary",Maintain regularly scheduled office hours to advise and assist students.,3c70a938-7d23-40a5-9dcc-5e516e321f89,2025/2/15,Expert,5,5,5,5,5,True,False,True,False,False,True,5,5,5,5,3,False,False,False,False,False,False,False,,FALSE
5673,"Business Teachers, Postsecondary",Collaborate with colleagues to address teaching and research issues.,3c70a938-7d23-40a5-9dcc-5e516e321f89,2025/2/15,Expert,5,5,5,5,5,True,False,True,False,False,True,5,5,5,5,3,False,False,False,False,False,False,False,,FALSE
5671,"Business Teachers, Postsecondary",Advise students on academic and vocational curricula and career issues.,3c70a938-7d23-40a5-9dcc-5e516e321f89,2025/2/15,Expert,5,5,5,5,5,True,False,True,False,False,True,5,5,5,5,3,False,False,False,False,False,False,False,,FALSE
2587,Customer Service Representatives,Review insurance policy terms to determine whether a particular loss is covered by insurance.,dadf6fd8-3047-4374-9b04-d7b84004afb6,2025/2/15,Average,4,3,4,3,4,True,True,True,False,False,True,3,3,4,4,3,False,False,False,False,False,False,False,,FALSE
2589,Customer Service Representatives,Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.,dadf6fd8-3047-4374-9b04-d7b84004afb6,2025/2/15,Average,3,4,4,4,5,True,True,True,False,True,True,3,4,4,3,3,False,False,False,False,False,False,False,,FALSE
2585,Customer Service Representatives,"Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.",dadf6fd8-3047-4374-9b04-d7b84004afb6,2025/2/15,Average,3,4,4,1,5,True,True,False,False,False,True,2,3,5,4,3,False,False,False,False,False,False,False,,FALSE
21515,Accountants and Auditors,Prepare adjusting journal entries.,331db624-b4b9-4a82-896f-753ec6216f60,2025/2/15,Average,3,1,2,3,3,False,False,True,False,False,False,4,3,2,3,3,False,False,False,False,False,False,False,,FALSE
21516,Accountants and Auditors,Review accounts for discrepancies and reconcile differences.,331db624-b4b9-4a82-896f-753ec6216f60,2025/2/15,Expert,3,2,3,3,3,False,False,True,False,False,False,4,3,1,2,2,False,False,False,False,False,False,False,,FALSE
21519,Accountants and Auditors,"Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.",331db624-b4b9-4a82-896f-753ec6216f60,2025/2/15,Expert,2,2,3,3,2,False,False,False,False,False,False,2,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
21520,Accountants and Auditors,Report to management regarding the finances of establishment.,331db624-b4b9-4a82-896f-753ec6216f60,2025/2/15,Average,3,4,2,2,2,False,False,True,False,False,False,2,3,3,3,3,False,False,False,False,False,False,False,,FALSE
21522,Accountants and Auditors,"Evaluate taxpayer finances to determine tax liability, using knowledge of interest and discount rates, annuities, valuation of stocks and bonds, and amortization valuation of depletable assets.",331db624-b4b9-4a82-896f-753ec6216f60,2025/2/15,Average,3,1,2,2,2,False,False,True,False,False,False,2,2,3,2,2,False,False,False,False,False,False,False,,FALSE
978,Computer and Information Systems Managers,Review project plans to plan and coordinate project activity.,216194e7-e39d-42f9-bf89-af0537983c5f,2025/2/15,Average,3,3,2,4,2,True,False,True,True,False,False,2,3,3,4,3,False,False,False,False,False,False,False,,FALSE
969,Computer and Information Systems Managers,"Assign and review the work of systems analysts, programmers, and other computer-related workers.",216194e7-e39d-42f9-bf89-af0537983c5f,2025/2/15,Average,4,2,4,2,3,True,False,False,True,False,False,2,2,3,2,1,False,False,False,False,False,False,False,,FALSE
971,Computer and Information Systems Managers,"Develop computer information resources, providing for data security and control, strategic computing, and disaster recovery.",216194e7-e39d-42f9-bf89-af0537983c5f,2025/2/15,Average,3,4,4,1,2,True,True,False,True,False,False,2,3,4,4,3,False,False,False,False,False,False,False,,FALSE
972,Computer and Information Systems Managers,Review and approve all systems charts and programs prior to their implementation.,216194e7-e39d-42f9-bf89-af0537983c5f,2025/2/15,Average,1,2,5,1,2,False,False,False,False,False,False,4,2,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
979,Computer and Information Systems Managers,Evaluate data processing proposals to assess project feasibility and requirements.,216194e7-e39d-42f9-bf89-af0537983c5f,2025/2/15,Average,2,2,4,1,2,False,False,False,False,False,False,4,2,2,3,3,False,False,False,False,False,False,False,FALSE,FALSE
974,Computer and Information Systems Managers,Control operational budget and expenditures.,216194e7-e39d-42f9-bf89-af0537983c5f,2025/2/15,Average,4,1,2,4,2,True,False,False,False,False,True,1,2,3,3,2,False,False,False,False,False,False,False,,FALSE
966,Computer and Information Systems Managers,"Manage backup, security and user help systems.",216194e7-e39d-42f9-bf89-af0537983c5f,2025/2/15,Expert,2,4,4,1,4,False,False,False,False,False,False,4,1,1,2,4,False,False,False,False,False,False,False,FALSE,FALSE
21515,Accountants and Auditors,Prepare adjusting journal entries.,c4f86676-c33b-48c0-8303-849dd28dcd53,2025/2/15,Average,5,2,3,5,4,True,False,True,False,False,True,4,1,5,3,3,False,False,False,False,False,False,False,,FALSE
21520,Accountants and Auditors,Report to management regarding the finances of establishment.,c4f86676-c33b-48c0-8303-849dd28dcd53,2025/2/15,Expert,4,4,4,1,4,True,False,False,False,False,True,2,4,3,4,4,False,False,False,False,False,False,False,,FALSE
17254,Radiologists,"Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.",c02dcb00-9af3-4f35-816a-f9048b4274b5,2025/2/15,Average,3,4,5,3,5,True,False,True,False,False,True,3,5,1,4,4,False,False,False,False,False,False,False,,FALSE
17239,Radiologists,Review or transmit images and information using picture archiving or communications systems.,c02dcb00-9af3-4f35-816a-f9048b4274b5,2025/2/15,Expert,4,4,3,2,4,True,False,True,False,False,True,4,4,1,4,2,False,False,False,False,False,False,False,,FALSE
17248,Radiologists,"Document the performance, interpretation, or outcomes of all procedures performed.",c02dcb00-9af3-4f35-816a-f9048b4274b5,2025/2/15,Expert,2,4,4,1,4,False,False,False,False,False,False,3,4,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
17249,Radiologists,Develop or monitor procedures to ensure adequate quality control of images.,c02dcb00-9af3-4f35-816a-f9048b4274b5,2025/2/15,Average,4,3,4,1,3,True,False,True,False,False,True,1,2,2,3,3,False,False,False,False,False,False,False,,FALSE
17234,Radiologists,Participate in continuing education activities to maintain and develop expertise.,c02dcb00-9af3-4f35-816a-f9048b4274b5,2025/2/15,Expert,1,4,5,1,5,False,False,False,False,False,False,1,3,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
17231,Radiologists,Participate in quality improvement activities including discussions of areas where risk of error is high.,c02dcb00-9af3-4f35-816a-f9048b4274b5,2025/2/15,Expert,1,3,4,3,4,False,False,False,False,False,False,1,1,1,2,1,False,False,False,False,False,False,False,FALSE,FALSE
2589,Customer Service Representatives,Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.,c93f6d24-eaf3-4947-bc23-ca3e4247fc60,2025/2/15,Average,1,1,2,1,1,False,False,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
2591,Customer Service Representatives,"Recommend improvements in products, packaging, shipping, service, or billing methods and procedures to prevent future problems.",c93f6d24-eaf3-4947-bc23-ca3e4247fc60,2025/2/15,Expert,2,2,1,2,2,False,False,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
21511,Accountants and Auditors,"Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",86c64327-e13c-46bc-8faa-fc1b2c780b71,2025/2/18,Average,4,1,3,1,1,True,True,False,True,False,False,4,1,2,2,2,False,False,False,False,False,False,False,,FALSE
21515,Accountants and Auditors,Prepare adjusting journal entries.,86c64327-e13c-46bc-8faa-fc1b2c780b71,2025/2/18,Average,2,2,3,2,3,False,False,False,False,False,False,1,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
19826,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Present information to customers about the energy efficiency or environmental impact of scientific or technical products.,596f0fec-b2d9-48ef-af16-111cd4118432,2025/2/19,Average,2,2,4,2,4,False,False,False,False,False,False,3,3,3,4,4,False,False,False,False,False,False,False,FALSE,FALSE
21519,Accountants and Auditors,"Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.",86c64327-e13c-46bc-8faa-fc1b2c780b71,2025/2/18,Average,2,2,3,2,3,False,False,False,False,False,False,1,2,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
21520,Accountants and Auditors,Report to management regarding the finances of establishment.,86c64327-e13c-46bc-8faa-fc1b2c780b71,2025/2/18,Average,2,2,3,3,3,False,False,False,False,False,False,1,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
7277,Management Analysts,Analyze data gathered and develop solutions or alternative methods of proceeding.,84fef20c-f6e5-41a8-9ffc-1a4f16582dfb,2025/2/19,Novice,4,1,1,1,1,True,True,False,True,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
11261,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Compute customer's installation or production costs and estimate savings from new services, products, or equipment.",021c7f1a-baf0-407d-86c1-36fbce7ce613,2025/2/19,Average,3,2,3,4,3,True,True,False,False,False,False,4,3,4,3,4,False,False,False,False,False,False,False,,FALSE
20620,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Verify customer credit ratings.,021c7f1a-baf0-407d-86c1-36fbce7ce613,2025/2/19,Average,4,3,4,4,3,False,True,True,False,False,False,2,4,5,3,3,False,False,False,False,False,False,False,,FALSE
7276,Management Analysts,Gather and organize information on problems or procedures.,9b4a3e4e-845c-4842-84ee-b55399793e1c,2025/2/19,Expert,3,2,4,1,3,False,False,True,False,False,False,2,3,3,3,3,False,False,False,False,False,False,False,,FALSE
7277,Management Analysts,Analyze data gathered and develop solutions or alternative methods of proceeding.,9b4a3e4e-845c-4842-84ee-b55399793e1c,2025/2/19,Expert,2,3,4,1,2,False,False,False,False,False,False,2,3,4,5,4,False,False,False,False,False,False,False,FALSE,FALSE
7282,Management Analysts,"Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.",9b4a3e4e-845c-4842-84ee-b55399793e1c,2025/2/19,Average,4,1,1,1,1,True,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
7285,Management Analysts,"Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.",9b4a3e4e-845c-4842-84ee-b55399793e1c,2025/2/19,Average,2,4,5,1,3,False,False,False,False,False,False,2,4,3,5,4,False,False,False,False,False,False,False,FALSE,FALSE
5663,"Business Teachers, Postsecondary","Evaluate and grade students' class work, assignments, and papers.",c36ae1a4-34a1-4871-9866-8ef358324e73,2025/2/19,Novice,3,1,3,1,3,True,False,True,False,False,True,1,3,3,3,3,False,False,False,False,False,False,False,,FALSE
5673,"Business Teachers, Postsecondary",Collaborate with colleagues to address teaching and research issues.,c36ae1a4-34a1-4871-9866-8ef358324e73,2025/2/19,Average,2,1,2,2,4,False,False,False,False,False,False,1,2,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
20281,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Create, maintain, and enter information into databases.",9b413491-cfc9-48e9-82fe-5f2be19d832d,2025/2/19,Average,3,1,1,1,1,True,False,False,False,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
20280,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Use computers for various applications, such as database management or word processing.",9b413491-cfc9-48e9-82fe-5f2be19d832d,2025/2/19,Average,1,2,3,5,2,False,False,False,False,False,False,1,2,1,1,3,False,False,False,False,False,False,False,FALSE,FALSE
20282,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Set up and manage paper or electronic filing systems, recording information, updating paperwork, or maintaining documents, such as attendance records, correspondence, or other material.",9b413491-cfc9-48e9-82fe-5f2be19d832d,2025/2/19,Expert,4,2,1,1,2,True,False,True,False,False,True,1,1,1,4,3,False,False,False,False,False,False,False,,FALSE
2801,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Schedule and confirm appointments for clients, customers, or supervisors.",9b413491-cfc9-48e9-82fe-5f2be19d832d,2025/2/19,Expert,1,1,1,1,2,False,False,False,False,False,False,1,3,1,2,3,False,False,False,False,False,False,False,FALSE,FALSE
20284,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.",9b413491-cfc9-48e9-82fe-5f2be19d832d,2025/2/19,Expert,1,1,1,3,2,False,False,False,False,False,False,1,4,2,4,5,False,False,False,False,False,False,False,FALSE,FALSE
2795,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Complete forms in accordance with company procedures.,9b413491-cfc9-48e9-82fe-5f2be19d832d,2025/2/19,Expert,1,4,5,5,3,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
2793,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Locate and attach appropriate files to incoming correspondence requiring replies.,9b413491-cfc9-48e9-82fe-5f2be19d832d,2025/2/19,Average,1,3,5,5,2,False,False,False,False,False,False,1,4,2,3,4,False,False,False,False,False,False,False,FALSE,FALSE
2805,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Conduct searches to find needed information, using such sources as the Internet.",9b413491-cfc9-48e9-82fe-5f2be19d832d,2025/2/19,Expert,1,2,4,3,4,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
2794,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Open, read, route, and distribute incoming mail or other materials and answer routine letters.",9b413491-cfc9-48e9-82fe-5f2be19d832d,2025/2/19,Average,1,2,3,4,2,False,False,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
2797,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Review work done by others to check for correct spelling and grammar, ensure that company format policies are followed, and recommend revisions.",9b413491-cfc9-48e9-82fe-5f2be19d832d,2025/2/19,Expert,1,2,3,5,2,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
17254,Radiologists,"Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.",56631ad6-25ff-483f-ac0f-0843b955ca90,2025/2/19,Average,4,1,1,1,1,True,False,True,False,False,True,3,3,2,4,3,False,False,False,False,False,False,False,,FALSE
17239,Radiologists,Review or transmit images and information using picture archiving or communications systems.,56631ad6-25ff-483f-ac0f-0843b955ca90,2025/2/19,Expert,5,2,2,1,3,False,False,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
17248,Radiologists,"Document the performance, interpretation, or outcomes of all procedures performed.",56631ad6-25ff-483f-ac0f-0843b955ca90,2025/2/19,Expert,5,3,2,1,1,True,False,False,False,False,False,1,1,1,3,1,False,False,False,False,False,False,False,,FALSE
17234,Radiologists,Participate in continuing education activities to maintain and develop expertise.,56631ad6-25ff-483f-ac0f-0843b955ca90,2025/2/19,Average,1,3,3,1,3,False,False,False,False,False,False,1,3,1,1,4,False,False,False,False,False,False,False,FALSE,FALSE
1021,Purchasing Managers,"Locate vendors of materials, equipment or supplies, and interview them to determine product availability and terms of sales.",be5d1439-095f-42f7-adc0-7c7bdcf1f3c5,2025/2/19,Average,2,2,4,4,2,False,False,False,False,False,False,1,5,4,4,4,False,False,False,False,False,False,False,FALSE,FALSE
1022,Purchasing Managers,Prepare and process requisitions and purchase orders for supplies and equipment.,be5d1439-095f-42f7-adc0-7c7bdcf1f3c5,2025/2/19,Average,3,1,4,4,1,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
1025,Purchasing Managers,Review purchase order claims and contracts for conformance to company policy.,be5d1439-095f-42f7-adc0-7c7bdcf1f3c5,2025/2/19,Average,4,1,3,2,1,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
1020,Purchasing Managers,Maintain records of goods ordered and received.,be5d1439-095f-42f7-adc0-7c7bdcf1f3c5,2025/2/19,Average,4,1,3,1,1,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
14694,Web Developers,"Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",1030547f-2dcc-4c91-b0e3-96cd98204abc,2025/2/19,Expert,3,4,4,5,3,True,False,False,False,False,False,3,2,2,4,3,False,False,False,False,False,False,False,,FALSE
14714,Web Developers,Develop or implement procedures for ongoing Web site revision.,1030547f-2dcc-4c91-b0e3-96cd98204abc,2025/2/19,Average,2,2,3,5,2,False,False,False,False,False,False,2,3,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
14722,Web Developers,"Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.",1030547f-2dcc-4c91-b0e3-96cd98204abc,2025/2/19,Novice,1,1,2,4,3,False,False,False,False,False,False,2,2,2,2,3,False,False,False,False,False,False,False,FALSE,FALSE
11261,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","Compute customer's installation or production costs and estimate savings from new services, products, or equipment.",4e1350e4-019e-4d31-91c6-5d1b138b9b94,2025/2/19,Novice,4,3,4,4,4,True,False,True,False,False,True,5,4,5,4,4,False,False,False,False,False,False,False,,FALSE
19826,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Present information to customers about the energy efficiency or environmental impact of scientific or technical products.,4e1350e4-019e-4d31-91c6-5d1b138b9b94,2025/2/19,Novice,4,4,3,4,3,True,False,True,True,False,True,4,4,3,4,4,False,False,False,False,False,False,False,,FALSE
5671,"Business Teachers, Postsecondary",Advise students on academic and vocational curricula and career issues.,e2398fa5-70af-4187-bb25-e4d944beb009,2025/2/20,Average,4,4,4,4,4,True,False,True,False,False,True,4,4,4,4,4,False,False,False,False,False,False,False,,FALSE
12301,Power Distributors and Dispatchers,"Control, monitor, or operate equipment that regulates or distributes electricity or steam, using data obtained from instruments or computers.",3d8aefa9-958a-4bb1-8d6b-2ec76cf6e15e,2025/2/20,Average,3,2,3,4,2,True,False,True,False,False,True,2,2,2,2,3,False,False,False,False,False,False,False,,FALSE
21917,Architectural and Civil Drafters,"Produce drawings, using computer-assisted drafting systems (CAD) or drafting machines, or by hand, using compasses, dividers, protractors, triangles, and other drafting devices.",29588295-aa7b-44fa-8158-f022d34bcf0b,2025/2/20,Average,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
21918,Architectural and Civil Drafters,"Draft plans and detailed drawings for structures, installations, and construction projects, such as highways, sewage disposal systems, and dikes, working from sketches or notes.",29588295-aa7b-44fa-8158-f022d34bcf0b,2025/2/20,Average,1,1,1,1,1,False,False,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
21920,Architectural and Civil Drafters,"Analyze building codes, by-laws, space and site requirements, and other technical documents and reports to determine their effect on architectural designs.",29588295-aa7b-44fa-8158-f022d34bcf0b,2025/2/20,Average,2,1,1,1,1,False,False,False,False,False,False,2,2,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
21928,Architectural and Civil Drafters,Check dimensions of materials to be used and assign numbers to lists of materials.,29588295-aa7b-44fa-8158-f022d34bcf0b,2025/2/20,Expert,2,2,2,1,2,False,False,False,False,False,False,2,1,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
3897,Media Technical Directors/Managers,Observe pictures through monitors and direct camera and video staff concerning shading and composition.,c83a8d4d-e85d-4d01-b0f2-7f9cc3536eb9,2025/2/20,Average,2,1,2,1,4,False,False,False,False,False,False,1,4,4,3,4,False,False,False,False,False,False,False,FALSE,FALSE
3896,Media Technical Directors/Managers,Monitor broadcasts to ensure that programs conform to station or network policies and regulations.,c83a8d4d-e85d-4d01-b0f2-7f9cc3536eb9,2025/2/20,Average,4,1,3,2,2,True,True,False,False,False,True,1,2,3,2,2,False,False,False,False,False,False,False,,FALSE
3906,Media Technical Directors/Managers,Collaborate with promotions directors to produce on-air station promotions.,c83a8d4d-e85d-4d01-b0f2-7f9cc3536eb9,2025/2/20,Expert,2,1,4,2,4,False,False,False,False,False,False,2,4,3,3,4,False,False,False,False,False,False,False,FALSE,FALSE
3900,Media Technical Directors/Managers,Schedule use of studio and editing facilities for producers and engineering and maintenance staff.,c83a8d4d-e85d-4d01-b0f2-7f9cc3536eb9,2025/2/20,Expert,3,1,4,2,2,True,True,False,False,False,True,1,4,3,3,3,False,False,False,False,False,False,False,,FALSE
3894,Media Technical Directors/Managers,"Direct technical aspects of newscasts and other productions, checking and switching between video sources and taking responsibility for the on-air product, including camera shots and graphics.",c83a8d4d-e85d-4d01-b0f2-7f9cc3536eb9,2025/2/20,Average,2,1,3,2,4,False,False,False,False,False,False,2,4,4,4,4,False,False,False,False,False,False,False,FALSE,FALSE
3905,Media Technical Directors/Managers,"Set up and execute video transitions and special effects, such as fades, dissolves, cuts, keys, and supers, using computers to manipulate pictures as necessary.",c83a8d4d-e85d-4d01-b0f2-7f9cc3536eb9,2025/2/20,Expert,2,1,4,2,3,False,False,False,False,False,False,1,3,3,4,3,False,False,False,False,False,False,False,FALSE,FALSE
20281,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Create, maintain, and enter information into databases.",ec51225b-621b-4732-8f86-555ca673927f,2025/2/20,Expert,5,1,1,1,1,True,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
20280,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Use computers for various applications, such as database management or word processing.",ec51225b-621b-4732-8f86-555ca673927f,2025/2/20,Expert,5,1,1,1,1,True,False,False,False,False,False,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
20282,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Set up and manage paper or electronic filing systems, recording information, updating paperwork, or maintaining documents, such as attendance records, correspondence, or other material.",ec51225b-621b-4732-8f86-555ca673927f,2025/2/20,Expert,5,1,1,1,1,True,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
2801,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Schedule and confirm appointments for clients, customers, or supervisors.",ec51225b-621b-4732-8f86-555ca673927f,2025/2/20,Expert,5,4,4,2,3,False,False,False,True,False,True,2,3,2,2,3,False,False,False,False,False,False,False,,FALSE
2800,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Maintain scheduling and event calendars.,ec51225b-621b-4732-8f86-555ca673927f,2025/2/20,Expert,5,3,4,2,3,True,True,False,True,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
2793,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Locate and attach appropriate files to incoming correspondence requiring replies.,ec51225b-621b-4732-8f86-555ca673927f,2025/2/20,Expert,5,2,2,1,2,True,False,False,False,False,False,1,1,2,2,1,False,False,False,False,False,False,False,,FALSE
2805,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Conduct searches to find needed information, using such sources as the Internet.",ec51225b-621b-4732-8f86-555ca673927f,2025/2/20,Expert,3,2,2,2,4,False,False,True,False,True,False,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
22623,"News Analysts, Reporters, and Journalists","Write commentaries, columns, or scripts, using computers.",6285fb0f-cf8a-425d-bc7a-2c3a830b1695,2025/2/20,Novice,3,2,4,3,3,True,False,False,False,False,False,3,3,3,3,2,False,False,False,False,False,False,False,,FALSE
2591,Customer Service Representatives,"Recommend improvements in products, packaging, shipping, service, or billing methods and procedures to prevent future problems.",d61aa3c3-a844-40cf-a006-7b7244c69665,2025/2/20,Novice,5,1,1,1,1,True,False,True,False,False,True,1,3,1,2,2,False,False,False,False,False,False,False,,FALSE
5314,Information Security Analysts,"Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.",f5550885-59e9-40ae-8ea9-5fddb6988dad,2025/2/20,Average,3,3,3,1,3,True,False,False,False,False,False,5,3,5,3,2,False,False,False,False,False,False,False,,FALSE
5316,Information Security Analysts,Monitor current reports of computer viruses to determine when to update virus protection systems.,f5550885-59e9-40ae-8ea9-5fddb6988dad,2025/2/20,Expert,3,4,3,1,4,True,False,False,False,False,False,2,2,2,2,1,False,False,False,False,False,False,False,,FALSE
5317,Information Security Analysts,"Modify computer security files to incorporate new software, correct errors, or change individual access status.",f5550885-59e9-40ae-8ea9-5fddb6988dad,2025/2/20,Average,2,2,3,1,3,False,False,False,False,False,False,3,1,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
5322,Information Security Analysts,"Document computer security and emergency measures policies, procedures, and tests.",f5550885-59e9-40ae-8ea9-5fddb6988dad,2025/2/20,Average,2,2,2,1,3,False,False,False,False,False,False,2,2,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
5319,Information Security Analysts,Monitor use of data files and regulate access to safeguard information in computer files.,f5550885-59e9-40ae-8ea9-5fddb6988dad,2025/2/20,Average,2,2,2,2,3,False,False,False,False,False,False,2,3,3,2,1,False,False,False,False,False,False,False,FALSE,FALSE
23313,Insurance Claims and Policy Processing Clerks,"Prepare insurance claim forms or related documents, and review them for completeness.",2261c078-bcef-4278-b623-fa7eaa4ec262,2025/2/20,Average,5,4,4,2,1,True,True,True,False,False,True,4,3,3,3,3,False,False,False,False,False,False,False,,FALSE
23315,Insurance Claims and Policy Processing Clerks,Post or attach information to claim file.,2261c078-bcef-4278-b623-fa7eaa4ec262,2025/2/20,Expert,5,5,5,5,5,True,False,False,False,False,True,4,5,5,5,1,False,False,False,False,False,False,False,,FALSE
23316,Insurance Claims and Policy Processing Clerks,Transmit claims for payment or further investigation.,2261c078-bcef-4278-b623-fa7eaa4ec262,2025/2/20,Expert,5,5,5,5,5,False,False,True,False,False,True,5,5,5,5,1,False,False,False,False,False,False,False,,FALSE
23318,Insurance Claims and Policy Processing Clerks,Review insurance policy to determine coverage.,2261c078-bcef-4278-b623-fa7eaa4ec262,2025/2/20,Expert,5,5,5,5,5,False,True,True,False,False,False,5,2,3,4,3,False,False,False,False,False,False,False,,FALSE
20281,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Create, maintain, and enter information into databases.",149805b0-eb7d-4828-9207-c79d90ed523c,2025/2/20,Average,2,2,5,1,1,False,False,False,False,False,False,1,2,1,1,5,False,False,False,False,False,False,False,FALSE,FALSE
20280,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Use computers for various applications, such as database management or word processing.",149805b0-eb7d-4828-9207-c79d90ed523c,2025/2/20,Average,2,2,4,1,1,False,False,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
2801,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Schedule and confirm appointments for clients, customers, or supervisors.",149805b0-eb7d-4828-9207-c79d90ed523c,2025/2/20,Average,1,2,5,2,3,False,False,False,False,False,False,1,1,1,1,4,False,False,False,False,False,False,False,FALSE,FALSE
2800,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Maintain scheduling and event calendars.,149805b0-eb7d-4828-9207-c79d90ed523c,2025/2/20,Average,2,1,5,1,1,False,False,False,False,False,False,1,3,3,1,5,False,False,False,False,False,False,False,FALSE,FALSE
2806,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Provide services to customers, such as order placement or account information.",149805b0-eb7d-4828-9207-c79d90ed523c,2025/2/20,Average,2,3,5,2,2,False,False,False,False,False,False,1,4,1,1,4,False,False,False,False,False,False,False,FALSE,FALSE
15612,Clinical Research Coordinators,"Schedule subjects for appointments, procedures, or inpatient stays as required by study protocols.",603455d3-c17d-4460-9976-e1820a057eb8,2025/2/20,Average,3,5,4,5,3,True,True,False,True,False,False,3,3,2,4,2,False,False,False,False,False,False,False,,FALSE
20950,Computer Systems Analysts,Troubleshoot program and system malfunctions to restore normal functioning.,1b3f2ed4-9876-4972-a951-cdae12118c0b,2025/2/20,Average,4,5,4,5,1,True,True,False,True,True,False,1,4,2,2,3,False,False,False,False,False,False,False,,FALSE
3482,Computer Systems Analysts,"Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",1b3f2ed4-9876-4972-a951-cdae12118c0b,2025/2/20,Average,5,4,3,5,5,True,True,True,True,True,True,4,5,5,5,2,False,False,False,False,False,False,False,,FALSE
3484,Computer Systems Analysts,Specify inputs accessed by the system and plan the distribution and use of the results.,1b3f2ed4-9876-4972-a951-cdae12118c0b,2025/2/20,Average,1,5,5,1,5,False,False,False,False,False,False,5,1,1,2,1,False,False,False,False,False,False,False,FALSE,FALSE
5666,"Business Teachers, Postsecondary","Maintain student attendance records, grades, and other required records.",f9db1cf5-a207-4c29-b142-1a16e58761ef,2025/2/20,Novice,4,2,3,4,2,True,True,True,False,False,False,1,3,1,1,1,False,False,False,False,False,False,False,,FALSE
5669,"Business Teachers, Postsecondary",Maintain regularly scheduled office hours to advise and assist students.,f9db1cf5-a207-4c29-b142-1a16e58761ef,2025/2/20,Average,2,2,2,4,3,False,False,False,False,False,False,4,5,4,5,5,False,False,False,False,False,False,False,FALSE,FALSE
20058,"Business Teachers, Postsecondary",Develop and maintain course Web sites.,f9db1cf5-a207-4c29-b142-1a16e58761ef,2025/2/20,Novice,3,2,2,2,3,True,True,False,False,False,False,1,3,1,1,2,False,False,False,False,False,False,False,,FALSE
2813,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Operate electronic mail systems and coordinate the flow of information, internally or with other organizations.",f7a5e7ea-ce19-42e6-8025-975584e9a8a1,2025/2/25,Average,1,1,2,3,2,False,False,False,False,False,False,1,4,4,4,4,False,True,True,True,False,True,True,FALSE,
2795,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Complete forms in accordance with company procedures.,f7a5e7ea-ce19-42e6-8025-975584e9a8a1,2025/2/25,Average,3,1,1,2,1,True,False,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
2805,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Conduct searches to find needed information, using such sources as the Internet.",f7a5e7ea-ce19-42e6-8025-975584e9a8a1,2025/2/25,Expert,5,2,2,2,2,True,False,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
2806,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Provide services to customers, such as order placement or account information.",f7a5e7ea-ce19-42e6-8025-975584e9a8a1,2025/2/25,Average,1,2,3,2,3,False,False,False,False,False,False,1,4,3,3,4,False,True,True,True,False,True,False,FALSE,
23313,Insurance Claims and Policy Processing Clerks,"Prepare insurance claim forms or related documents, and review them for completeness.",a72cf660-5c79-4b12-9e23-fe51087e3c72,2025/2/25,Expert,3,1,3,2,1,True,True,False,False,False,True,1,4,4,4,4,False,True,False,True,True,False,False,,
23315,Insurance Claims and Policy Processing Clerks,Post or attach information to claim file.,a72cf660-5c79-4b12-9e23-fe51087e3c72,2025/2/25,Expert,4,2,2,1,1,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
23318,Insurance Claims and Policy Processing Clerks,Review insurance policy to determine coverage.,a72cf660-5c79-4b12-9e23-fe51087e3c72,2025/2/25,Expert,1,4,4,3,1,False,False,False,False,False,False,1,3,5,5,5,False,True,True,True,True,True,False,FALSE,
23320,Insurance Claims and Policy Processing Clerks,"Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.",a72cf660-5c79-4b12-9e23-fe51087e3c72,2025/2/25,Expert,4,2,2,1,2,True,False,True,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
23322,Insurance Claims and Policy Processing Clerks,Correspond with insured or agent to obtain information or to inform them of account status or changes.,a72cf660-5c79-4b12-9e23-fe51087e3c72,2025/2/25,Expert,2,2,2,1,1,False,False,False,False,False,False,1,3,2,2,3,False,False,False,True,False,False,False,FALSE,
1033,Purchasing Managers,Prepare bid awards requiring board approval.,46553630-9aff-40ae-9848-b544c59c7b21,2025/2/26,Expert,4,1,3,1,1,True,True,False,False,False,False,1,4,3,2,3,False,True,True,True,True,False,False,,
1021,Purchasing Managers,"Locate vendors of materials, equipment or supplies, and interview them to determine product availability and terms of sales.",46553630-9aff-40ae-9848-b544c59c7b21,2025/2/26,Expert,4,2,3,2,2,True,False,False,False,False,False,1,4,2,1,3,False,True,False,True,True,False,False,,
1022,Purchasing Managers,Prepare and process requisitions and purchase orders for supplies and equipment.,46553630-9aff-40ae-9848-b544c59c7b21,2025/2/26,Expert,3,2,3,1,2,True,True,False,False,False,False,1,3,1,2,2,False,False,False,False,False,False,False,,FALSE
1026,Purchasing Managers,Analyze market and delivery systems to assess present and future material availability.,46553630-9aff-40ae-9848-b544c59c7b21,2025/2/26,Expert,3,1,4,2,2,True,False,False,True,True,False,1,1,4,4,4,False,True,True,False,True,True,False,,
22623,"News Analysts, Reporters, and Journalists","Write commentaries, columns, or scripts, using computers.",e43c2e51-a727-41e2-b501-c42f0f243277,2025/2/26,Expert,2,4,5,5,2,False,False,False,False,False,False,1,5,1,5,1,False,False,False,False,False,False,False,FALSE,FALSE
22635,"News Analysts, Reporters, and Journalists",Revise work to meet editorial approval or to fit time or space requirements.,e43c2e51-a727-41e2-b501-c42f0f243277,2025/2/26,Expert,2,1,5,1,1,False,False,False,False,False,False,1,1,1,4,1,False,False,False,False,False,False,False,FALSE,FALSE
1476,Mechanical Engineering Technologists and Technicians,"Review project instructions and blueprints to ascertain test specifications, procedures, and objectives, and test nature of technical problems such as redesign.",7ac0b1f4-0262-4172-a628-14bc3dfccd49,2025/2/26,Average,3,3,4,3,5,False,True,False,True,True,False,2,4,3,3,3,False,True,True,False,False,True,False,,
1475,Mechanical Engineering Technologists and Technicians,"Draft detail drawing or sketch for drafting room completion or to request parts fabrication by machine, sheet or wood shops.",7ac0b1f4-0262-4172-a628-14bc3dfccd49,2025/2/26,Average,2,2,2,2,5,False,False,False,False,False,False,2,1,2,2,5,True,False,False,False,False,False,False,FALSE,
1486,Mechanical Engineering Technologists and Technicians,"Record test procedures and results, numerical and graphical data, and recommendations for changes in product or test methods.",7ac0b1f4-0262-4172-a628-14bc3dfccd49,2025/2/26,Average,1,1,3,1,4,False,False,False,False,False,False,4,2,2,2,5,False,True,False,False,False,False,False,FALSE,
1477,Mechanical Engineering Technologists and Technicians,"Review project instructions and specifications to identify, modify and plan requirements fabrication, assembly and testing.",7ac0b1f4-0262-4172-a628-14bc3dfccd49,2025/2/26,Average,2,1,3,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1025,Purchasing Managers,Review purchase order claims and contracts for conformance to company policy.,09ff4997-6182-41da-8f6d-011b4c6c167f,2025/2/26,Average,4,2,3,2,2,True,False,True,False,False,True,1,2,3,2,3,False,False,False,True,True,False,False,,
15988,Financial Quantitative Analysts,Produce written summary reports of financial research results.,542bd210-4a9a-4af8-b9cb-ce2f3b678a35,2025/2/26,Expert,3,4,4,2,3,False,True,False,False,False,False,3,2,3,2,2,False,False,False,False,False,False,False,,FALSE
15595,Clinical Research Coordinators,"Prepare study-related documentation, such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, or progress reports.",72a40387-a6b7-4bf2-87cc-1df4b9e3b7f9,2025/2/26,Average,3,1,2,2,1,True,True,True,True,True,True,1,2,3,4,3,False,True,False,False,True,False,False,,
15600,Clinical Research Coordinators,Maintain contact with sponsors to schedule and coordinate site visits or to answer questions about issues such as incomplete data.,72a40387-a6b7-4bf2-87cc-1df4b9e3b7f9,2025/2/26,Expert,2,2,3,1,3,False,False,False,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1025,Purchasing Managers,Review purchase order claims and contracts for conformance to company policy.,29a54e63-c8d8-4bdb-9d2e-86f220eb4a09,2025/2/26,Average,2,1,3,4,2,False,False,False,False,False,False,3,2,2,1,1,False,False,False,False,False,False,False,FALSE,FALSE
22625,"News Analysts, Reporters, and Journalists","Examine news items of local, national, and international significance to determine topics to address, or obtain assignments from editorial staff members.",83223b14-0648-4304-b2c2-42c77439186c,2025/2/26,Expert,1,4,4,2,3,False,False,False,False,False,False,1,4,4,4,4,False,True,True,True,True,True,True,FALSE,
22628,"News Analysts, Reporters, and Journalists",Research a story's background information to provide complete and accurate information.,83223b14-0648-4304-b2c2-42c77439186c,2025/2/26,Expert,1,4,4,4,4,False,False,False,False,False,False,5,5,5,5,5,False,True,True,True,True,True,True,FALSE,
22635,"News Analysts, Reporters, and Journalists",Revise work to meet editorial approval or to fit time or space requirements.,83223b14-0648-4304-b2c2-42c77439186c,2025/2/26,Expert,1,2,5,1,3,False,False,False,False,False,False,1,4,5,1,3,False,True,True,True,True,True,True,FALSE,
3465,Computer Systems Analysts,"Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",1b3f2ed4-9876-4972-a951-cdae12118c0b,2025/2/20,Average,4,5,3,3,3,True,True,True,True,True,True,4,2,2,2,5,False,False,False,False,False,False,False,"There are many tasks that are mechanized, and or monotonous. Therefore, designing into the awareness of how to prevent such from affecting others is how we create the valuation. The valuation is confirmation.",FALSE
3470,Computer Systems Analysts,Expand or modify system to serve new purposes or improve work flow.,1b3f2ed4-9876-4972-a951-cdae12118c0b,2025/2/20,Average,5,4,3,5,2,True,True,True,True,True,True,2,5,4,4,4,False,False,False,False,False,False,False,,FALSE
3466,Computer Systems Analysts,"Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.",1b3f2ed4-9876-4972-a951-cdae12118c0b,2025/2/20,Novice,5,1,2,2,3,True,True,True,False,True,False,5,5,5,5,5,False,False,False,False,False,False,False,,FALSE
5663,"Business Teachers, Postsecondary","Evaluate and grade students' class work, assignments, and papers.",f9db1cf5-a207-4c29-b142-1a16e58761ef,2025/2/20,Average,4,3,4,2,2,True,True,True,True,False,False,1,1,2,3,1,False,False,False,False,False,False,False,,FALSE
5664,"Business Teachers, Postsecondary","Compile, administer, and grade examinations, or assign this work to others.",f9db1cf5-a207-4c29-b142-1a16e58761ef,2025/2/20,Average,5,3,3,3,4,False,True,True,False,False,False,1,3,1,1,2,False,False,False,False,False,False,False,,FALSE
5673,"Business Teachers, Postsecondary",Collaborate with colleagues to address teaching and research issues.,f9db1cf5-a207-4c29-b142-1a16e58761ef,2025/2/20,Novice,1,2,1,2,4,False,False,False,False,False,False,1,4,2,1,4,False,False,False,False,False,False,False,FALSE,FALSE
1033,Purchasing Managers,Prepare bid awards requiring board approval.,f94d4678-b44f-4937-bde2-278fb9e6af0e,2025/2/20,Average,2,1,2,2,3,False,False,False,False,False,False,3,2,2,5,2,False,False,False,False,False,False,False,FALSE,FALSE
1022,Purchasing Managers,Prepare and process requisitions and purchase orders for supplies and equipment.,f94d4678-b44f-4937-bde2-278fb9e6af0e,2025/2/20,Novice,1,1,1,2,2,False,False,False,False,False,False,2,1,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
1020,Purchasing Managers,Maintain records of goods ordered and received.,f94d4678-b44f-4937-bde2-278fb9e6af0e,2025/2/20,Average,2,3,3,1,2,False,False,False,False,False,False,2,1,1,2,1,False,False,False,False,False,False,False,FALSE,FALSE
3465,Computer Systems Analysts,"Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",b1ab6256-5078-4533-a5b9-e3127d47b0bf,2025/2/20,Expert,3,1,1,2,1,True,True,False,True,False,False,3,2,3,3,3,False,False,False,False,False,False,False,,FALSE
20950,Computer Systems Analysts,Troubleshoot program and system malfunctions to restore normal functioning.,b1ab6256-5078-4533-a5b9-e3127d47b0bf,2025/2/20,Average,3,1,2,2,2,False,True,False,True,True,False,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
3897,Media Technical Directors/Managers,Observe pictures through monitors and direct camera and video staff concerning shading and composition.,7c7625c4-4e5b-4879-a46f-66dbda450e19,2025/2/20,Average,1,1,3,3,3,False,False,False,False,False,False,3,4,3,4,4,False,False,False,False,False,False,False,FALSE,FALSE
3896,Media Technical Directors/Managers,Monitor broadcasts to ensure that programs conform to station or network policies and regulations.,7c7625c4-4e5b-4879-a46f-66dbda450e19,2025/2/20,Average,2,1,1,3,2,False,False,False,False,False,False,2,2,2,2,3,False,False,False,False,False,False,False,FALSE,FALSE
3906,Media Technical Directors/Managers,Collaborate with promotions directors to produce on-air station promotions.,7c7625c4-4e5b-4879-a46f-66dbda450e19,2025/2/20,Average,3,1,3,3,3,False,False,False,False,True,False,3,3,4,4,4,False,False,False,False,False,False,False,,FALSE
3900,Media Technical Directors/Managers,Schedule use of studio and editing facilities for producers and engineering and maintenance staff.,7c7625c4-4e5b-4879-a46f-66dbda450e19,2025/2/20,Expert,2,3,4,4,4,False,False,False,False,False,False,4,4,4,3,4,False,False,False,False,False,False,False,FALSE,FALSE
3465,Computer Systems Analysts,"Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",073fdfb6-505d-485e-a0f5-d628e3543671,2025/2/20,Expert,2,5,5,5,4,False,False,False,False,False,False,1,5,3,5,5,False,False,False,False,False,False,False,FALSE,FALSE
20950,Computer Systems Analysts,Troubleshoot program and system malfunctions to restore normal functioning.,073fdfb6-505d-485e-a0f5-d628e3543671,2025/2/20,Expert,2,3,5,4,5,False,False,False,False,False,False,1,4,4,5,5,False,False,False,False,False,False,False,FALSE,FALSE
3470,Computer Systems Analysts,Expand or modify system to serve new purposes or improve work flow.,073fdfb6-505d-485e-a0f5-d628e3543671,2025/2/20,Expert,3,2,5,3,3,True,False,True,True,False,False,1,3,3,3,3,False,False,False,False,False,False,False,,FALSE
3466,Computer Systems Analysts,"Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.",073fdfb6-505d-485e-a0f5-d628e3543671,2025/2/20,Expert,2,4,5,5,4,False,False,False,False,False,False,1,5,4,5,5,False,False,False,False,False,False,False,FALSE,FALSE
969,Computer and Information Systems Managers,"Assign and review the work of systems analysts, programmers, and other computer-related workers.",78302b81-4938-4240-8768-e5d1a946c0bc,2025/2/20,Expert,5,5,5,1,5,True,False,True,False,False,True,5,5,5,5,3,False,False,False,False,False,False,False,,FALSE
971,Computer and Information Systems Managers,"Develop computer information resources, providing for data security and control, strategic computing, and disaster recovery.",78302b81-4938-4240-8768-e5d1a946c0bc,2025/2/20,Novice,5,5,5,5,5,True,False,True,False,False,True,5,5,5,5,3,False,False,False,False,False,False,False,,FALSE
972,Computer and Information Systems Managers,Review and approve all systems charts and programs prior to their implementation.,78302b81-4938-4240-8768-e5d1a946c0bc,2025/2/20,Expert,5,5,5,5,5,True,False,True,False,False,True,5,5,5,5,3,False,False,False,False,False,False,False,,FALSE
980,Computer and Information Systems Managers,Prepare and review operational reports or project progress reports.,78302b81-4938-4240-8768-e5d1a946c0bc,2025/2/20,Expert,5,5,5,5,5,True,False,True,False,False,True,5,5,5,5,3,False,False,False,False,False,False,False,,FALSE
979,Computer and Information Systems Managers,Evaluate data processing proposals to assess project feasibility and requirements.,78302b81-4938-4240-8768-e5d1a946c0bc,2025/2/20,Expert,5,5,5,5,5,True,False,True,False,False,True,5,5,5,5,5,False,False,False,False,False,False,False,,FALSE
974,Computer and Information Systems Managers,Control operational budget and expenditures.,78302b81-4938-4240-8768-e5d1a946c0bc,2025/2/20,Expert,5,5,5,5,5,True,False,True,False,False,True,5,5,5,5,5,False,False,False,False,False,False,False,,FALSE
966,Computer and Information Systems Managers,"Manage backup, security and user help systems.",78302b81-4938-4240-8768-e5d1a946c0bc,2025/2/20,Novice,5,5,5,5,5,True,False,True,False,False,True,5,5,5,5,3,False,False,False,False,False,False,False,,FALSE
1282,Computer User Support Specialists,Answer user inquiries regarding computer software or hardware operation to resolve problems.,28bce7ef-a5a3-46b6-90be-6267ce1901ec,2025/2/20,Expert,2,1,3,2,2,False,False,False,False,False,False,3,2,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1285,Computer User Support Specialists,Oversee the daily performance of computer systems.,28bce7ef-a5a3-46b6-90be-6267ce1901ec,2025/2/20,Expert,2,2,4,3,3,False,False,False,False,False,False,2,2,4,3,3,False,False,False,False,False,False,False,FALSE,FALSE
1288,Computer User Support Specialists,"Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.",28bce7ef-a5a3-46b6-90be-6267ce1901ec,2025/2/20,Expert,2,2,4,3,2,False,False,False,False,False,False,2,3,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
20058,"Business Teachers, Postsecondary",Develop and maintain course Web sites.,e2398fa5-70af-4187-bb25-e4d944beb009,2025/2/20,Average,4,4,4,3,4,True,False,True,False,False,True,4,4,4,4,4,False,False,False,False,False,False,False,,FALSE
1290,Computer User Support Specialists,"Develop training materials and procedures, or train users in the proper use of hardware or software.",28bce7ef-a5a3-46b6-90be-6267ce1901ec,2025/2/20,Expert,3,1,3,2,2,True,False,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
15456,Biofuels Production Managers,"Review logs, datasheets, or reports to ensure adequate production levels or to identify abnormalities with biofuels production equipment or processes.",4e5faced-a794-4949-a538-b9edefeddb93,2025/2/25,Average,4,2,3,1,2,False,False,True,True,False,False,1,4,3,3,2,False,False,False,False,False,False,False,,FALSE
15458,Biofuels Production Managers,"Monitor meters, flow gauges, or other real-time data to ensure proper operation of biofuels production equipment, implementing corrective measures as needed.",4e5faced-a794-4949-a538-b9edefeddb93,2025/2/25,Novice,5,1,2,1,1,False,True,False,False,False,True,1,1,3,4,1,False,False,False,False,False,False,False,,FALSE
15461,Biofuels Production Managers,"Adjust temperature, pressure, vacuum, level, flow rate, or transfer of biofuels to maintain processes at required levels.",4e5faced-a794-4949-a538-b9edefeddb93,2025/2/25,Average,3,1,1,1,1,True,False,False,False,False,False,1,2,4,4,4,False,True,True,False,False,False,False,,
1780,Editors,"Verify facts, dates, and statistics, using standard reference sources.",33680746-bb54-4a3c-a629-7b4289a861d8,2025/2/25,Average,5,1,2,1,1,True,True,True,True,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
1782,Editors,"Develop story or content ideas, considering reader or audience appeal.",33680746-bb54-4a3c-a629-7b4289a861d8,2025/2/25,Expert,2,2,5,4,4,False,False,False,False,False,False,1,4,5,5,5,False,True,True,True,True,True,True,FALSE,
1783,Editors,"Oversee publication production, including artwork, layout, computer typesetting, and printing, ensuring adherence to deadlines and budget requirements.",33680746-bb54-4a3c-a629-7b4289a861d8,2025/2/25,Average,1,1,4,2,2,False,False,False,False,False,False,1,4,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
1786,Editors,"Read, evaluate and edit manuscripts or other materials submitted for publication, and confer with authors regarding changes in content, style or organization, or publication.",c8385be6-8b37-45db-874a-acf2f6adf451,2025/2/25,Expert,1,4,5,5,4,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
1776,Editors,"Prepare, rewrite and edit copy to improve readability, or supervise others who do this work.",c8385be6-8b37-45db-874a-acf2f6adf451,2025/2/25,Expert,1,3,5,5,4,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
21000,Editors,"Write text, such as stories, articles, editorials, or newsletters.",c8385be6-8b37-45db-874a-acf2f6adf451,2025/2/25,Expert,1,3,5,5,3,False,False,False,False,False,False,1,4,4,5,4,False,True,True,True,True,True,True,FALSE,
18866,Human Resources Specialists,"Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.",ea83e9e8-5793-4954-a8dd-ab914cdca9a2,2025/2/25,Expert,3,3,5,1,2,True,False,False,False,False,False,2,4,5,5,4,False,True,True,True,True,True,True,,
18860,Human Resources Specialists,"Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.",ea83e9e8-5793-4954-a8dd-ab914cdca9a2,2025/2/25,Expert,1,5,1,5,5,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
18865,Human Resources Specialists,"Perform searches for qualified job candidates, using sources such as computer databases, networking, Internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.",ea83e9e8-5793-4954-a8dd-ab914cdca9a2,2025/2/25,Novice,3,5,5,3,5,True,True,True,True,True,True,1,3,3,3,3,False,True,True,True,True,True,True,,
18855,Human Resources Specialists,Conduct reference or background checks on job applicants.,ea83e9e8-5793-4954-a8dd-ab914cdca9a2,2025/2/25,Expert,1,4,4,2,2,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
15612,Clinical Research Coordinators,"Schedule subjects for appointments, procedures, or inpatient stays as required by study protocols.",fc93fbed-4d87-4423-a8b1-7f1f397a260c,2025/2/25,Expert,1,1,1,1,2,False,False,False,False,False,False,1,5,4,3,3,False,True,True,True,False,True,False,FALSE,
15608,Clinical Research Coordinators,"Collaborate with investigators to prepare presentations or reports of clinical study procedures, results, and conclusions.",fc93fbed-4d87-4423-a8b1-7f1f397a260c,2025/2/25,Average,1,2,3,1,3,False,False,False,False,False,False,4,5,3,5,5,False,False,True,True,False,False,True,FALSE,
15583,Clinical Research Coordinators,"Review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.",fc93fbed-4d87-4423-a8b1-7f1f397a260c,2025/2/25,Average,1,2,4,1,4,False,False,False,False,False,False,2,5,3,5,5,False,False,True,True,False,True,False,FALSE,
20950,Computer Systems Analysts,Troubleshoot program and system malfunctions to restore normal functioning.,fa785f60-af5d-4322-94ee-6cd65d98e86c,2025/2/25,Average,3,4,5,3,4,False,False,False,False,False,True,3,3,4,4,3,False,False,True,False,True,True,False,,
3474,Computer Systems Analysts,"Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.",fa785f60-af5d-4322-94ee-6cd65d98e86c,2025/2/25,Novice,4,3,4,2,2,False,False,True,True,False,False,1,2,3,3,3,False,False,False,False,True,True,False,,
18859,Human Resources Specialists,Hire employees and process hiring-related paperwork.,fee9b44c-e58d-46e6-9e3d-95fffb0e4ee4,2025/2/25,Expert,4,2,2,4,2,True,False,False,False,False,False,1,4,4,4,4,False,True,True,True,False,False,False,,
18868,Human Resources Specialists,Review employment applications and job orders to match applicants with job requirements.,fee9b44c-e58d-46e6-9e3d-95fffb0e4ee4,2025/2/25,Expert,5,4,5,5,5,False,False,False,True,False,False,3,3,4,3,3,False,False,True,True,False,False,False,,
18860,Human Resources Specialists,"Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.",fee9b44c-e58d-46e6-9e3d-95fffb0e4ee4,2025/2/25,Average,5,2,3,3,5,False,True,True,False,False,False,3,3,3,4,2,False,False,False,False,False,False,False,,FALSE
18865,Human Resources Specialists,"Perform searches for qualified job candidates, using sources such as computer databases, networking, Internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.",fee9b44c-e58d-46e6-9e3d-95fffb0e4ee4,2025/2/25,Expert,4,3,4,3,4,False,True,True,False,False,False,4,4,4,4,3,False,False,True,False,True,False,False,,
21097,Human Resources Specialists,Administer employee benefit plans.,fee9b44c-e58d-46e6-9e3d-95fffb0e4ee4,2025/2/25,Expert,3,3,3,2,2,False,False,True,True,False,False,4,3,3,4,4,False,True,True,False,False,False,False,,
18855,Human Resources Specialists,Conduct reference or background checks on job applicants.,fee9b44c-e58d-46e6-9e3d-95fffb0e4ee4,2025/2/25,Average,2,2,2,2,2,False,False,False,False,False,False,2,2,2,2,4,False,False,False,True,True,False,False,FALSE,
14695,Web Developers,Perform or direct Web site updates.,71059c80-852d-41aa-aa58-15b026ad427d,2025/2/25,Average,3,2,2,1,2,True,False,False,False,False,True,1,4,2,3,3,False,True,False,True,True,False,False,,
14713,Web Developers,"Respond to user email inquiries, or set up automated systems to send responses.",71059c80-852d-41aa-aa58-15b026ad427d,2025/2/25,Expert,1,3,3,2,3,False,False,False,False,False,False,2,5,4,3,4,False,True,False,True,True,True,True,FALSE,
2591,Customer Service Representatives,"Recommend improvements in products, packaging, shipping, service, or billing methods and procedures to prevent future problems.",4d97d99c-03c8-4b2b-9f20-e7d82e100390,2025/2/25,Average,4,2,1,1,2,True,True,False,False,False,False,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
15988,Financial Quantitative Analysts,Produce written summary reports of financial research results.,2851696e-44cb-4e4b-882a-5440d77f2a59,2025/2/25,Average,4,3,4,4,3,True,False,False,False,False,False,2,4,3,4,3,True,True,False,False,False,False,False,,
21550,Appraisers and Assessors of Real Estate,"Prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.",c56835fe-059a-4712-af72-26ccfe6bf413,2025/2/26,Novice,5,4,4,2,1,True,False,True,False,True,False,1,2,2,3,1,False,False,False,False,False,False,False,,FALSE
21552,Appraisers and Assessors of Real Estate,Collect and analyze relevant data to identify real estate market trends.,c56835fe-059a-4712-af72-26ccfe6bf413,2025/2/26,Novice,5,3,3,2,2,True,False,False,True,True,False,1,1,2,3,1,False,False,False,False,False,False,False,,FALSE
15609,Clinical Research Coordinators,"Code, evaluate, or interpret collected study data.",72a40387-a6b7-4bf2-87cc-1df4b9e3b7f9,2025/2/26,Average,3,1,2,2,2,True,True,True,True,True,True,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
1283,Computer User Support Specialists,Enter commands and observe system functioning to verify correct operations and detect errors.,28bce7ef-a5a3-46b6-90be-6267ce1901ec,2025/2/20,Expert,2,2,4,3,3,False,False,False,False,False,False,1,2,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
21511,Accountants and Auditors,"Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",256e6bb6-d9a1-466e-8f65-fd6373f73f5d,2025/2/20,Novice,4,4,4,3,2,True,True,True,False,False,True,1,4,2,3,3,False,False,False,False,False,False,False,,FALSE
21519,Accountants and Auditors,"Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.",256e6bb6-d9a1-466e-8f65-fd6373f73f5d,2025/2/20,Average,1,2,4,4,4,False,False,False,False,False,False,1,1,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
21520,Accountants and Auditors,Report to management regarding the finances of establishment.,256e6bb6-d9a1-466e-8f65-fd6373f73f5d,2025/2/20,Average,1,1,4,4,4,False,False,False,False,False,False,1,1,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
5663,"Business Teachers, Postsecondary","Evaluate and grade students' class work, assignments, and papers.",ea9ba561-26d2-4b89-86f1-ec0989fd0134,2025/2/20,Expert,4,4,4,4,4,False,False,False,False,False,False,5,5,5,5,3,False,False,False,False,False,False,False,,FALSE
5666,"Business Teachers, Postsecondary","Maintain student attendance records, grades, and other required records.",ea9ba561-26d2-4b89-86f1-ec0989fd0134,2025/2/20,Expert,5,5,4,4,4,False,True,True,False,True,False,4,4,4,4,4,False,False,False,False,False,False,False,,FALSE
5664,"Business Teachers, Postsecondary","Compile, administer, and grade examinations, or assign this work to others.",ea9ba561-26d2-4b89-86f1-ec0989fd0134,2025/2/20,Expert,5,4,5,4,4,False,False,False,False,False,False,4,4,5,4,4,False,False,False,False,False,False,False,,FALSE
5669,"Business Teachers, Postsecondary",Maintain regularly scheduled office hours to advise and assist students.,ea9ba561-26d2-4b89-86f1-ec0989fd0134,2025/2/20,Expert,5,4,4,4,4,True,True,True,True,False,False,4,4,4,4,1,False,False,False,False,False,False,False,,FALSE
5673,"Business Teachers, Postsecondary",Collaborate with colleagues to address teaching and research issues.,ea9ba561-26d2-4b89-86f1-ec0989fd0134,2025/2/20,Expert,5,5,5,5,5,False,False,False,False,False,False,5,5,5,5,3,False,False,False,False,False,False,False,,FALSE
5671,"Business Teachers, Postsecondary",Advise students on academic and vocational curricula and career issues.,ea9ba561-26d2-4b89-86f1-ec0989fd0134,2025/2/20,Expert,5,5,5,5,5,False,False,False,False,False,False,5,5,5,5,4,False,False,False,False,False,False,False,,FALSE
985,Human Resources Managers,"Provide current and prospective employees with information about policies, job duties, working conditions, wages, opportunities for promotion, and employee benefits.",6cd6f65e-18e0-41d2-ad58-63e57fd45f36,2025/2/20,Expert,4,3,2,1,3,True,False,False,False,False,False,1,3,2,1,1,False,False,False,False,False,False,False,,FALSE
994,Human Resources Managers,Analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.,6cd6f65e-18e0-41d2-ad58-63e57fd45f36,2025/2/20,Average,1,2,2,4,2,False,False,False,False,False,False,2,1,1,1,4,False,False,False,False,False,False,False,FALSE,FALSE
1002,Human Resources Managers,"Develop, administer, and evaluate applicant tests.",6cd6f65e-18e0-41d2-ad58-63e57fd45f36,2025/2/20,Expert,4,2,1,3,2,False,False,False,False,False,False,2,2,1,2,3,False,False,False,False,False,False,False,,FALSE
1022,Purchasing Managers,Prepare and process requisitions and purchase orders for supplies and equipment.,ef6f41e9-baa1-425b-aa9b-b041d50c0f27,2025/2/20,Novice,3,2,4,1,4,False,False,False,False,False,True,3,4,3,3,4,False,False,False,False,False,False,False,,FALSE
1026,Purchasing Managers,Analyze market and delivery systems to assess present and future material availability.,ef6f41e9-baa1-425b-aa9b-b041d50c0f27,2025/2/20,Novice,3,3,4,4,4,False,False,False,False,False,True,4,4,4,4,5,False,False,False,False,False,False,False,,FALSE
18859,Human Resources Specialists,Hire employees and process hiring-related paperwork.,63a79472-fce4-46e5-b9e3-7ae7a07de322,2025/2/20,Expert,3,3,4,4,4,True,False,False,False,False,False,2,4,4,4,3,False,False,False,False,False,False,False,,FALSE
18866,Human Resources Specialists,"Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.",63a79472-fce4-46e5-b9e3-7ae7a07de322,2025/2/20,Expert,2,3,3,4,3,False,False,False,False,False,False,3,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
18868,Human Resources Specialists,Review employment applications and job orders to match applicants with job requirements.,63a79472-fce4-46e5-b9e3-7ae7a07de322,2025/2/20,Expert,2,3,4,3,4,False,False,False,False,False,False,3,4,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
18860,Human Resources Specialists,"Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.",63a79472-fce4-46e5-b9e3-7ae7a07de322,2025/2/20,Expert,3,2,3,2,3,True,False,False,False,False,False,3,3,3,3,3,False,False,False,False,False,False,False,,FALSE
18857,Human Resources Specialists,Contact job applicants to inform them of the status of their applications.,63a79472-fce4-46e5-b9e3-7ae7a07de322,2025/2/20,Expert,4,2,3,4,2,True,False,False,False,False,False,2,2,3,2,2,False,False,False,False,False,False,False,,FALSE
18865,Human Resources Specialists,"Perform searches for qualified job candidates, using sources such as computer databases, networking, Internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.",63a79472-fce4-46e5-b9e3-7ae7a07de322,2025/2/20,Expert,2,2,3,2,3,False,False,False,False,False,False,2,4,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
18853,Human Resources Specialists,Analyze employment-related data and prepare required reports.,63a79472-fce4-46e5-b9e3-7ae7a07de322,2025/2/20,Expert,4,1,2,1,1,False,False,False,False,False,True,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
21097,Human Resources Specialists,Administer employee benefit plans.,63a79472-fce4-46e5-b9e3-7ae7a07de322,2025/2/20,Expert,2,1,3,1,2,False,False,False,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
18869,Human Resources Specialists,"Schedule or administer skill, intelligence, psychological, or drug tests for current or prospective employees.",63a79472-fce4-46e5-b9e3-7ae7a07de322,2025/2/20,Expert,4,1,1,1,1,True,False,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,,FALSE
18855,Human Resources Specialists,Conduct reference or background checks on job applicants.,63a79472-fce4-46e5-b9e3-7ae7a07de322,2025/2/20,Expert,1,1,3,1,2,False,False,False,False,False,False,2,3,2,2,3,False,False,False,False,False,False,False,FALSE,FALSE
21511,Accountants and Auditors,"Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",0aa0df8b-7c27-41e4-93d2-43abf2b8e834,2025/2/20,Novice,2,2,1,2,1,False,False,False,False,False,False,1,1,1,3,3,False,False,False,False,False,False,False,FALSE,FALSE
21515,Accountants and Auditors,Prepare adjusting journal entries.,0aa0df8b-7c27-41e4-93d2-43abf2b8e834,2025/2/20,Average,2,2,2,3,2,False,False,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
5663,"Business Teachers, Postsecondary","Evaluate and grade students' class work, assignments, and papers.",e2398fa5-70af-4187-bb25-e4d944beb009,2025/2/20,Average,3,2,4,4,2,True,False,True,False,False,True,2,3,3,3,4,False,False,False,False,False,False,False,,FALSE
5666,"Business Teachers, Postsecondary","Maintain student attendance records, grades, and other required records.",e2398fa5-70af-4187-bb25-e4d944beb009,2025/2/20,Average,3,3,4,4,4,True,False,False,False,False,True,3,4,3,3,3,False,False,False,False,False,False,False,,FALSE
5664,"Business Teachers, Postsecondary","Compile, administer, and grade examinations, or assign this work to others.",e2398fa5-70af-4187-bb25-e4d944beb009,2025/2/20,Average,3,3,4,3,2,True,False,False,False,False,True,3,3,3,3,3,False,False,False,False,False,False,False,,FALSE
5669,"Business Teachers, Postsecondary",Maintain regularly scheduled office hours to advise and assist students.,e2398fa5-70af-4187-bb25-e4d944beb009,2025/2/20,Average,4,4,4,3,3,True,False,True,False,False,True,4,3,3,3,3,False,False,False,False,False,False,False,,FALSE
5673,"Business Teachers, Postsecondary",Collaborate with colleagues to address teaching and research issues.,e2398fa5-70af-4187-bb25-e4d944beb009,2025/2/20,Average,3,3,4,4,3,True,False,True,False,False,True,4,4,4,3,3,False,False,False,False,False,False,False,,FALSE
5314,Information Security Analysts,"Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.",b386f3af-086c-4ea8-9d52-c99494162f0e,2025/2/20,Expert,2,3,3,1,5,False,False,False,False,False,False,5,2,2,5,2,False,False,False,False,False,False,False,FALSE,FALSE
5317,Information Security Analysts,"Modify computer security files to incorporate new software, correct errors, or change individual access status.",b386f3af-086c-4ea8-9d52-c99494162f0e,2025/2/20,Expert,2,3,3,1,5,False,False,False,False,False,False,3,2,4,5,2,False,False,False,False,False,False,False,FALSE,FALSE
5319,Information Security Analysts,Monitor use of data files and regulate access to safeguard information in computer files.,b386f3af-086c-4ea8-9d52-c99494162f0e,2025/2/20,Expert,2,4,3,1,5,False,False,False,False,False,False,2,1,3,5,2,False,False,False,False,False,False,False,FALSE,FALSE
972,Computer and Information Systems Managers,Review and approve all systems charts and programs prior to their implementation.,f8050db7-6869-4cb3-8c3d-3ef5189ba8fc,2025/2/20,Average,3,3,3,4,4,False,True,True,False,False,False,1,3,4,4,2,False,False,False,False,False,False,False,,FALSE
970,Computer and Information Systems Managers,Stay abreast of advances in technology.,efb4d600-bd0c-4f02-9042-49524da88bd2,2025/2/20,Average,3,2,3,2,3,True,True,False,False,False,False,1,4,4,4,3,False,False,False,False,False,False,False,,FALSE
994,Human Resources Managers,Analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.,3a9eb105-f7a4-475b-b3c6-ff44ff1560d0,2025/2/20,Average,2,3,3,2,3,False,False,False,False,False,False,2,4,1,3,3,False,False,False,False,False,False,False,FALSE,FALSE
1002,Human Resources Managers,"Develop, administer, and evaluate applicant tests.",3a9eb105-f7a4-475b-b3c6-ff44ff1560d0,2025/2/20,Average,1,3,2,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
14694,Web Developers,"Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",71059c80-852d-41aa-aa58-15b026ad427d,2025/2/25,Average,2,2,2,1,3,False,False,False,False,False,False,4,4,2,3,3,False,True,False,True,True,False,False,FALSE,
14719,Web Developers,Recommend and implement performance improvements.,71059c80-852d-41aa-aa58-15b026ad427d,2025/2/25,Average,3,1,2,1,2,True,True,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
2813,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Operate electronic mail systems and coordinate the flow of information, internally or with other organizations.",8efdeff5-0d9b-4628-baea-84d6685985a0,2025/2/25,Expert,3,3,3,2,2,True,True,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
2800,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Maintain scheduling and event calendars.,8efdeff5-0d9b-4628-baea-84d6685985a0,2025/2/25,Expert,2,2,2,3,3,False,False,False,False,False,False,2,4,4,3,3,False,True,False,True,True,True,False,FALSE,
2795,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Complete forms in accordance with company procedures.,8efdeff5-0d9b-4628-baea-84d6685985a0,2025/2/25,Expert,4,1,3,1,1,True,True,False,False,False,False,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
2794,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Open, read, route, and distribute incoming mail or other materials and answer routine letters.",8efdeff5-0d9b-4628-baea-84d6685985a0,2025/2/25,Expert,4,1,2,2,1,False,True,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
20285,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Perform payroll functions, such as maintaining timekeeping information and processing and submitting payroll.",8efdeff5-0d9b-4628-baea-84d6685985a0,2025/2/25,Average,3,3,3,3,2,False,False,True,False,False,False,1,3,3,2,2,False,False,False,False,False,False,False,,FALSE
22623,"News Analysts, Reporters, and Journalists","Write commentaries, columns, or scripts, using computers.",874b85b3-7401-4d1d-8da3-9df0006606b2,2025/2/25,Average,4,2,2,1,3,True,True,True,False,False,False,2,2,2,2,3,False,True,True,True,False,False,True,,
22628,"News Analysts, Reporters, and Journalists",Research a story's background information to provide complete and accurate information.,874b85b3-7401-4d1d-8da3-9df0006606b2,2025/2/25,Expert,3,3,3,3,3,False,False,False,False,False,False,3,5,3,5,5,False,True,True,True,True,True,True,,
22635,"News Analysts, Reporters, and Journalists",Revise work to meet editorial approval or to fit time or space requirements.,874b85b3-7401-4d1d-8da3-9df0006606b2,2025/2/25,Average,5,3,3,1,2,True,True,True,True,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
22642,"News Analysts, Reporters, and Journalists","Check reference materials, such as books, news files, or public records, to obtain relevant facts.",874b85b3-7401-4d1d-8da3-9df0006606b2,2025/2/25,Average,5,2,2,2,2,True,True,True,False,False,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
1021,Purchasing Managers,"Locate vendors of materials, equipment or supplies, and interview them to determine product availability and terms of sales.",fbc26a03-1f0e-4fd6-ae47-60df302268ef,2025/2/25,Expert,3,3,5,2,4,True,True,True,False,False,False,1,4,3,5,4,False,False,True,True,True,True,False,,
1022,Purchasing Managers,Prepare and process requisitions and purchase orders for supplies and equipment.,fbc26a03-1f0e-4fd6-ae47-60df302268ef,2025/2/25,Expert,4,4,5,1,2,True,False,False,False,False,True,1,4,2,5,4,False,False,True,False,True,True,False,,
1031,Purchasing Managers,"Review, evaluate, and approve specifications for issuing and awarding bids.",fbc26a03-1f0e-4fd6-ae47-60df302268ef,2025/2/25,Expert,4,3,5,1,2,True,True,True,False,False,True,3,2,3,5,3,False,False,False,True,True,True,False,,
1035,Purchasing Managers,Administer online purchasing systems.,fbc26a03-1f0e-4fd6-ae47-60df302268ef,2025/2/25,Expert,4,3,5,1,3,True,True,False,False,False,True,1,2,2,5,3,False,False,True,False,True,True,False,,
1026,Purchasing Managers,Analyze market and delivery systems to assess present and future material availability.,fbc26a03-1f0e-4fd6-ae47-60df302268ef,2025/2/25,Expert,3,3,4,3,3,True,False,True,False,True,True,1,2,4,5,4,True,False,True,True,False,False,False,,
20281,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Create, maintain, and enter information into databases.",da0968d8-583b-4ea2-9549-aaecd956dadc,2025/2/25,Average,2,2,2,3,3,False,False,False,False,False,False,4,4,1,3,4,False,True,True,True,True,True,True,FALSE,
2813,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Operate electronic mail systems and coordinate the flow of information, internally or with other organizations.",da0968d8-583b-4ea2-9549-aaecd956dadc,2025/2/25,Average,2,3,3,3,3,False,False,False,False,False,False,2,4,4,4,4,False,False,False,True,True,True,False,FALSE,
20284,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.",da0968d8-583b-4ea2-9549-aaecd956dadc,2025/2/25,Average,1,4,4,4,3,False,False,False,False,False,False,3,4,4,4,5,False,True,True,True,True,True,True,FALSE,
2793,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Locate and attach appropriate files to incoming correspondence requiring replies.,da0968d8-583b-4ea2-9549-aaecd956dadc,2025/2/25,Expert,2,2,2,2,2,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
2794,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Open, read, route, and distribute incoming mail or other materials and answer routine letters.",da0968d8-583b-4ea2-9549-aaecd956dadc,2025/2/25,Expert,2,2,2,2,2,False,False,False,False,False,False,1,3,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
2797,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Review work done by others to check for correct spelling and grammar, ensure that company format policies are followed, and recommend revisions.",da0968d8-583b-4ea2-9549-aaecd956dadc,2025/2/25,Expert,1,2,2,2,3,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15461,Biofuels Production Managers,"Adjust temperature, pressure, vacuum, level, flow rate, or transfer of biofuels to maintain processes at required levels.",7a69d7f3-2625-468b-9ca8-8c23bbe7d4ee,2025/2/25,Expert,4,4,4,4,3,True,False,True,False,False,False,3,3,3,3,4,False,False,False,False,True,True,True,,
15459,Biofuels Production Managers,"Conduct cost, material, and efficiency studies for biofuels production plants or operations.",7a69d7f3-2625-468b-9ca8-8c23bbe7d4ee,2025/2/25,Expert,4,4,4,4,4,True,False,True,False,False,False,4,3,4,4,4,False,False,False,False,False,True,True,,
5316,Information Security Analysts,Monitor current reports of computer viruses to determine when to update virus protection systems.,b386f3af-086c-4ea8-9d52-c99494162f0e,2025/2/20,Expert,2,3,3,1,5,False,False,False,False,False,False,2,2,2,5,2,False,False,False,False,False,False,False,FALSE,FALSE
5322,Information Security Analysts,"Document computer security and emergency measures policies, procedures, and tests.",b386f3af-086c-4ea8-9d52-c99494162f0e,2025/2/20,Expert,2,3,4,1,5,False,False,False,False,False,False,5,1,4,5,2,False,False,False,False,False,False,False,FALSE,FALSE
980,Computer and Information Systems Managers,Prepare and review operational reports or project progress reports.,f8050db7-6869-4cb3-8c3d-3ef5189ba8fc,2025/2/20,Average,5,2,2,4,4,True,True,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
980,Computer and Information Systems Managers,Prepare and review operational reports or project progress reports.,efb4d600-bd0c-4f02-9042-49524da88bd2,2025/2/20,Expert,3,2,3,3,3,False,False,False,False,False,True,4,3,2,3,2,False,False,False,False,False,False,False,,FALSE
993,Human Resources Managers,"Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.",3a9eb105-f7a4-475b-b3c6-ff44ff1560d0,2025/2/20,Average,3,3,2,1,3,True,False,False,False,False,False,4,3,2,2,3,False,False,False,False,False,False,False,,FALSE
15983,Financial Quantitative Analysts,Provide application or analytical support to researchers or traders on issues such as valuations or data.,1c71c6c5-0b78-47df-a390-1e6de8fc57fc,2025/2/20,Average,3,2,2,1,2,False,True,False,True,False,False,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
15997,Financial Quantitative Analysts,"Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.",1c71c6c5-0b78-47df-a390-1e6de8fc57fc,2025/2/20,Expert,3,3,4,1,3,False,False,False,False,True,False,1,2,3,4,3,False,False,False,False,False,False,False,,FALSE
15988,Financial Quantitative Analysts,Produce written summary reports of financial research results.,1c71c6c5-0b78-47df-a390-1e6de8fc57fc,2025/2/20,Expert,4,4,4,1,2,False,False,False,False,True,False,1,3,2,3,4,False,False,False,False,False,False,False,,FALSE
1020,Purchasing Managers,Maintain records of goods ordered and received.,a965216e-6efa-4009-be1a-dccb2d5f554b,2025/2/20,Average,1,1,2,5,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
21917,Architectural and Civil Drafters,"Produce drawings, using computer-assisted drafting systems (CAD) or drafting machines, or by hand, using compasses, dividers, protractors, triangles, and other drafting devices.",294a33c9-e86e-4360-a2dd-a06f06be1b26,2025/2/20,Average,2,4,4,1,2,False,False,False,False,False,False,1,2,2,4,4,False,False,False,False,False,False,False,FALSE,FALSE
21921,Architectural and Civil Drafters,"Draw maps, diagrams, and profiles, using cross-sections and surveys, to represent elevations, topographical contours, subsurface formations, and structures.",294a33c9-e86e-4360-a2dd-a06f06be1b26,2025/2/20,Average,2,2,2,1,1,False,False,False,False,False,False,2,3,2,3,3,False,False,False,False,False,False,False,FALSE,FALSE
21922,Architectural and Civil Drafters,"Lay out and plan interior room arrangements for commercial buildings, using computer-assisted drafting (CAD) equipment and software.",294a33c9-e86e-4360-a2dd-a06f06be1b26,2025/2/20,Expert,2,4,4,1,1,False,False,False,False,False,False,3,2,3,3,4,False,False,False,False,False,False,False,FALSE,FALSE
21928,Architectural and Civil Drafters,Check dimensions of materials to be used and assign numbers to lists of materials.,294a33c9-e86e-4360-a2dd-a06f06be1b26,2025/2/20,Average,3,1,1,1,1,True,True,False,False,False,False,2,1,2,1,2,False,False,False,False,False,False,False,,FALSE
21937,Architectural and Civil Drafters,Prepare colored drawings of landscape and interior designs for presentation to client.,294a33c9-e86e-4360-a2dd-a06f06be1b26,2025/2/20,Expert,2,4,3,1,3,False,False,False,False,False,False,2,2,1,4,4,False,False,False,False,False,False,False,FALSE,FALSE
14694,Web Developers,"Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",b331ade6-755a-48f5-8b2d-6d18497f6c18,2025/2/20,Expert,3,4,4,2,2,True,False,True,True,False,False,3,3,3,3,5,False,False,False,False,False,False,False,,FALSE
14698,Web Developers,Back up files from Web sites to local directories for instant recovery in case of problems.,b331ade6-755a-48f5-8b2d-6d18497f6c18,2025/2/20,Average,3,2,3,3,3,False,True,True,True,False,False,2,2,2,2,4,False,False,False,False,False,False,False,,FALSE
14700,Web Developers,"Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.",b331ade6-755a-48f5-8b2d-6d18497f6c18,2025/2/20,Average,3,3,3,3,3,True,True,True,False,False,False,3,3,2,3,3,False,False,False,False,False,False,False,,FALSE
14710,Web Developers,"Perform Web site tests according to planned schedules, or after any Web site or product revision.",b331ade6-755a-48f5-8b2d-6d18497f6c18,2025/2/20,Average,3,2,3,3,3,False,False,False,False,False,False,3,3,3,3,4,False,False,False,False,False,False,False,,FALSE
14695,Web Developers,Perform or direct Web site updates.,b331ade6-755a-48f5-8b2d-6d18497f6c18,2025/2/20,Average,3,3,3,4,4,False,False,True,False,True,True,3,3,3,3,3,False,False,False,False,False,False,False,,FALSE
14713,Web Developers,"Respond to user email inquiries, or set up automated systems to send responses.",b331ade6-755a-48f5-8b2d-6d18497f6c18,2025/2/20,Expert,5,1,4,5,2,True,True,False,False,False,False,4,4,3,1,4,False,False,False,False,False,False,False,,FALSE
14708,Web Developers,Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.,b331ade6-755a-48f5-8b2d-6d18497f6c18,2025/2/20,Average,3,3,2,2,2,False,False,False,False,False,True,3,3,3,3,3,False,False,False,False,False,False,False,,FALSE
14717,Web Developers,Establish appropriate server directory trees.,b331ade6-755a-48f5-8b2d-6d18497f6c18,2025/2/20,Average,3,2,3,3,3,False,False,False,True,True,True,3,3,3,2,3,False,False,False,False,False,False,False,,FALSE
14719,Web Developers,Recommend and implement performance improvements.,b331ade6-755a-48f5-8b2d-6d18497f6c18,2025/2/20,Average,2,3,3,3,3,False,False,False,False,False,False,2,3,2,2,3,False,False,False,False,False,False,False,FALSE,FALSE
14714,Web Developers,Develop or implement procedures for ongoing Web site revision.,b331ade6-755a-48f5-8b2d-6d18497f6c18,2025/2/20,Average,2,2,2,2,3,False,False,False,False,False,False,2,2,3,2,3,False,False,False,False,False,False,False,FALSE,FALSE
3465,Computer Systems Analysts,"Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",3f2a5f20-54a5-4388-8568-e33cbf2fb737,2025/2/20,Average,2,2,1,2,3,False,False,False,False,False,False,2,4,1,4,3,False,False,False,False,False,False,False,FALSE,FALSE
20950,Computer Systems Analysts,Troubleshoot program and system malfunctions to restore normal functioning.,3f2a5f20-54a5-4388-8568-e33cbf2fb737,2025/2/20,Expert,2,3,3,2,3,False,False,False,False,False,False,1,2,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
3470,Computer Systems Analysts,Expand or modify system to serve new purposes or improve work flow.,3f2a5f20-54a5-4388-8568-e33cbf2fb737,2025/2/20,Expert,2,3,4,2,3,False,False,False,False,False,False,1,2,4,3,2,False,False,False,False,False,False,False,FALSE,FALSE
3482,Computer Systems Analysts,"Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",3f2a5f20-54a5-4388-8568-e33cbf2fb737,2025/2/20,Average,2,2,2,2,3,False,False,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
3466,Computer Systems Analysts,"Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.",3f2a5f20-54a5-4388-8568-e33cbf2fb737,2025/2/20,Expert,2,3,3,2,3,False,False,False,False,False,False,2,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
3480,Computer Systems Analysts,"Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.",3f2a5f20-54a5-4388-8568-e33cbf2fb737,2025/2/20,Expert,2,2,3,2,3,False,False,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
3474,Computer Systems Analysts,"Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.",3f2a5f20-54a5-4388-8568-e33cbf2fb737,2025/2/20,Expert,2,2,3,2,3,False,False,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
970,Computer and Information Systems Managers,Stay abreast of advances in technology.,d17e7c1a-c119-4923-b0da-ffd56663a382,2025/2/20,Average,2,2,4,3,4,False,False,False,False,False,False,2,3,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
972,Computer and Information Systems Managers,Review and approve all systems charts and programs prior to their implementation.,d17e7c1a-c119-4923-b0da-ffd56663a382,2025/2/20,Average,2,3,4,3,4,False,False,False,False,False,False,2,3,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
979,Computer and Information Systems Managers,Evaluate data processing proposals to assess project feasibility and requirements.,d17e7c1a-c119-4923-b0da-ffd56663a382,2025/2/20,Average,2,2,4,3,4,False,False,False,False,False,False,2,4,3,4,3,False,False,False,False,False,False,False,FALSE,FALSE
21511,Accountants and Auditors,"Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",22cf95b5-8bcc-49bb-a1e9-16955f98272e,2025/2/20,Novice,5,1,2,4,1,True,True,True,True,True,True,5,4,2,2,2,False,False,False,False,False,False,False,,FALSE
994,Human Resources Managers,Analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.,51da891e-c2ff-4d64-8369-f08d9ea2ec91,2025/2/20,Average,2,2,1,1,2,False,False,False,False,False,False,2,1,2,1,4,False,False,False,False,False,False,False,FALSE,FALSE
1002,Human Resources Managers,"Develop, administer, and evaluate applicant tests.",51da891e-c2ff-4d64-8369-f08d9ea2ec91,2025/2/20,Average,3,3,2,2,2,True,True,True,False,False,False,2,2,1,2,3,False,False,False,False,False,False,False,,FALSE
1020,Purchasing Managers,Maintain records of goods ordered and received.,1012a75d-570d-4422-8c27-f0d83d4bae3e,2025/2/25,Expert,1,2,5,5,4,False,False,False,False,False,False,1,5,5,5,1,False,False,False,False,False,False,False,FALSE,FALSE
20282,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Set up and manage paper or electronic filing systems, recording information, updating paperwork, or maintaining documents, such as attendance records, correspondence, or other material.",8efdeff5-0d9b-4628-baea-84d6685985a0,2025/2/25,Expert,5,2,4,2,1,True,True,True,True,False,False,3,3,2,4,2,False,False,False,False,False,False,False,,FALSE
20284,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.",8efdeff5-0d9b-4628-baea-84d6685985a0,2025/2/25,Expert,4,2,2,2,1,True,True,False,False,False,True,2,2,2,3,3,False,True,False,False,True,True,False,,
2805,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Conduct searches to find needed information, using such sources as the Internet.",8efdeff5-0d9b-4628-baea-84d6685985a0,2025/2/25,Expert,3,3,2,2,3,True,False,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
2797,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Review work done by others to check for correct spelling and grammar, ensure that company format policies are followed, and recommend revisions.",8efdeff5-0d9b-4628-baea-84d6685985a0,2025/2/25,Average,3,2,2,1,2,False,False,True,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
2809,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Establish work procedures or schedules and keep track of the daily work of clerical staff.,8efdeff5-0d9b-4628-baea-84d6685985a0,2025/2/25,Expert,2,3,3,3,3,False,False,False,False,False,False,2,4,3,3,3,False,True,False,True,True,True,True,FALSE,
22626,"News Analysts, Reporters, and Journalists",Analyze and interpret news and information received from various sources to broadcast the information.,874b85b3-7401-4d1d-8da3-9df0006606b2,2025/2/25,Average,2,1,2,2,2,False,False,False,False,False,False,3,5,4,5,5,False,True,False,True,False,True,True,FALSE,
22631,"News Analysts, Reporters, and Journalists","Select material most pertinent to presentation, and organize this material into appropriate formats.",874b85b3-7401-4d1d-8da3-9df0006606b2,2025/2/25,Average,5,3,3,1,3,True,True,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
22636,"News Analysts, Reporters, and Journalists",Review and evaluate notes taken about news events to isolate pertinent facts and details.,874b85b3-7401-4d1d-8da3-9df0006606b2,2025/2/25,Average,2,2,2,2,2,False,False,False,False,False,False,1,1,4,2,3,False,False,False,False,True,True,True,FALSE,
22638,"News Analysts, Reporters, and Journalists","Review written, audio, or video copy, and correct errors in content, grammar, or punctuation, following prescribed editorial style and formatting guidelines.",874b85b3-7401-4d1d-8da3-9df0006606b2,2025/2/25,Average,5,2,2,2,1,True,True,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
22648,"News Analysts, Reporters, and Journalists","Develop ideas or material for columns or commentaries by analyzing and interpreting news, current issues, or personal experiences.",874b85b3-7401-4d1d-8da3-9df0006606b2,2025/2/25,Expert,5,3,3,1,3,True,False,True,False,False,True,1,2,1,3,3,False,True,False,False,True,True,True,,
1033,Purchasing Managers,Prepare bid awards requiring board approval.,fbc26a03-1f0e-4fd6-ae47-60df302268ef,2025/2/25,Novice,4,2,5,1,3,True,True,True,True,False,True,1,4,4,5,4,False,True,True,True,True,True,True,,
1025,Purchasing Managers,Review purchase order claims and contracts for conformance to company policy.,fbc26a03-1f0e-4fd6-ae47-60df302268ef,2025/2/25,Expert,4,3,5,1,3,True,True,True,False,False,True,1,3,3,5,4,False,False,True,False,True,True,False,,
1020,Purchasing Managers,Maintain records of goods ordered and received.,fbc26a03-1f0e-4fd6-ae47-60df302268ef,2025/2/25,Expert,5,4,5,1,2,True,True,True,False,False,True,1,2,2,4,3,False,False,True,False,True,False,False,,
15988,Financial Quantitative Analysts,Produce written summary reports of financial research results.,79570b01-f97c-427b-bc44-71627a59cd76,2025/2/25,Expert,4,2,4,2,3,True,False,False,False,False,False,1,4,2,4,3,False,False,True,True,True,False,False,,
20282,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Set up and manage paper or electronic filing systems, recording information, updating paperwork, or maintaining documents, such as attendance records, correspondence, or other material.",da0968d8-583b-4ea2-9549-aaecd956dadc,2025/2/25,Expert,2,2,2,2,2,False,False,False,False,False,False,3,1,3,3,3,False,False,False,False,True,False,True,FALSE,
2800,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Maintain scheduling and event calendars.,da0968d8-583b-4ea2-9549-aaecd956dadc,2025/2/25,Expert,3,2,2,1,2,False,True,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
2795,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Complete forms in accordance with company procedures.,da0968d8-583b-4ea2-9549-aaecd956dadc,2025/2/25,Expert,2,2,4,3,3,False,False,False,False,False,False,2,2,2,2,3,False,False,True,False,True,False,True,FALSE,
2805,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Conduct searches to find needed information, using such sources as the Internet.",da0968d8-583b-4ea2-9549-aaecd956dadc,2025/2/25,Average,2,2,3,2,3,False,False,False,False,False,False,3,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15460,Biofuels Production Managers,"Approve proposals for the acquisition, replacement, or repair of biofuels processing equipment or the implementation of new production processes.",7a69d7f3-2625-468b-9ca8-8c23bbe7d4ee,2025/2/25,Expert,4,4,4,4,4,True,False,True,False,False,False,4,4,4,4,4,True,True,True,False,False,False,False,,
15457,Biofuels Production Managers,Prepare and manage biofuels plant or unit budgets.,7a69d7f3-2625-468b-9ca8-8c23bbe7d4ee,2025/2/25,Expert,4,3,3,3,4,True,False,True,False,False,False,4,4,4,4,4,False,False,True,True,False,False,False,,
3470,Computer Systems Analysts,Expand or modify system to serve new purposes or improve work flow.,6b6f9272-a6bc-4b0c-9e0e-b68d82abac39,2025/2/25,Expert,3,4,3,3,4,True,False,True,True,False,False,3,3,3,4,4,True,False,True,False,True,False,False,,
3466,Computer Systems Analysts,"Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.",6b6f9272-a6bc-4b0c-9e0e-b68d82abac39,2025/2/25,Expert,4,4,4,4,4,True,False,True,False,True,False,4,4,4,4,4,False,True,False,True,False,True,False,,
3474,Computer Systems Analysts,"Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.",6b6f9272-a6bc-4b0c-9e0e-b68d82abac39,2025/2/25,Average,4,4,4,4,4,True,False,True,True,False,False,4,4,4,4,4,False,True,True,False,False,True,False,,
15460,Biofuels Production Managers,"Approve proposals for the acquisition, replacement, or repair of biofuels processing equipment or the implementation of new production processes.",a02e4a11-6fe8-4487-a59f-1b30849a537c,2025/2/25,Novice,4,1,3,2,2,True,False,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
3586,Petroleum Engineers,Maintain records of drilling and production operations.,f5705ff0-efc2-45b2-8f95-9190820f4b08,2025/2/25,Novice,4,3,3,1,2,True,False,True,False,False,True,3,5,2,5,4,False,True,True,True,True,False,False,,
21519,Accountants and Auditors,"Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.",22cf95b5-8bcc-49bb-a1e9-16955f98272e,2025/2/20,Expert,3,2,3,4,3,True,False,False,False,False,False,4,3,2,5,3,False,False,False,False,False,False,False,,FALSE
982,Human Resources Managers,"Administer compensation, benefits, and performance management systems, and safety and recreation programs.",51da891e-c2ff-4d64-8369-f08d9ea2ec91,2025/2/20,Average,5,2,1,1,2,True,True,True,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
993,Human Resources Managers,"Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.",51da891e-c2ff-4d64-8369-f08d9ea2ec91,2025/2/20,Expert,1,3,2,3,2,False,False,False,False,False,False,2,1,2,1,4,False,False,False,False,False,False,False,FALSE,FALSE
3966,Technical Writers,"Organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.",a34a0b3a-91b1-4330-a33b-883c783e6288,2025/2/20,Average,5,3,4,2,4,True,False,False,False,False,True,2,1,1,1,4,False,False,False,False,False,False,False,,FALSE
3967,Technical Writers,Maintain records and files of work and revisions.,a34a0b3a-91b1-4330-a33b-883c783e6288,2025/2/20,Average,2,4,4,2,2,False,False,False,False,False,False,2,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
3968,Technical Writers,"Edit, standardize, or make changes to material prepared by other writers or establishment personnel.",a34a0b3a-91b1-4330-a33b-883c783e6288,2025/2/20,Expert,2,4,4,4,2,False,False,False,False,False,False,2,2,2,3,3,False,False,False,False,False,False,False,FALSE,FALSE
20243,Technical Writers,Develop or maintain online help documentation.,a34a0b3a-91b1-4330-a33b-883c783e6288,2025/2/20,Expert,2,4,5,4,3,False,False,False,False,False,False,2,2,4,5,4,False,False,False,False,False,False,False,FALSE,FALSE
3975,Technical Writers,"Arrange for typing, duplication, and distribution of material.",a34a0b3a-91b1-4330-a33b-883c783e6288,2025/2/20,Average,4,4,3,3,4,True,False,False,False,False,False,2,2,3,2,4,False,False,False,False,False,False,False,,FALSE
3977,Technical Writers,Analyze developments in specific field to determine need for revisions in previously published materials and development of new material.,a34a0b3a-91b1-4330-a33b-883c783e6288,2025/2/20,Average,2,4,5,4,5,False,False,False,False,False,False,2,2,2,2,3,False,False,False,False,False,False,False,FALSE,FALSE
3970,Technical Writers,"Review published materials and recommend revisions or changes in scope, format, content, and methods of reproduction and binding.",a34a0b3a-91b1-4330-a33b-883c783e6288,2025/2/20,Expert,2,4,5,4,3,False,False,False,False,False,False,2,2,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
20280,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Use computers for various applications, such as database management or word processing.",b4713f13-d6d8-4b39-9239-7568bb3ce8a2,2025/2/20,Average,1,1,5,1,4,False,False,False,False,False,False,2,1,3,1,5,False,False,False,False,False,False,False,FALSE,FALSE
2801,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Schedule and confirm appointments for clients, customers, or supervisors.",b4713f13-d6d8-4b39-9239-7568bb3ce8a2,2025/2/20,Expert,1,2,5,1,5,False,False,False,False,False,False,3,2,1,1,4,False,False,False,False,False,False,False,FALSE,FALSE
2800,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Maintain scheduling and event calendars.,b4713f13-d6d8-4b39-9239-7568bb3ce8a2,2025/2/20,Expert,2,3,5,1,5,False,False,False,False,False,False,1,5,5,5,5,False,False,False,False,False,False,False,FALSE,FALSE
3906,Media Technical Directors/Managers,Collaborate with promotions directors to produce on-air station promotions.,88fc9027-052b-4e37-ad14-d715a2142932,2025/2/20,Novice,3,2,2,5,4,False,True,False,False,False,True,1,4,2,3,3,False,False,False,False,False,False,False,,FALSE
3894,Media Technical Directors/Managers,"Direct technical aspects of newscasts and other productions, checking and switching between video sources and taking responsibility for the on-air product, including camera shots and graphics.",88fc9027-052b-4e37-ad14-d715a2142932,2025/2/20,Average,3,4,4,4,4,True,False,False,True,False,False,2,3,2,3,4,False,False,False,False,False,False,False,,FALSE
3474,Computer Systems Analysts,"Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.",692898ca-ca4e-4871-ba56-d44f7f9def30,2025/2/20,Novice,2,1,2,2,2,False,False,False,False,False,False,2,2,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
14707,Web Developers,Write supporting code for Web applications or Web sites.,cf13dc04-7e26-4024-8969-6e8a2c056763,2025/2/20,Average,3,3,4,3,1,True,False,True,False,False,False,3,3,3,4,4,False,False,False,False,False,False,False,,FALSE
14698,Web Developers,Back up files from Web sites to local directories for instant recovery in case of problems.,cf13dc04-7e26-4024-8969-6e8a2c056763,2025/2/20,Average,5,2,1,4,1,True,True,False,True,True,True,2,3,4,3,1,False,False,False,False,False,False,False,,FALSE
14700,Web Developers,"Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.",cf13dc04-7e26-4024-8969-6e8a2c056763,2025/2/20,Expert,1,4,4,1,3,False,False,False,False,False,False,3,4,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
14710,Web Developers,"Perform Web site tests according to planned schedules, or after any Web site or product revision.",cf13dc04-7e26-4024-8969-6e8a2c056763,2025/2/20,Expert,2,2,4,1,2,False,False,False,False,False,False,1,2,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
14708,Web Developers,Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.,cf13dc04-7e26-4024-8969-6e8a2c056763,2025/2/20,Novice,4,2,4,3,2,True,False,True,True,False,False,1,3,3,3,4,False,False,False,False,False,False,False,,FALSE
14719,Web Developers,Recommend and implement performance improvements.,cf13dc04-7e26-4024-8969-6e8a2c056763,2025/2/20,Expert,3,4,3,1,1,True,False,True,True,False,True,1,3,1,3,3,False,False,False,False,False,False,False,,FALSE
14714,Web Developers,Develop or implement procedures for ongoing Web site revision.,cf13dc04-7e26-4024-8969-6e8a2c056763,2025/2/20,Expert,1,3,3,4,3,False,False,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
14723,Web Developers,Monitor security system performance logs to identify problems and notify security specialists when problems occur.,cf13dc04-7e26-4024-8969-6e8a2c056763,2025/2/20,Average,1,4,4,2,2,False,False,False,False,False,False,1,3,2,4,3,False,False,False,False,False,False,False,FALSE,FALSE
985,Human Resources Managers,"Provide current and prospective employees with information about policies, job duties, working conditions, wages, opportunities for promotion, and employee benefits.",098e3542-a383-48d8-a43d-666125fb4004,2025/2/20,Expert,5,3,3,5,5,True,False,False,False,False,False,2,5,2,5,5,False,False,False,False,False,False,False,,FALSE
982,Human Resources Managers,"Administer compensation, benefits, and performance management systems, and safety and recreation programs.",098e3542-a383-48d8-a43d-666125fb4004,2025/2/20,Expert,5,3,3,3,5,True,False,False,False,False,False,4,4,5,5,5,False,False,False,False,False,False,False,,FALSE
994,Human Resources Managers,Analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.,098e3542-a383-48d8-a43d-666125fb4004,2025/2/20,Expert,5,5,5,5,5,True,False,False,False,False,False,5,5,5,5,5,False,False,False,False,False,False,False,,FALSE
993,Human Resources Managers,"Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.",098e3542-a383-48d8-a43d-666125fb4004,2025/2/20,Expert,3,5,5,4,5,True,False,False,False,False,False,4,5,4,5,5,False,False,False,False,False,False,False,,FALSE
5669,"Business Teachers, Postsecondary",Maintain regularly scheduled office hours to advise and assist students.,d999fa48-5232-42c0-82ab-0bd63588d016,2025/2/20,Average,4,3,2,1,1,True,True,False,True,False,False,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
5673,"Business Teachers, Postsecondary",Collaborate with colleagues to address teaching and research issues.,d999fa48-5232-42c0-82ab-0bd63588d016,2025/2/20,Average,2,2,3,1,1,False,False,False,False,False,False,3,4,3,3,4,False,False,False,False,False,False,False,FALSE,FALSE
5671,"Business Teachers, Postsecondary",Advise students on academic and vocational curricula and career issues.,d999fa48-5232-42c0-82ab-0bd63588d016,2025/2/20,Expert,5,4,5,2,2,False,False,False,True,False,False,1,5,4,5,4,False,False,False,False,False,False,False,this task used to be enjoyable but parents are difficult and students have been lazy in the last few years,FALSE
20058,"Business Teachers, Postsecondary",Develop and maintain course Web sites.,d999fa48-5232-42c0-82ab-0bd63588d016,2025/2/20,Average,5,4,1,1,1,False,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
21519,Accountants and Auditors,"Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.",55a6ad4c-4b56-413d-b8e1-c8d0b380f746,2025/2/20,Average,2,1,4,1,3,False,False,False,False,False,False,2,3,4,4,3,False,False,False,False,False,False,False,FALSE,FALSE
18859,Human Resources Specialists,Hire employees and process hiring-related paperwork.,41d4ce93-898c-403d-90bc-e9b7d540cbfe,2025/2/20,Average,4,4,4,1,4,True,False,True,True,False,False,2,3,3,3,4,False,False,False,False,False,False,False,,FALSE
18868,Human Resources Specialists,Review employment applications and job orders to match applicants with job requirements.,41d4ce93-898c-403d-90bc-e9b7d540cbfe,2025/2/20,Expert,4,4,5,4,3,False,True,True,True,False,False,3,4,5,3,5,False,False,False,False,False,False,False,,FALSE
18866,Human Resources Specialists,"Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.",41d4ce93-898c-403d-90bc-e9b7d540cbfe,2025/2/20,Average,3,3,4,1,4,True,False,False,False,False,True,3,4,3,3,5,False,False,False,False,False,False,False,,FALSE
18860,Human Resources Specialists,"Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.",41d4ce93-898c-403d-90bc-e9b7d540cbfe,2025/2/20,Expert,2,4,5,3,3,False,False,False,False,False,False,4,5,4,3,5,False,False,False,False,False,False,False,FALSE,FALSE
18857,Human Resources Specialists,Contact job applicants to inform them of the status of their applications.,41d4ce93-898c-403d-90bc-e9b7d540cbfe,2025/2/20,Average,2,3,3,2,2,False,False,False,False,False,False,3,5,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
18865,Human Resources Specialists,"Perform searches for qualified job candidates, using sources such as computer databases, networking, Internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.",41d4ce93-898c-403d-90bc-e9b7d540cbfe,2025/2/20,Average,4,3,4,1,2,False,True,False,True,True,False,3,4,4,4,5,False,False,False,False,False,False,False,,FALSE
18869,Human Resources Specialists,"Schedule or administer skill, intelligence, psychological, or drug tests for current or prospective employees.",41d4ce93-898c-403d-90bc-e9b7d540cbfe,2025/2/20,Average,2,2,4,1,2,False,False,False,False,False,False,3,3,3,3,4,False,False,False,False,False,False,False,FALSE,FALSE
3775,Lawyers,"Analyze the probable outcomes of cases, using knowledge of legal precedents.",21c00514-5d2d-4de7-9046-79d8b6d0f52a,2025/2/20,Expert,4,5,5,5,5,True,False,False,False,False,False,5,4,5,4,4,False,False,False,False,False,False,False,,FALSE
3783,Lawyers,"Study Constitution, statutes, decisions, regulations, and ordinances of quasi-judicial bodies to determine ramifications for cases.",21c00514-5d2d-4de7-9046-79d8b6d0f52a,2025/2/20,Expert,4,5,4,5,5,True,False,False,False,False,False,5,5,5,5,5,False,False,False,False,False,False,False,,FALSE
20877,Lawyers,"Prepare, draft, and review legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts.",21c00514-5d2d-4de7-9046-79d8b6d0f52a,2025/2/20,Expert,4,5,5,5,5,False,False,True,False,False,False,5,4,5,5,4,False,False,False,False,False,False,False,,FALSE
3465,Computer Systems Analysts,"Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",7880981c-59da-4d72-96c6-83f3607d288e,2025/2/20,Expert,2,3,4,4,2,False,False,False,False,False,False,3,2,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
20950,Computer Systems Analysts,Troubleshoot program and system malfunctions to restore normal functioning.,7880981c-59da-4d72-96c6-83f3607d288e,2025/2/20,Expert,4,2,4,4,2,False,False,False,True,True,True,2,3,3,4,3,False,False,False,False,False,False,False,,FALSE
3470,Computer Systems Analysts,Expand or modify system to serve new purposes or improve work flow.,7880981c-59da-4d72-96c6-83f3607d288e,2025/2/20,Expert,2,2,4,3,2,False,False,False,False,False,False,4,3,2,4,4,False,False,False,False,False,False,False,FALSE,FALSE
3484,Computer Systems Analysts,Specify inputs accessed by the system and plan the distribution and use of the results.,7880981c-59da-4d72-96c6-83f3607d288e,2025/2/20,Expert,2,2,3,4,1,False,False,False,False,False,False,1,3,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
21519,Accountants and Auditors,"Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.",52ad782a-668d-4445-b70a-c4636fcdf94b,2025/2/20,Expert,3,3,4,3,2,True,True,False,True,False,True,4,3,2,3,4,False,False,False,False,False,False,False,,FALSE
5669,"Business Teachers, Postsecondary",Maintain regularly scheduled office hours to advise and assist students.,bd8797d5-5936-41db-881b-ec03df1cca10,2025/2/20,Expert,4,2,2,3,4,True,False,False,False,False,False,2,3,2,2,5,False,False,False,False,False,False,False,,FALSE
974,Computer and Information Systems Managers,Control operational budget and expenditures.,d0a28cb3-f349-483b-b346-31c91497a296,2025/2/20,Average,4,3,3,2,4,True,False,True,False,False,False,3,4,4,3,3,False,False,False,False,False,False,False,,FALSE
979,Computer and Information Systems Managers,Evaluate data processing proposals to assess project feasibility and requirements.,118a8339-4594-474c-a25d-037bc1d9a43c,2025/2/20,Expert,5,5,5,2,5,True,False,True,False,False,True,5,5,5,5,3,False,False,False,False,False,False,False,,FALSE
974,Computer and Information Systems Managers,Control operational budget and expenditures.,118a8339-4594-474c-a25d-037bc1d9a43c,2025/2/20,Expert,5,5,5,2,5,True,False,True,False,False,True,5,5,5,5,3,False,False,False,False,False,False,False,,FALSE
15612,Clinical Research Coordinators,"Schedule subjects for appointments, procedures, or inpatient stays as required by study protocols.",b803949b-191c-4536-b1f4-da62fef6c3cd,2025/2/20,Expert,5,1,2,1,3,True,True,True,False,False,False,4,5,1,1,1,False,False,False,False,False,False,False,,FALSE
15595,Clinical Research Coordinators,"Prepare study-related documentation, such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, or progress reports.",b803949b-191c-4536-b1f4-da62fef6c3cd,2025/2/20,Expert,5,2,2,1,2,False,True,False,False,False,False,4,1,4,2,3,False,False,False,False,False,False,False,,FALSE
15594,Clinical Research Coordinators,Record adverse event and side effect data and confer with investigators regarding the reporting of events to oversight agencies.,b803949b-191c-4536-b1f4-da62fef6c3cd,2025/2/20,Average,2,1,1,5,2,False,False,False,False,False,False,4,1,4,5,2,False,False,False,False,False,False,False,FALSE,FALSE
15614,Clinical Research Coordinators,"Maintain required records of study activity including case report forms, drug dispensation records, or regulatory forms.",b803949b-191c-4536-b1f4-da62fef6c3cd,2025/2/20,Expert,5,4,4,1,4,True,True,False,False,False,False,1,1,2,2,5,False,False,False,False,False,False,False,,FALSE
15593,Clinical Research Coordinators,"Review proposed study protocols to evaluate factors such as sample collection processes, data management plans, or potential subject risks.",b803949b-191c-4536-b1f4-da62fef6c3cd,2025/2/20,Expert,3,4,5,3,3,False,False,False,True,False,False,3,3,4,5,3,False,False,False,False,False,False,False,,FALSE
15608,Clinical Research Coordinators,"Collaborate with investigators to prepare presentations or reports of clinical study procedures, results, and conclusions.",b803949b-191c-4536-b1f4-da62fef6c3cd,2025/2/20,Novice,1,5,5,5,5,False,False,False,False,False,False,5,5,5,5,1,False,False,False,False,False,False,False,FALSE,FALSE
15592,Clinical Research Coordinators,Track enrollment status of subjects and document dropout information such as dropout causes and subject contact efforts.,b803949b-191c-4536-b1f4-da62fef6c3cd,2025/2/20,Average,3,2,3,2,2,False,True,True,False,False,False,2,2,2,3,3,False,False,False,False,False,False,False,,FALSE
15609,Clinical Research Coordinators,"Code, evaluate, or interpret collected study data.",b803949b-191c-4536-b1f4-da62fef6c3cd,2025/2/20,Average,5,4,3,1,2,False,True,True,False,False,False,1,3,5,5,4,False,False,False,False,False,False,False,,FALSE
15598,Clinical Research Coordinators,Order drugs or devices necessary for study completion.,b803949b-191c-4536-b1f4-da62fef6c3cd,2025/2/20,Expert,1,4,5,5,4,False,False,False,False,False,False,5,5,5,5,1,False,False,False,False,False,False,False,FALSE,FALSE
15607,Clinical Research Coordinators,Communicate with laboratories or investigators regarding laboratory findings.,b803949b-191c-4536-b1f4-da62fef6c3cd,2025/2/20,Expert,1,5,5,5,4,False,False,False,False,False,False,5,5,5,5,1,False,False,False,False,False,False,False,FALSE,FALSE
20950,Computer Systems Analysts,Troubleshoot program and system malfunctions to restore normal functioning.,3ef36c0f-554a-4a88-831f-1e0f5250831b,2025/2/20,Average,3,2,3,1,4,True,True,True,True,False,True,2,4,2,5,4,False,False,False,False,False,False,False,,FALSE
3470,Computer Systems Analysts,Expand or modify system to serve new purposes or improve work flow.,3ef36c0f-554a-4a88-831f-1e0f5250831b,2025/2/20,Average,4,3,3,3,2,True,True,True,True,True,True,3,3,3,4,2,False,False,False,False,False,False,False,,FALSE
3482,Computer Systems Analysts,"Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",3ef36c0f-554a-4a88-831f-1e0f5250831b,2025/2/20,Average,2,4,4,1,5,False,False,False,False,False,False,2,5,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
3478,Computer Systems Analysts,"Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.",3ef36c0f-554a-4a88-831f-1e0f5250831b,2025/2/20,Average,4,2,2,4,3,True,True,True,False,False,True,2,4,3,4,3,False,False,False,False,False,False,False,,FALSE
3480,Computer Systems Analysts,"Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.",3ef36c0f-554a-4a88-831f-1e0f5250831b,2025/2/20,Average,4,2,3,4,3,True,True,True,True,True,True,3,4,3,2,3,False,False,False,False,False,False,False,,FALSE
3474,Computer Systems Analysts,"Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.",3ef36c0f-554a-4a88-831f-1e0f5250831b,2025/2/20,Average,3,2,3,3,3,True,True,True,True,True,True,2,3,2,4,2,False,False,False,False,False,False,False,,FALSE
20280,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Use computers for various applications, such as database management or word processing.",00ff5676-e759-4e28-a5d1-e7db8ebd1ea1,2025/2/20,Novice,2,1,2,5,2,False,False,False,False,False,False,5,1,4,1,2,False,False,False,False,False,False,False,FALSE,FALSE
2813,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Operate electronic mail systems and coordinate the flow of information, internally or with other organizations.",00ff5676-e759-4e28-a5d1-e7db8ebd1ea1,2025/2/20,Novice,1,2,2,5,2,False,False,False,False,False,False,4,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
2801,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Schedule and confirm appointments for clients, customers, or supervisors.",00ff5676-e759-4e28-a5d1-e7db8ebd1ea1,2025/2/20,Novice,1,4,4,5,3,False,False,False,False,False,False,5,4,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
2800,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Maintain scheduling and event calendars.,00ff5676-e759-4e28-a5d1-e7db8ebd1ea1,2025/2/20,Novice,2,4,3,5,4,False,False,False,False,False,False,4,3,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
20284,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.",00ff5676-e759-4e28-a5d1-e7db8ebd1ea1,2025/2/20,Novice,1,4,2,2,2,False,False,False,False,False,False,3,1,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
2793,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Locate and attach appropriate files to incoming correspondence requiring replies.,00ff5676-e759-4e28-a5d1-e7db8ebd1ea1,2025/2/20,Novice,3,3,3,5,3,False,True,False,False,False,False,2,1,1,1,2,False,False,False,False,False,False,False,,FALSE
2805,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Conduct searches to find needed information, using such sources as the Internet.",00ff5676-e759-4e28-a5d1-e7db8ebd1ea1,2025/2/20,Novice,2,5,3,5,2,False,False,False,False,False,False,2,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
2794,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Open, read, route, and distribute incoming mail or other materials and answer routine letters.",00ff5676-e759-4e28-a5d1-e7db8ebd1ea1,2025/2/20,Novice,1,4,2,4,2,False,False,False,False,False,False,2,2,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
2797,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Review work done by others to check for correct spelling and grammar, ensure that company format policies are followed, and recommend revisions.",00ff5676-e759-4e28-a5d1-e7db8ebd1ea1,2025/2/20,Novice,3,5,5,5,2,False,True,False,False,False,False,2,1,1,2,2,False,False,False,False,False,False,False,,FALSE
15607,Clinical Research Coordinators,Communicate with laboratories or investigators regarding laboratory findings.,8de00e95-96fa-45b9-8f80-83b5754847ca,2025/2/20,Novice,3,2,2,1,3,False,False,True,False,True,False,2,1,1,1,2,False,False,False,False,False,False,False,none,FALSE
1021,Purchasing Managers,"Locate vendors of materials, equipment or supplies, and interview them to determine product availability and terms of sales.",24a93b5c-7989-463e-8c3f-74eab0de8ea0,2025/2/20,Average,1,1,2,2,3,False,False,False,False,False,False,2,2,4,4,3,False,False,False,False,False,False,False,FALSE,FALSE
1022,Purchasing Managers,Prepare and process requisitions and purchase orders for supplies and equipment.,24a93b5c-7989-463e-8c3f-74eab0de8ea0,2025/2/20,Expert,2,2,3,2,3,False,False,False,False,False,False,1,3,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
1025,Purchasing Managers,Review purchase order claims and contracts for conformance to company policy.,24a93b5c-7989-463e-8c3f-74eab0de8ea0,2025/2/20,Novice,5,1,1,1,1,True,False,False,False,False,True,2,1,1,2,2,False,False,False,False,False,False,False,,FALSE
1035,Purchasing Managers,Administer online purchasing systems.,24a93b5c-7989-463e-8c3f-74eab0de8ea0,2025/2/20,Novice,2,3,4,1,1,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1020,Purchasing Managers,Maintain records of goods ordered and received.,24a93b5c-7989-463e-8c3f-74eab0de8ea0,2025/2/20,Expert,3,3,4,3,2,False,True,False,True,False,False,1,1,3,2,1,False,False,False,False,False,False,False,,FALSE
15594,Clinical Research Coordinators,Record adverse event and side effect data and confer with investigators regarding the reporting of events to oversight agencies.,07f0b117-19c0-42b7-b5cb-9894738c5137,2025/2/20,Average,2,1,2,1,1,False,False,False,False,False,False,3,3,2,3,4,False,False,False,False,False,False,False,FALSE,FALSE
15614,Clinical Research Coordinators,"Maintain required records of study activity including case report forms, drug dispensation records, or regulatory forms.",07f0b117-19c0-42b7-b5cb-9894738c5137,2025/2/20,Expert,4,3,3,4,3,True,False,False,False,False,False,4,4,4,3,4,False,False,False,False,False,False,False,,FALSE
15609,Clinical Research Coordinators,"Code, evaluate, or interpret collected study data.",07f0b117-19c0-42b7-b5cb-9894738c5137,2025/2/20,Average,3,2,2,2,3,False,True,False,False,False,False,3,3,2,3,3,False,False,False,False,False,False,False,,FALSE
15600,Clinical Research Coordinators,Maintain contact with sponsors to schedule and coordinate site visits or to answer questions about issues such as incomplete data.,07f0b117-19c0-42b7-b5cb-9894738c5137,2025/2/20,Novice,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
5314,Information Security Analysts,"Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.",66722641-a04d-4980-b4d4-953ec12819a2,2025/2/20,Novice,1,1,2,4,5,False,False,False,False,False,False,1,4,4,4,3,False,False,False,False,False,False,False,FALSE,FALSE
5316,Information Security Analysts,Monitor current reports of computer viruses to determine when to update virus protection systems.,66722641-a04d-4980-b4d4-953ec12819a2,2025/2/20,Average,2,1,5,3,5,False,False,False,False,False,False,1,4,3,5,3,False,False,False,False,False,False,False,FALSE,FALSE
1476,Mechanical Engineering Technologists and Technicians,"Review project instructions and blueprints to ascertain test specifications, procedures, and objectives, and test nature of technical problems such as redesign.",8a9ca2f4-67e2-4218-b00b-1345efbc1c6a,2025/2/20,Average,3,3,2,3,3,True,False,True,False,False,False,3,3,3,3,2,False,False,False,False,False,False,False,,FALSE
1482,Mechanical Engineering Technologists and Technicians,"Analyze test results in relation to design or rated specifications and test objectives, and modify or adjust equipment to meet specifications.",8a9ca2f4-67e2-4218-b00b-1345efbc1c6a,2025/2/20,Expert,4,4,4,4,4,False,True,True,False,False,False,4,4,3,4,4,False,False,False,False,False,False,False,,FALSE
1486,Mechanical Engineering Technologists and Technicians,"Record test procedures and results, numerical and graphical data, and recommendations for changes in product or test methods.",8a9ca2f4-67e2-4218-b00b-1345efbc1c6a,2025/2/20,Average,4,4,5,4,3,False,False,True,False,False,False,4,4,4,3,4,False,False,False,False,False,False,False,,FALSE
14707,Web Developers,Write supporting code for Web applications or Web sites.,62f0d54f-047b-4db5-b5df-7f5b986359cb,2025/2/20,Expert,3,3,4,4,3,True,False,True,False,False,True,1,4,1,2,3,False,False,False,False,False,False,False,,FALSE
14694,Web Developers,"Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",62f0d54f-047b-4db5-b5df-7f5b986359cb,2025/2/20,Expert,2,3,4,3,4,False,False,False,False,False,False,1,4,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
14698,Web Developers,Back up files from Web sites to local directories for instant recovery in case of problems.,62f0d54f-047b-4db5-b5df-7f5b986359cb,2025/2/20,Expert,2,1,3,1,3,False,False,False,False,False,False,1,2,1,3,3,False,False,False,False,False,False,False,FALSE,FALSE
14700,Web Developers,"Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.",62f0d54f-047b-4db5-b5df-7f5b986359cb,2025/2/20,Expert,2,4,3,2,4,False,False,False,False,False,False,1,2,3,4,4,False,False,False,False,False,False,False,FALSE,FALSE
14710,Web Developers,"Perform Web site tests according to planned schedules, or after any Web site or product revision.",62f0d54f-047b-4db5-b5df-7f5b986359cb,2025/2/20,Expert,3,1,4,2,2,True,False,True,False,False,False,3,3,4,4,3,False,False,False,False,False,False,False,,FALSE
14695,Web Developers,Perform or direct Web site updates.,62f0d54f-047b-4db5-b5df-7f5b986359cb,2025/2/20,Expert,3,1,4,3,2,True,True,False,False,False,False,1,3,2,4,3,False,False,False,False,False,False,False,,FALSE
14719,Web Developers,Recommend and implement performance improvements.,62f0d54f-047b-4db5-b5df-7f5b986359cb,2025/2/20,Average,2,2,3,2,3,False,False,False,False,False,False,1,2,2,3,4,False,False,False,False,False,False,False,FALSE,FALSE
14714,Web Developers,Develop or implement procedures for ongoing Web site revision.,62f0d54f-047b-4db5-b5df-7f5b986359cb,2025/2/20,Expert,1,1,2,3,2,False,False,False,False,False,False,3,2,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
14722,Web Developers,"Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.",62f0d54f-047b-4db5-b5df-7f5b986359cb,2025/2/20,Expert,1,1,4,2,3,False,False,False,False,False,False,4,2,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
14723,Web Developers,Monitor security system performance logs to identify problems and notify security specialists when problems occur.,62f0d54f-047b-4db5-b5df-7f5b986359cb,2025/2/20,Average,3,1,2,3,2,True,False,True,False,False,False,1,4,2,3,3,False,False,False,False,False,False,False,,FALSE
5671,"Business Teachers, Postsecondary",Advise students on academic and vocational curricula and career issues.,1d80c837-7ec7-4615-8093-2b497044fdef,2025/2/20,Average,2,1,2,1,4,False,False,False,False,False,False,2,3,2,3,3,False,False,False,False,False,False,False,FALSE,FALSE
5671,"Business Teachers, Postsecondary",Advise students on academic and vocational curricula and career issues.,200ee0d0-872f-40c0-b60a-d09a62dc0282,2025/2/20,Expert,2,2,4,3,3,False,False,False,False,False,False,3,2,4,4,5,False,False,False,False,False,False,False,FALSE,FALSE
3896,Media Technical Directors/Managers,Monitor broadcasts to ensure that programs conform to station or network policies and regulations.,402935da-584c-494b-b4e3-88bfb2b1e630,2025/2/20,Expert,5,2,3,1,1,True,False,True,False,False,False,1,1,1,4,5,False,False,False,False,False,False,False,,FALSE
3900,Media Technical Directors/Managers,Schedule use of studio and editing facilities for producers and engineering and maintenance staff.,402935da-584c-494b-b4e3-88bfb2b1e630,2025/2/20,Expert,5,1,2,1,1,True,False,False,False,False,False,1,2,1,1,5,False,False,False,False,False,False,False,,FALSE
974,Computer and Information Systems Managers,Control operational budget and expenditures.,90f62f69-424f-42ff-8701-05c02c8bd159,2025/2/20,Expert,4,4,3,4,5,True,False,True,False,False,False,1,3,3,2,4,False,False,False,False,False,False,False,,FALSE
985,Human Resources Managers,"Provide current and prospective employees with information about policies, job duties, working conditions, wages, opportunities for promotion, and employee benefits.",13975c4f-cc61-4150-9841-1458acb752fa,2025/2/20,Average,2,4,5,5,5,False,False,False,False,False,False,5,2,2,2,5,False,False,False,False,False,False,False,FALSE,FALSE
3482,Computer Systems Analysts,"Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",6b6f9272-a6bc-4b0c-9e0e-b68d82abac39,2025/2/25,Novice,4,4,3,4,4,True,False,True,True,False,False,4,3,3,4,3,False,True,False,True,True,True,False,,
3478,Computer Systems Analysts,"Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.",6b6f9272-a6bc-4b0c-9e0e-b68d82abac39,2025/2/25,Average,4,4,4,4,4,False,True,False,True,True,False,4,4,4,3,4,True,False,True,False,True,False,False,,
3480,Computer Systems Analysts,"Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.",6b6f9272-a6bc-4b0c-9e0e-b68d82abac39,2025/2/25,Average,3,3,4,3,4,False,True,False,True,True,False,4,3,4,3,4,False,True,False,True,False,True,False,,
3484,Computer Systems Analysts,Specify inputs accessed by the system and plan the distribution and use of the results.,6b6f9272-a6bc-4b0c-9e0e-b68d82abac39,2025/2/25,Average,3,4,4,3,4,True,False,False,True,False,False,4,3,3,4,4,False,True,False,True,True,False,False,,
21553,Appraisers and Assessors of Real Estate,"Prepare and maintain current data on each parcel assessed, including maps of boundaries, inventories of land and structures, property characteristics, and any applicable exemptions.",c56835fe-059a-4712-af72-26ccfe6bf413,2025/2/26,Average,4,2,3,2,2,True,False,True,False,False,True,2,2,2,3,2,False,False,False,False,False,False,False,,FALSE
21555,Appraisers and Assessors of Real Estate,Identify the ownership of each piece of taxable property.,c56835fe-059a-4712-af72-26ccfe6bf413,2025/2/26,Average,3,2,2,2,2,True,True,False,False,False,False,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
21557,Appraisers and Assessors of Real Estate,Complete and maintain assessment rolls that show the assessed values and status of all property in a municipality.,c56835fe-059a-4712-af72-26ccfe6bf413,2025/2/26,Average,4,1,3,1,1,True,False,True,True,False,False,1,2,1,3,1,False,False,False,False,False,False,False,,FALSE
21558,Appraisers and Assessors of Real Estate,"Review information about transfers of property to ensure its accuracy, checking basic information on buyers, sellers, and sales prices and making corrections as necessary.",c56835fe-059a-4712-af72-26ccfe6bf413,2025/2/26,Novice,4,3,3,2,2,True,False,True,False,False,False,2,3,1,1,3,True,False,False,False,True,True,False,,
21567,Appraisers and Assessors of Real Estate,Verify legal descriptions of properties by comparing them to county records.,c56835fe-059a-4712-af72-26ccfe6bf413,2025/2/26,Average,4,1,2,1,2,False,True,True,False,False,True,1,2,2,1,1,False,False,False,False,False,False,False,,FALSE
22631,"News Analysts, Reporters, and Journalists","Select material most pertinent to presentation, and organize this material into appropriate formats.",e43c2e51-a727-41e2-b501-c42f0f243277,2025/2/26,Expert,2,2,5,1,1,False,False,False,False,False,False,1,5,2,5,1,False,False,False,False,False,False,False,FALSE,FALSE
22638,"News Analysts, Reporters, and Journalists","Review written, audio, or video copy, and correct errors in content, grammar, or punctuation, following prescribed editorial style and formatting guidelines.",e43c2e51-a727-41e2-b501-c42f0f243277,2025/2/26,Expert,2,1,5,1,1,False,False,False,False,False,False,1,2,1,3,1,False,False,False,False,False,False,False,FALSE,FALSE
22086,Mechanical Engineering Technologists and Technicians,"Provide technical support to other employees regarding mechanical design, fabrication, testing, or documentation.",7ac0b1f4-0262-4172-a628-14bc3dfccd49,2025/2/26,Average,4,3,3,3,4,False,False,False,False,True,False,3,3,3,3,2,False,False,False,False,False,False,False,,FALSE
1482,Mechanical Engineering Technologists and Technicians,"Analyze test results in relation to design or rated specifications and test objectives, and modify or adjust equipment to meet specifications.",7ac0b1f4-0262-4172-a628-14bc3dfccd49,2025/2/26,Average,2,1,3,2,4,False,False,False,False,False,False,2,1,2,2,4,False,False,False,False,False,False,True,FALSE,
22077,Mechanical Engineering Technologists and Technicians,"Design molds, tools, dies, jigs, or fixtures for use in manufacturing processes.",7ac0b1f4-0262-4172-a628-14bc3dfccd49,2025/2/26,Average,3,2,2,2,3,True,False,False,False,False,False,3,1,1,1,1,False,False,False,False,False,False,False,,FALSE
22083,Mechanical Engineering Technologists and Technicians,"Prepare equipment inspection schedules, reliability schedules, work plans, or other records.",7ac0b1f4-0262-4172-a628-14bc3dfccd49,2025/2/26,Average,2,1,1,2,1,False,False,False,False,False,False,2,1,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
15595,Clinical Research Coordinators,"Prepare study-related documentation, such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, or progress reports.",faadd65f-735c-4fe6-9856-949861cb561b,2025/2/26,Average,4,1,3,2,2,True,True,False,True,False,False,3,2,2,3,3,True,True,True,True,False,False,False,,
15608,Clinical Research Coordinators,"Collaborate with investigators to prepare presentations or reports of clinical study procedures, results, and conclusions.",faadd65f-735c-4fe6-9856-949861cb561b,2025/2/26,Average,4,1,2,1,2,True,False,False,True,True,False,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
15598,Clinical Research Coordinators,Order drugs or devices necessary for study completion.,faadd65f-735c-4fe6-9856-949861cb561b,2025/2/26,Average,5,1,2,1,1,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
15583,Clinical Research Coordinators,"Review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.",faadd65f-735c-4fe6-9856-949861cb561b,2025/2/26,Average,4,2,3,1,2,True,True,False,True,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
15983,Financial Quantitative Analysts,Provide application or analytical support to researchers or traders on issues such as valuations or data.,99c7b13c-7bd8-4d3f-b452-6e5645c154f0,2025/2/26,Average,3,5,5,1,5,True,True,True,False,False,False,2,3,5,4,4,False,True,False,False,True,False,True,,
15988,Financial Quantitative Analysts,Produce written summary reports of financial research results.,99c7b13c-7bd8-4d3f-b452-6e5645c154f0,2025/2/26,Expert,2,3,5,1,4,False,False,False,False,False,False,2,3,4,2,3,True,True,False,True,False,False,False,FALSE,
1777,Editors,"Read copy or proof to detect and correct errors in spelling, punctuation, and syntax.",59a2ae66-7183-4bad-ab75-a9496c177572,2025/2/26,Novice,1,1,1,1,2,False,False,False,False,False,False,1,2,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
21000,Editors,"Write text, such as stories, articles, editorials, or newsletters.",59a2ae66-7183-4bad-ab75-a9496c177572,2025/2/26,Novice,1,1,3,1,2,False,False,False,False,False,False,2,1,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15583,Clinical Research Coordinators,"Review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.",562ea8b5-21b6-4498-b51c-af12b0f317bd,2025/2/26,Average,1,1,3,1,3,False,False,False,False,False,False,2,1,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
22623,"News Analysts, Reporters, and Journalists","Write commentaries, columns, or scripts, using computers.",1eb0b1db-0cfa-454d-85c5-bef52e359ee8,2025/2/26,Novice,1,2,3,5,5,False,False,False,False,False,False,4,3,5,2,5,True,True,True,False,False,False,False,FALSE,
23314,Insurance Claims and Policy Processing Clerks,Calculate amount of claim.,808c58a4-5331-4b2b-9de1-3c10e522c85c,2025/2/26,Expert,4,5,4,5,3,True,False,True,False,False,True,2,2,5,4,3,False,True,True,False,True,True,True,,
3897,Media Technical Directors/Managers,Observe pictures through monitors and direct camera and video staff concerning shading and composition.,402935da-584c-494b-b4e3-88bfb2b1e630,2025/2/20,Expert,2,1,2,2,4,False,False,False,False,False,False,1,4,2,3,3,False,False,False,False,False,False,False,FALSE,FALSE
3906,Media Technical Directors/Managers,Collaborate with promotions directors to produce on-air station promotions.,402935da-584c-494b-b4e3-88bfb2b1e630,2025/2/20,Expert,2,2,4,3,4,False,False,False,False,False,False,2,4,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
3894,Media Technical Directors/Managers,"Direct technical aspects of newscasts and other productions, checking and switching between video sources and taking responsibility for the on-air product, including camera shots and graphics.",402935da-584c-494b-b4e3-88bfb2b1e630,2025/2/20,Expert,3,3,5,3,3,False,True,True,True,False,False,2,4,3,4,3,False,False,False,False,False,False,False,,FALSE
3905,Media Technical Directors/Managers,"Set up and execute video transitions and special effects, such as fades, dissolves, cuts, keys, and supers, using computers to manipulate pictures as necessary.",402935da-584c-494b-b4e3-88bfb2b1e630,2025/2/20,Expert,2,2,3,1,3,False,False,False,False,False,False,1,1,2,3,1,False,False,False,False,False,False,False,FALSE,FALSE
982,Human Resources Managers,"Administer compensation, benefits, and performance management systems, and safety and recreation programs.",13975c4f-cc61-4150-9841-1458acb752fa,2025/2/20,Average,5,1,4,5,5,True,False,True,True,False,True,1,3,2,3,5,False,False,False,False,False,False,False,,FALSE
14707,Web Developers,Write supporting code for Web applications or Web sites.,762bed7b-13ab-4369-8395-a16df90441a6,2025/2/20,Expert,3,5,5,2,4,True,False,True,False,False,False,2,2,3,5,4,False,False,False,False,False,False,False,,FALSE
14694,Web Developers,"Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",762bed7b-13ab-4369-8395-a16df90441a6,2025/2/20,Average,5,3,3,2,2,True,True,False,False,False,False,3,4,2,4,3,False,False,False,False,False,False,False,,FALSE
14700,Web Developers,"Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.",762bed7b-13ab-4369-8395-a16df90441a6,2025/2/20,Expert,2,5,5,2,4,False,False,False,False,False,False,3,2,4,5,5,False,False,False,False,False,False,False,FALSE,FALSE
14710,Web Developers,"Perform Web site tests according to planned schedules, or after any Web site or product revision.",762bed7b-13ab-4369-8395-a16df90441a6,2025/2/20,Expert,4,3,4,2,3,False,False,True,False,False,False,2,2,3,3,4,False,False,False,False,False,False,False,,FALSE
14708,Web Developers,Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.,762bed7b-13ab-4369-8395-a16df90441a6,2025/2/20,Expert,4,3,3,1,3,False,False,False,False,False,False,2,3,3,2,2,False,False,False,False,False,False,False,,FALSE
14719,Web Developers,Recommend and implement performance improvements.,762bed7b-13ab-4369-8395-a16df90441a6,2025/2/20,Average,2,3,2,3,2,False,False,False,False,False,False,3,4,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
14714,Web Developers,Develop or implement procedures for ongoing Web site revision.,762bed7b-13ab-4369-8395-a16df90441a6,2025/2/20,Average,3,3,3,2,4,False,True,False,False,False,False,2,2,3,4,3,False,False,False,False,False,False,False,,FALSE
14723,Web Developers,Monitor security system performance logs to identify problems and notify security specialists when problems occur.,762bed7b-13ab-4369-8395-a16df90441a6,2025/2/20,Expert,1,4,4,1,4,False,False,False,False,False,False,2,2,3,3,4,False,False,False,False,False,False,False,FALSE,FALSE
985,Human Resources Managers,"Provide current and prospective employees with information about policies, job duties, working conditions, wages, opportunities for promotion, and employee benefits.",896d8665-1338-40d2-8933-ba7055a20cd4,2025/2/20,Expert,2,1,4,2,4,False,False,False,False,False,False,1,4,2,4,3,False,False,False,False,False,False,False,FALSE,FALSE
982,Human Resources Managers,"Administer compensation, benefits, and performance management systems, and safety and recreation programs.",896d8665-1338-40d2-8933-ba7055a20cd4,2025/2/20,Average,2,4,4,4,3,False,False,False,False,False,False,1,4,4,4,4,False,False,False,False,False,False,False,FALSE,FALSE
994,Human Resources Managers,Analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.,896d8665-1338-40d2-8933-ba7055a20cd4,2025/2/20,Expert,2,3,4,3,3,False,False,False,False,False,False,1,4,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
993,Human Resources Managers,"Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.",896d8665-1338-40d2-8933-ba7055a20cd4,2025/2/20,Expert,3,1,2,2,2,True,False,True,False,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
1002,Human Resources Managers,"Develop, administer, and evaluate applicant tests.",896d8665-1338-40d2-8933-ba7055a20cd4,2025/2/20,Average,4,1,1,1,2,True,False,False,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
3896,Media Technical Directors/Managers,Monitor broadcasts to ensure that programs conform to station or network policies and regulations.,afb1beca-f619-47db-b732-29c92bc1a3d3,2025/2/20,Average,1,1,3,2,3,False,False,False,False,False,False,1,3,4,4,4,False,False,False,False,False,False,False,FALSE,FALSE
3906,Media Technical Directors/Managers,Collaborate with promotions directors to produce on-air station promotions.,afb1beca-f619-47db-b732-29c92bc1a3d3,2025/2/20,Average,1,4,4,3,4,False,False,False,False,False,False,2,5,4,4,5,False,False,False,False,False,False,False,FALSE,FALSE
3900,Media Technical Directors/Managers,Schedule use of studio and editing facilities for producers and engineering and maintenance staff.,afb1beca-f619-47db-b732-29c92bc1a3d3,2025/2/20,Expert,1,4,5,4,5,False,False,False,False,False,False,4,5,4,4,5,False,False,False,False,False,False,False,FALSE,FALSE
3905,Media Technical Directors/Managers,"Set up and execute video transitions and special effects, such as fades, dissolves, cuts, keys, and supers, using computers to manipulate pictures as necessary.",afb1beca-f619-47db-b732-29c92bc1a3d3,2025/2/20,Average,1,2,3,4,5,False,False,False,False,False,False,2,4,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
23313,Insurance Claims and Policy Processing Clerks,"Prepare insurance claim forms or related documents, and review them for completeness.",88e136dd-7666-4bad-866a-e95050f54a50,2025/2/20,Expert,5,3,4,3,2,True,False,False,False,False,False,2,4,4,3,2,False,False,False,False,False,False,False,,FALSE
23314,Insurance Claims and Policy Processing Clerks,Calculate amount of claim.,88e136dd-7666-4bad-866a-e95050f54a50,2025/2/20,Average,4,2,1,1,1,False,False,False,True,False,False,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
23318,Insurance Claims and Policy Processing Clerks,Review insurance policy to determine coverage.,88e136dd-7666-4bad-866a-e95050f54a50,2025/2/20,Average,5,3,1,1,1,False,True,True,False,False,True,2,2,1,1,3,False,False,False,False,False,False,False,,FALSE
23320,Insurance Claims and Policy Processing Clerks,"Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.",88e136dd-7666-4bad-866a-e95050f54a50,2025/2/20,Expert,5,2,1,1,1,False,True,True,False,False,False,1,2,1,1,3,False,False,False,False,False,False,False,,FALSE
23323,Insurance Claims and Policy Processing Clerks,"Review and verify data, such as age, name, address, and principal sum and value of property, on insurance applications and policies.",88e136dd-7666-4bad-866a-e95050f54a50,2025/2/20,Expert,3,1,1,1,1,True,False,False,False,False,True,1,2,1,1,3,False,False,False,False,False,False,False,,FALSE
23325,Insurance Claims and Policy Processing Clerks,"Examine letters from policyholders or agents, original insurance applications, and other company documents to determine if changes are needed and effects of changes.",88e136dd-7666-4bad-866a-e95050f54a50,2025/2/20,Average,4,1,2,1,1,False,True,False,False,False,True,1,2,1,2,1,False,False,False,False,False,False,False,,FALSE
23313,Insurance Claims and Policy Processing Clerks,"Prepare insurance claim forms or related documents, and review them for completeness.",669be266-61ad-45b5-a679-7ac687905167,2025/2/20,Expert,4,1,4,4,2,True,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
23314,Insurance Claims and Policy Processing Clerks,Calculate amount of claim.,669be266-61ad-45b5-a679-7ac687905167,2025/2/20,Expert,5,1,1,1,2,True,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
23315,Insurance Claims and Policy Processing Clerks,Post or attach information to claim file.,669be266-61ad-45b5-a679-7ac687905167,2025/2/20,Expert,3,3,4,4,3,False,False,False,False,False,True,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
23316,Insurance Claims and Policy Processing Clerks,Transmit claims for payment or further investigation.,669be266-61ad-45b5-a679-7ac687905167,2025/2/20,Expert,5,1,1,1,3,True,False,False,False,False,False,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
23318,Insurance Claims and Policy Processing Clerks,Review insurance policy to determine coverage.,669be266-61ad-45b5-a679-7ac687905167,2025/2/20,Expert,5,2,3,3,3,False,False,False,False,False,True,1,3,1,1,1,False,False,False,False,False,False,False,,FALSE
23320,Insurance Claims and Policy Processing Clerks,"Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.",669be266-61ad-45b5-a679-7ac687905167,2025/2/20,Expert,5,1,2,1,2,True,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
23322,Insurance Claims and Policy Processing Clerks,Correspond with insured or agent to obtain information or to inform them of account status or changes.,669be266-61ad-45b5-a679-7ac687905167,2025/2/20,Expert,2,5,5,5,3,False,False,False,False,False,False,1,4,3,1,2,False,False,False,False,False,False,False,FALSE,FALSE
23334,Insurance Claims and Policy Processing Clerks,"Compose business correspondence for supervisors, managers, and professionals.",669be266-61ad-45b5-a679-7ac687905167,2025/2/20,Expert,2,1,2,2,3,False,False,False,False,False,False,1,2,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
15612,Clinical Research Coordinators,"Schedule subjects for appointments, procedures, or inpatient stays as required by study protocols.",606591e8-acf5-4f88-bde3-fab85cc8783e,2025/2/20,Average,4,2,2,2,3,True,True,False,False,False,False,3,2,3,2,4,False,False,False,False,False,False,False,,FALSE
15595,Clinical Research Coordinators,"Prepare study-related documentation, such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, or progress reports.",606591e8-acf5-4f88-bde3-fab85cc8783e,2025/2/20,Expert,1,4,4,2,4,False,False,False,False,False,False,3,4,3,4,3,False,False,False,False,False,False,False,FALSE,FALSE
15594,Clinical Research Coordinators,Record adverse event and side effect data and confer with investigators regarding the reporting of events to oversight agencies.,606591e8-acf5-4f88-bde3-fab85cc8783e,2025/2/20,Expert,1,5,5,4,5,False,False,False,False,False,False,3,3,4,3,3,False,False,False,False,False,False,False,FALSE,FALSE
15593,Clinical Research Coordinators,"Review proposed study protocols to evaluate factors such as sample collection processes, data management plans, or potential subject risks.",606591e8-acf5-4f88-bde3-fab85cc8783e,2025/2/20,Expert,1,4,3,4,4,False,False,False,False,False,False,3,2,3,4,3,False,False,False,False,False,False,False,FALSE,FALSE
15592,Clinical Research Coordinators,Track enrollment status of subjects and document dropout information such as dropout causes and subject contact efforts.,606591e8-acf5-4f88-bde3-fab85cc8783e,2025/2/20,Expert,1,4,4,4,4,False,False,False,False,False,False,4,3,4,4,4,False,False,False,False,False,False,False,FALSE,FALSE
15598,Clinical Research Coordinators,Order drugs or devices necessary for study completion.,606591e8-acf5-4f88-bde3-fab85cc8783e,2025/2/20,Expert,3,5,5,5,5,True,False,False,False,False,False,1,2,3,2,2,False,False,False,False,False,False,False,,FALSE
3588,Petroleum Engineers,Write technical reports for engineering and management personnel.,f5705ff0-efc2-45b2-8f95-9190820f4b08,2025/2/25,Expert,4,4,5,1,1,True,True,True,True,False,True,2,5,5,4,3,False,True,True,True,False,True,False,,
3478,Computer Systems Analysts,"Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.",62cf3c63-3007-45a1-8225-37c03128ff36,2025/2/25,Novice,4,1,1,5,1,False,True,False,False,False,False,1,1,2,4,4,False,False,True,False,True,True,False,,
3966,Technical Writers,"Organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.",bcbe308f-56fa-493b-8a34-28a54ff8d5ac,2025/2/25,Average,2,2,5,4,4,False,False,False,False,False,False,1,4,2,4,3,False,True,True,True,True,True,True,FALSE,
20243,Technical Writers,Develop or maintain online help documentation.,bcbe308f-56fa-493b-8a34-28a54ff8d5ac,2025/2/25,Expert,2,5,5,5,5,False,False,False,False,False,False,1,4,2,5,3,False,True,True,True,True,True,False,FALSE,
18022,Regulatory Affairs Managers,"Direct the preparation and submission of regulatory agency applications, reports, or correspondence.",e1756843-1265-4ffc-86e9-5380a7a71a09,2025/2/25,Expert,2,3,5,2,5,False,False,False,False,False,False,1,2,5,5,5,False,True,True,True,True,True,True,FALSE,
18030,Regulatory Affairs Managers,"Maintain current knowledge of relevant regulations, including proposed and final rules.",e1756843-1265-4ffc-86e9-5380a7a71a09,2025/2/25,Expert,3,1,5,2,3,True,True,False,True,True,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
18032,Regulatory Affairs Managers,Monitor emerging trends regarding industry regulations to determine potential impacts on organizational processes.,e1756843-1265-4ffc-86e9-5380a7a71a09,2025/2/25,Average,3,1,3,3,2,True,True,True,True,True,False,1,1,3,3,4,False,False,True,True,True,True,False,,
20243,Technical Writers,Develop or maintain online help documentation.,cf9bf5da-3dbd-41e3-b975-0e5bedb32af5,2025/2/25,Average,2,2,5,4,5,False,False,False,False,False,False,1,1,1,2,3,False,False,False,False,True,False,True,FALSE,
1022,Purchasing Managers,Prepare and process requisitions and purchase orders for supplies and equipment.,a912ce42-b642-404c-a82b-7161b6acde5f,2025/2/25,Average,1,2,4,3,4,False,False,False,False,False,False,4,3,4,4,4,True,True,True,True,False,True,False,FALSE,
1035,Purchasing Managers,Administer online purchasing systems.,a912ce42-b642-404c-a82b-7161b6acde5f,2025/2/25,Average,1,1,2,1,3,False,False,False,False,False,False,2,2,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
3470,Computer Systems Analysts,Expand or modify system to serve new purposes or improve work flow.,b22429d3-2fb5-4adb-bde7-13bdcc990a33,2025/2/25,Average,3,2,2,1,3,False,False,False,True,True,False,1,3,3,4,4,False,True,True,False,True,False,False,,
3480,Computer Systems Analysts,"Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.",b22429d3-2fb5-4adb-bde7-13bdcc990a33,2025/2/25,Expert,3,3,4,3,3,False,False,True,True,True,True,1,3,2,3,3,False,False,True,True,True,False,True,,
15598,Clinical Research Coordinators,Order drugs or devices necessary for study completion.,421979cb-6575-42e8-b059-1065fba0f1c6,2025/2/25,Novice,2,1,3,1,1,False,False,False,False,False,False,5,4,4,5,5,True,True,True,True,True,False,False,FALSE,
15456,Biofuels Production Managers,"Review logs, datasheets, or reports to ensure adequate production levels or to identify abnormalities with biofuels production equipment or processes.",887e36ef-8a94-4229-99c5-a0af4469020c,2025/2/25,Average,4,3,3,4,4,True,False,True,False,False,False,4,4,4,4,4,False,True,True,True,False,False,False,,
15461,Biofuels Production Managers,"Adjust temperature, pressure, vacuum, level, flow rate, or transfer of biofuels to maintain processes at required levels.",887e36ef-8a94-4229-99c5-a0af4469020c,2025/2/25,Expert,4,4,5,5,4,True,False,True,False,False,False,4,4,4,4,4,False,False,False,False,False,False,True,,
15460,Biofuels Production Managers,"Approve proposals for the acquisition, replacement, or repair of biofuels processing equipment or the implementation of new production processes.",887e36ef-8a94-4229-99c5-a0af4469020c,2025/2/25,Expert,4,4,4,4,4,True,False,True,False,False,False,4,5,4,4,4,False,False,False,False,True,True,False,,
23313,Insurance Claims and Policy Processing Clerks,"Prepare insurance claim forms or related documents, and review them for completeness.",ef083bd7-7759-4754-996c-dc7e6efa932f,2025/2/26,Novice,1,2,3,2,2,False,False,False,False,False,False,2,1,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
23314,Insurance Claims and Policy Processing Clerks,Calculate amount of claim.,ef083bd7-7759-4754-996c-dc7e6efa932f,2025/2/26,Average,3,2,2,2,2,True,False,False,False,False,False,2,1,1,1,1,False,False,False,False,False,False,False,,FALSE
23315,Insurance Claims and Policy Processing Clerks,Post or attach information to claim file.,ef083bd7-7759-4754-996c-dc7e6efa932f,2025/2/26,Novice,3,2,3,2,3,True,False,False,False,False,False,3,1,1,2,3,True,False,False,False,False,False,False,,
23316,Insurance Claims and Policy Processing Clerks,Transmit claims for payment or further investigation.,ef083bd7-7759-4754-996c-dc7e6efa932f,2025/2/26,Average,2,2,2,1,2,False,False,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
23320,Insurance Claims and Policy Processing Clerks,"Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.",ef083bd7-7759-4754-996c-dc7e6efa932f,2025/2/26,Novice,2,3,3,2,2,False,False,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1021,Purchasing Managers,"Locate vendors of materials, equipment or supplies, and interview them to determine product availability and terms of sales.",1b9ddc68-31ec-4002-acd3-21d83da9fb18,2025/2/26,Average,1,2,3,2,2,False,False,False,False,False,False,1,5,3,2,5,False,True,True,True,True,True,True,FALSE,
1035,Purchasing Managers,Administer online purchasing systems.,1b9ddc68-31ec-4002-acd3-21d83da9fb18,2025/2/26,Average,1,1,2,2,1,False,False,False,False,False,False,2,1,2,2,5,False,True,False,False,True,True,False,FALSE,
15594,Clinical Research Coordinators,Record adverse event and side effect data and confer with investigators regarding the reporting of events to oversight agencies.,faadd65f-735c-4fe6-9856-949861cb561b,2025/2/26,Average,3,1,2,1,2,True,False,False,True,True,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
15609,Clinical Research Coordinators,"Code, evaluate, or interpret collected study data.",faadd65f-735c-4fe6-9856-949861cb561b,2025/2/26,Average,2,1,3,2,3,False,False,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15607,Clinical Research Coordinators,Communicate with laboratories or investigators regarding laboratory findings.,faadd65f-735c-4fe6-9856-949861cb561b,2025/2/26,Average,3,1,3,2,2,True,False,False,True,False,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
15590,Clinical Research Coordinators,Contact industry representatives to ensure equipment and software specifications necessary for successful study completion.,faadd65f-735c-4fe6-9856-949861cb561b,2025/2/26,Average,4,1,2,1,1,True,True,False,False,False,False,1,3,1,2,3,False,False,False,True,False,False,False,,
15997,Financial Quantitative Analysts,"Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.",99c7b13c-7bd8-4d3f-b452-6e5645c154f0,2025/2/26,Expert,4,5,4,1,5,True,True,False,False,False,True,2,2,4,4,4,False,True,False,False,True,True,False,,
1780,Editors,"Verify facts, dates, and statistics, using standard reference sources.",59a2ae66-7183-4bad-ab75-a9496c177572,2025/2/26,Novice,1,1,1,1,2,False,False,False,False,False,False,1,3,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
23313,Insurance Claims and Policy Processing Clerks,"Prepare insurance claim forms or related documents, and review them for completeness.",808c58a4-5331-4b2b-9de1-3c10e522c85c,2025/2/26,Expert,3,4,5,4,5,True,True,True,False,False,True,2,2,4,4,3,False,False,True,False,True,False,True,,
15614,Clinical Research Coordinators,"Maintain required records of study activity including case report forms, drug dispensation records, or regulatory forms.",606591e8-acf5-4f88-bde3-fab85cc8783e,2025/2/20,Expert,3,4,4,3,2,True,False,False,False,False,True,3,3,4,3,3,False,False,False,False,False,False,False,,FALSE
15608,Clinical Research Coordinators,"Collaborate with investigators to prepare presentations or reports of clinical study procedures, results, and conclusions.",606591e8-acf5-4f88-bde3-fab85cc8783e,2025/2/20,Expert,3,3,4,4,2,False,False,False,True,False,False,3,2,3,3,2,False,False,False,False,False,False,False,,FALSE
15600,Clinical Research Coordinators,Maintain contact with sponsors to schedule and coordinate site visits or to answer questions about issues such as incomplete data.,606591e8-acf5-4f88-bde3-fab85cc8783e,2025/2/20,Expert,1,4,5,5,5,False,False,False,False,False,False,4,4,4,3,4,False,False,False,False,False,False,False,FALSE,FALSE
15607,Clinical Research Coordinators,Communicate with laboratories or investigators regarding laboratory findings.,606591e8-acf5-4f88-bde3-fab85cc8783e,2025/2/20,Expert,4,4,4,3,4,True,True,False,True,False,False,3,3,4,3,2,False,False,False,False,False,False,False,,FALSE
5316,Information Security Analysts,Monitor current reports of computer viruses to determine when to update virus protection systems.,9edab1e8-d79b-42e1-bb38-8cae659137c7,2025/2/20,Average,4,1,1,1,2,True,False,False,True,True,False,1,4,5,2,4,False,False,False,False,False,False,False,,FALSE
5317,Information Security Analysts,"Modify computer security files to incorporate new software, correct errors, or change individual access status.",9edab1e8-d79b-42e1-bb38-8cae659137c7,2025/2/20,Expert,2,1,2,1,2,False,False,False,False,False,False,1,4,5,3,5,False,False,False,False,False,False,False,FALSE,FALSE
18860,Human Resources Specialists,"Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.",4e974044-8c65-4e95-9832-7389a1cd4a73,2025/2/20,Average,1,4,3,4,2,False,False,False,False,False,False,3,5,2,2,3,False,False,False,False,False,False,False,FALSE,FALSE
18857,Human Resources Specialists,Contact job applicants to inform them of the status of their applications.,4e974044-8c65-4e95-9832-7389a1cd4a73,2025/2/20,Average,4,3,3,1,1,True,True,False,False,False,False,1,4,1,1,1,False,False,False,False,False,False,False,,FALSE
18865,Human Resources Specialists,"Perform searches for qualified job candidates, using sources such as computer databases, networking, Internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.",4e974044-8c65-4e95-9832-7389a1cd4a73,2025/2/20,Average,2,4,4,3,3,False,False,False,False,False,False,1,4,4,4,4,False,False,False,False,False,False,False,FALSE,FALSE
18855,Human Resources Specialists,Conduct reference or background checks on job applicants.,4e974044-8c65-4e95-9832-7389a1cd4a73,2025/2/20,Novice,3,1,2,1,1,True,True,False,False,False,False,1,2,1,3,2,False,False,False,False,False,False,False,,FALSE
18876,Human Resources Specialists,"Review and evaluate applicant qualifications or eligibility for specified licensing, according to established guidelines and designated licensing codes.",4e974044-8c65-4e95-9832-7389a1cd4a73,2025/2/20,Novice,3,2,2,5,2,True,True,True,False,False,False,1,3,4,2,4,False,False,False,False,False,False,False,,FALSE
15595,Clinical Research Coordinators,"Prepare study-related documentation, such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, or progress reports.",3827855d-6dc0-4604-b689-abeaa1904151,2025/2/20,Average,3,1,1,5,4,True,True,True,False,False,True,1,1,2,3,4,False,False,False,False,False,False,False,,FALSE
15594,Clinical Research Coordinators,Record adverse event and side effect data and confer with investigators regarding the reporting of events to oversight agencies.,3827855d-6dc0-4604-b689-abeaa1904151,2025/2/20,Average,4,2,2,2,3,False,True,False,True,True,False,2,1,2,1,4,False,False,False,False,False,False,False,,FALSE
15614,Clinical Research Coordinators,"Maintain required records of study activity including case report forms, drug dispensation records, or regulatory forms.",3827855d-6dc0-4604-b689-abeaa1904151,2025/2/20,Average,4,3,3,4,1,True,True,False,False,True,False,2,1,2,2,3,False,False,False,False,False,False,False,,FALSE
15593,Clinical Research Coordinators,"Review proposed study protocols to evaluate factors such as sample collection processes, data management plans, or potential subject risks.",3827855d-6dc0-4604-b689-abeaa1904151,2025/2/20,Expert,5,3,3,5,2,False,False,False,False,True,False,4,2,4,2,4,False,False,False,False,False,False,False,,FALSE
15608,Clinical Research Coordinators,"Collaborate with investigators to prepare presentations or reports of clinical study procedures, results, and conclusions.",3827855d-6dc0-4604-b689-abeaa1904151,2025/2/20,Expert,3,4,4,2,3,False,True,False,False,False,False,1,1,1,2,3,False,False,False,False,False,False,False,,FALSE
15609,Clinical Research Coordinators,"Code, evaluate, or interpret collected study data.",3827855d-6dc0-4604-b689-abeaa1904151,2025/2/20,Novice,5,3,3,4,4,False,False,True,True,False,False,1,1,1,1,5,False,False,False,False,False,False,False,,FALSE
15600,Clinical Research Coordinators,Maintain contact with sponsors to schedule and coordinate site visits or to answer questions about issues such as incomplete data.,3827855d-6dc0-4604-b689-abeaa1904151,2025/2/20,Average,1,1,1,1,1,False,False,False,False,False,False,4,5,4,4,5,False,False,False,False,False,False,False,FALSE,FALSE
15598,Clinical Research Coordinators,Order drugs or devices necessary for study completion.,3827855d-6dc0-4604-b689-abeaa1904151,2025/2/20,Expert,4,1,2,2,3,True,False,True,False,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
15607,Clinical Research Coordinators,Communicate with laboratories or investigators regarding laboratory findings.,3827855d-6dc0-4604-b689-abeaa1904151,2025/2/20,Average,4,2,3,2,3,False,True,True,False,False,False,4,5,4,4,5,False,False,False,False,False,False,False,,FALSE
15583,Clinical Research Coordinators,"Review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.",3827855d-6dc0-4604-b689-abeaa1904151,2025/2/20,Expert,5,5,5,5,2,True,True,True,True,True,True,1,1,4,4,5,False,False,False,False,False,False,False,,FALSE
7277,Management Analysts,Analyze data gathered and develop solutions or alternative methods of proceeding.,c1aa14eb-565c-4121-9e52-35bc7aec88f5,2025/2/20,Novice,2,1,2,2,3,False,False,False,False,False,False,2,3,3,2,4,False,False,False,False,False,False,False,FALSE,FALSE
7285,Management Analysts,"Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.",c1aa14eb-565c-4121-9e52-35bc7aec88f5,2025/2/20,Novice,3,2,2,2,1,False,True,False,False,False,False,3,2,4,2,2,False,False,False,False,False,False,False,,FALSE
5314,Information Security Analysts,"Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.",e50ffa47-9c96-433a-ae73-3b4c441bdc18,2025/2/20,Average,3,1,1,1,2,False,True,False,True,True,False,1,1,4,3,4,False,False,False,False,False,False,False,,FALSE
5322,Information Security Analysts,"Document computer security and emergency measures policies, procedures, and tests.",e50ffa47-9c96-433a-ae73-3b4c441bdc18,2025/2/20,Expert,5,2,4,4,1,True,True,False,False,False,True,1,1,2,3,1,False,False,False,False,False,False,False,,FALSE
5319,Information Security Analysts,Monitor use of data files and regulate access to safeguard information in computer files.,e50ffa47-9c96-433a-ae73-3b4c441bdc18,2025/2/20,Average,5,1,1,1,1,False,True,True,False,False,True,1,2,5,5,3,False,False,False,False,False,False,False,,FALSE
20281,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Create, maintain, and enter information into databases.",fc0faa7e-d981-4b69-830c-45afe8dcd201,2025/2/20,Average,5,1,1,1,1,True,True,False,True,False,True,1,3,3,5,1,False,False,False,False,False,False,False,,FALSE
20280,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Use computers for various applications, such as database management or word processing.",fc0faa7e-d981-4b69-830c-45afe8dcd201,2025/2/20,Average,2,1,1,1,1,False,False,False,False,False,False,1,1,2,1,3,False,False,False,False,False,False,False,FALSE,FALSE
20282,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Set up and manage paper or electronic filing systems, recording information, updating paperwork, or maintaining documents, such as attendance records, correspondence, or other material.",fc0faa7e-d981-4b69-830c-45afe8dcd201,2025/2/20,Average,5,3,3,1,1,True,True,True,True,True,True,1,3,4,5,4,False,False,False,False,False,False,False,,FALSE
2813,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Operate electronic mail systems and coordinate the flow of information, internally or with other organizations.",fc0faa7e-d981-4b69-830c-45afe8dcd201,2025/2/20,Average,4,2,1,1,1,True,True,True,True,True,True,1,5,5,5,5,False,False,False,False,False,False,False,,FALSE
2801,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Schedule and confirm appointments for clients, customers, or supervisors.",fc0faa7e-d981-4b69-830c-45afe8dcd201,2025/2/20,Average,5,1,1,1,1,True,True,True,True,True,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
2800,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Maintain scheduling and event calendars.,fc0faa7e-d981-4b69-830c-45afe8dcd201,2025/2/20,Average,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
20284,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.",fc0faa7e-d981-4b69-830c-45afe8dcd201,2025/2/20,Average,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
2795,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Complete forms in accordance with company procedures.,fc0faa7e-d981-4b69-830c-45afe8dcd201,2025/2/20,Average,3,1,1,1,1,True,True,True,True,True,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
2793,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Locate and attach appropriate files to incoming correspondence requiring replies.,fc0faa7e-d981-4b69-830c-45afe8dcd201,2025/2/20,Average,2,1,1,1,2,False,False,False,False,False,False,1,2,2,2,3,False,False,False,False,False,False,False,FALSE,FALSE
18866,Human Resources Specialists,"Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.",5426390f-9586-4078-a781-836978e00476,2025/2/20,Expert,3,1,1,1,1,True,False,False,False,False,False,3,1,1,1,2,False,False,False,False,False,False,False,,FALSE
18857,Human Resources Specialists,Contact job applicants to inform them of the status of their applications.,5426390f-9586-4078-a781-836978e00476,2025/2/20,Average,2,1,2,1,2,False,False,False,False,False,False,3,4,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
18853,Human Resources Specialists,Analyze employment-related data and prepare required reports.,5426390f-9586-4078-a781-836978e00476,2025/2/20,Average,2,2,2,1,3,False,False,False,False,False,False,2,1,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
18869,Human Resources Specialists,"Schedule or administer skill, intelligence, psychological, or drug tests for current or prospective employees.",5426390f-9586-4078-a781-836978e00476,2025/2/20,Novice,2,1,2,1,2,False,False,False,False,False,False,3,4,2,4,3,False,False,False,False,False,False,False,FALSE,FALSE
20281,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Create, maintain, and enter information into databases.",2e30c342-c775-4cc1-b23b-daea1e345600,2025/2/20,Average,4,3,2,2,2,True,True,False,False,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
20282,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Set up and manage paper or electronic filing systems, recording information, updating paperwork, or maintaining documents, such as attendance records, correspondence, or other material.",2e30c342-c775-4cc1-b23b-daea1e345600,2025/2/20,Average,3,2,2,1,2,True,False,False,False,False,False,2,3,1,1,4,False,False,False,False,False,False,False,,FALSE
2801,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Schedule and confirm appointments for clients, customers, or supervisors.",2e30c342-c775-4cc1-b23b-daea1e345600,2025/2/20,Average,4,2,2,1,2,True,True,False,False,False,False,1,4,2,1,4,False,False,False,False,False,False,False,,FALSE
2800,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Maintain scheduling and event calendars.,2e30c342-c775-4cc1-b23b-daea1e345600,2025/2/20,Average,2,2,2,1,3,False,False,False,False,False,False,1,2,2,2,3,False,False,False,False,False,False,False,FALSE,FALSE
2795,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Complete forms in accordance with company procedures.,2e30c342-c775-4cc1-b23b-daea1e345600,2025/2/20,Average,3,1,2,1,2,True,False,False,False,False,True,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
3589,Petroleum Engineers,"Evaluate findings to develop, design, or test equipment or processes.",f5705ff0-efc2-45b2-8f95-9190820f4b08,2025/2/25,Expert,4,3,5,1,4,True,False,True,False,False,True,4,4,3,5,4,False,True,True,True,True,False,False,,
3466,Computer Systems Analysts,"Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.",62cf3c63-3007-45a1-8225-37c03128ff36,2025/2/25,Novice,3,1,1,4,2,True,True,False,False,False,False,1,1,1,4,3,False,False,True,False,True,False,False,,
3474,Computer Systems Analysts,"Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.",62cf3c63-3007-45a1-8225-37c03128ff36,2025/2/25,Average,4,2,3,4,2,False,True,False,True,False,False,1,1,2,3,4,False,False,False,False,False,True,False,,
3968,Technical Writers,"Edit, standardize, or make changes to material prepared by other writers or establishment personnel.",bcbe308f-56fa-493b-8a34-28a54ff8d5ac,2025/2/25,Expert,4,1,3,4,4,True,False,False,False,False,True,1,4,2,4,3,False,False,True,True,True,True,False,,
18037,Regulatory Affairs Managers,"Review all regulatory agency submission materials to ensure timeliness, accuracy, comprehensiveness, or compliance with regulatory standards.",e1756843-1265-4ffc-86e9-5380a7a71a09,2025/2/25,Expert,1,1,5,1,5,False,False,False,False,False,False,1,2,5,5,5,False,True,True,True,True,True,True,FALSE,
18038,Regulatory Affairs Managers,Review materials such as marketing literature or user manuals to ensure that regulatory agency requirements are met.,e1756843-1265-4ffc-86e9-5380a7a71a09,2025/2/25,Average,2,1,5,2,1,False,False,False,False,False,False,1,2,4,5,4,False,True,True,False,True,True,True,FALSE,
3967,Technical Writers,Maintain records and files of work and revisions.,cf9bf5da-3dbd-41e3-b975-0e5bedb32af5,2025/2/25,Average,1,1,2,3,3,False,False,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
2587,Customer Service Representatives,Review insurance policy terms to determine whether a particular loss is covered by insurance.,c25fb73f-a4df-4580-a301-9bc6ba3a0d45,2025/2/25,Average,3,2,2,1,3,True,False,False,True,False,False,1,3,5,4,3,False,False,False,False,True,False,False,,
1285,Computer User Support Specialists,Oversee the daily performance of computer systems.,dd5d1693-8a51-4105-9b08-2875d2a17f6d,2025/2/26,Novice,2,3,2,4,4,False,False,False,False,False,False,1,2,3,3,3,False,False,True,False,True,False,True,FALSE,
1290,Computer User Support Specialists,"Develop training materials and procedures, or train users in the proper use of hardware or software.",dd5d1693-8a51-4105-9b08-2875d2a17f6d,2025/2/26,Novice,4,1,1,3,3,False,False,False,False,False,True,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
1283,Computer User Support Specialists,Enter commands and observe system functioning to verify correct operations and detect errors.,dd5d1693-8a51-4105-9b08-2875d2a17f6d,2025/2/26,Expert,2,4,4,5,4,False,False,False,False,False,False,3,3,4,4,3,False,False,True,True,True,False,False,FALSE,
1292,Computer User Support Specialists,"Prepare evaluations of software or hardware, and recommend improvements or upgrades.",dd5d1693-8a51-4105-9b08-2875d2a17f6d,2025/2/26,Novice,2,1,2,3,2,False,False,False,False,False,False,3,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1026,Purchasing Managers,Analyze market and delivery systems to assess present and future material availability.,1b9ddc68-31ec-4002-acd3-21d83da9fb18,2025/2/26,Average,1,2,3,2,3,False,False,False,False,False,False,1,2,3,3,5,False,True,True,False,True,True,False,FALSE,
21918,Architectural and Civil Drafters,"Draft plans and detailed drawings for structures, installations, and construction projects, such as highways, sewage disposal systems, and dikes, working from sketches or notes.",be6b8c09-3a16-4683-979b-f6f124236fe9,2025/2/26,Average,4,3,2,3,4,True,False,False,True,True,False,3,4,3,3,4,False,False,False,False,False,False,False,,
1780,Editors,"Verify facts, dates, and statistics, using standard reference sources.",6e65eccf-082a-4a7b-9d6a-54ad8f256744,2025/2/26,Average,3,2,1,3,2,True,False,False,True,False,True,3,2,3,3,3,False,True,False,True,False,True,False,,
1781,Editors,Review and approve proofs submitted by composing room prior to publication production.,6e65eccf-082a-4a7b-9d6a-54ad8f256744,2025/2/26,Novice,3,2,3,3,3,False,False,False,False,True,False,2,3,3,3,3,False,False,True,False,False,False,False,,
23316,Insurance Claims and Policy Processing Clerks,Transmit claims for payment or further investigation.,808c58a4-5331-4b2b-9de1-3c10e522c85c,2025/2/26,Expert,3,2,4,2,3,True,False,False,False,False,False,3,1,2,2,1,False,False,False,False,False,False,False,,FALSE
2805,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Conduct searches to find needed information, using such sources as the Internet.",fc0faa7e-d981-4b69-830c-45afe8dcd201,2025/2/20,Average,2,2,1,1,1,False,False,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
18859,Human Resources Specialists,Hire employees and process hiring-related paperwork.,5426390f-9586-4078-a781-836978e00476,2025/2/20,Expert,4,1,1,1,1,False,True,False,False,False,True,1,2,3,3,3,False,False,False,False,False,False,False,,FALSE
18868,Human Resources Specialists,Review employment applications and job orders to match applicants with job requirements.,5426390f-9586-4078-a781-836978e00476,2025/2/20,Expert,3,2,2,1,3,False,True,False,False,False,True,1,1,2,3,4,False,False,False,False,False,False,False,,FALSE
18860,Human Resources Specialists,"Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.",5426390f-9586-4078-a781-836978e00476,2025/2/20,Expert,2,2,3,1,4,False,False,False,False,False,False,3,5,3,4,1,False,False,False,False,False,False,False,FALSE,FALSE
18865,Human Resources Specialists,"Perform searches for qualified job candidates, using sources such as computer databases, networking, Internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.",5426390f-9586-4078-a781-836978e00476,2025/2/20,Novice,4,1,2,1,1,False,False,False,False,True,True,1,1,2,3,4,False,False,False,False,False,False,False,,FALSE
21097,Human Resources Specialists,Administer employee benefit plans.,5426390f-9586-4078-a781-836978e00476,2025/2/20,Average,2,1,2,1,2,False,False,False,False,False,False,1,4,3,4,3,False,False,False,False,False,False,False,FALSE,FALSE
2813,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Operate electronic mail systems and coordinate the flow of information, internally or with other organizations.",2e30c342-c775-4cc1-b23b-daea1e345600,2025/2/20,Average,2,1,2,1,3,False,False,False,False,False,False,1,4,2,1,4,False,False,False,False,False,False,False,FALSE,FALSE
5316,Information Security Analysts,Monitor current reports of computer viruses to determine when to update virus protection systems.,cac6b867-ca58-4422-aab4-c9136de43d8e,2025/2/20,Expert,4,1,3,2,3,True,False,True,False,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
5317,Information Security Analysts,"Modify computer security files to incorporate new software, correct errors, or change individual access status.",cac6b867-ca58-4422-aab4-c9136de43d8e,2025/2/20,Expert,3,3,4,2,4,True,False,False,False,False,False,1,2,2,4,4,False,False,False,False,False,False,False,,FALSE
5322,Information Security Analysts,"Document computer security and emergency measures policies, procedures, and tests.",cac6b867-ca58-4422-aab4-c9136de43d8e,2025/2/20,Expert,3,4,5,4,3,False,True,True,True,True,False,1,2,5,4,4,False,False,False,False,False,False,False,,FALSE
5319,Information Security Analysts,Monitor use of data files and regulate access to safeguard information in computer files.,cac6b867-ca58-4422-aab4-c9136de43d8e,2025/2/20,Expert,5,2,2,1,2,True,True,True,False,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
1288,Computer User Support Specialists,"Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.",5beed6d3-586a-454e-8302-ebf5471e23bd,2025/2/20,Average,3,1,2,1,2,True,True,False,True,False,False,1,4,4,4,3,False,False,False,False,False,False,False,,FALSE
1292,Computer User Support Specialists,"Prepare evaluations of software or hardware, and recommend improvements or upgrades.",5beed6d3-586a-454e-8302-ebf5471e23bd,2025/2/20,Average,3,1,2,2,2,True,True,False,False,False,False,1,2,3,4,2,False,False,False,False,False,False,False,,FALSE
20281,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Create, maintain, and enter information into databases.",66cfe545-352d-4366-a42d-bc47ee6fe526,2025/2/20,Average,2,4,4,5,4,False,False,False,False,False,False,5,5,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
20280,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Use computers for various applications, such as database management or word processing.",66cfe545-352d-4366-a42d-bc47ee6fe526,2025/2/20,Average,1,2,2,5,4,False,False,False,False,False,False,4,5,4,5,5,False,False,False,False,False,False,False,FALSE,FALSE
20282,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Set up and manage paper or electronic filing systems, recording information, updating paperwork, or maintaining documents, such as attendance records, correspondence, or other material.",66cfe545-352d-4366-a42d-bc47ee6fe526,2025/2/20,Expert,1,4,4,5,3,False,False,False,False,False,False,5,5,3,5,4,False,False,False,False,False,False,False,FALSE,FALSE
2801,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Schedule and confirm appointments for clients, customers, or supervisors.",66cfe545-352d-4366-a42d-bc47ee6fe526,2025/2/20,Expert,1,5,5,5,5,False,False,False,False,False,False,5,5,5,5,5,False,False,False,False,False,False,False,FALSE,FALSE
2793,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Locate and attach appropriate files to incoming correspondence requiring replies.,66cfe545-352d-4366-a42d-bc47ee6fe526,2025/2/20,Expert,1,4,4,5,4,False,False,False,False,False,False,5,4,4,5,4,False,False,False,False,False,False,False,FALSE,FALSE
2805,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Conduct searches to find needed information, using such sources as the Internet.",66cfe545-352d-4366-a42d-bc47ee6fe526,2025/2/20,Average,1,2,3,3,3,False,False,False,False,False,False,4,5,3,5,4,False,False,False,False,False,False,False,FALSE,FALSE
2806,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Provide services to customers, such as order placement or account information.",66cfe545-352d-4366-a42d-bc47ee6fe526,2025/2/20,Expert,1,4,4,5,4,False,False,False,False,False,False,5,5,4,5,5,False,False,False,False,False,False,False,FALSE,FALSE
18866,Human Resources Specialists,"Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.",f5aec762-17a1-423c-85b4-b4be451ee4a2,2025/2/20,Average,2,2,1,2,2,False,False,False,False,False,False,2,2,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
18868,Human Resources Specialists,Review employment applications and job orders to match applicants with job requirements.,f5aec762-17a1-423c-85b4-b4be451ee4a2,2025/2/20,Average,2,2,3,2,2,False,False,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
18860,Human Resources Specialists,"Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.",f5aec762-17a1-423c-85b4-b4be451ee4a2,2025/2/20,Novice,1,1,1,2,2,False,False,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
18853,Human Resources Specialists,Analyze employment-related data and prepare required reports.,f5aec762-17a1-423c-85b4-b4be451ee4a2,2025/2/20,Average,2,1,2,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
21097,Human Resources Specialists,Administer employee benefit plans.,f5aec762-17a1-423c-85b4-b4be451ee4a2,2025/2/20,Average,1,1,1,2,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
18869,Human Resources Specialists,"Schedule or administer skill, intelligence, psychological, or drug tests for current or prospective employees.",f5aec762-17a1-423c-85b4-b4be451ee4a2,2025/2/20,Novice,1,2,1,1,1,False,False,False,False,False,False,1,2,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
18855,Human Resources Specialists,Conduct reference or background checks on job applicants.,f5aec762-17a1-423c-85b4-b4be451ee4a2,2025/2/20,Novice,1,2,1,1,2,False,False,False,False,False,False,1,2,2,1,1,False,False,False,False,False,False,False,FALSE,FALSE
18876,Human Resources Specialists,"Review and evaluate applicant qualifications or eligibility for specified licensing, according to established guidelines and designated licensing codes.",f5aec762-17a1-423c-85b4-b4be451ee4a2,2025/2/20,Average,1,1,1,2,1,False,False,False,False,False,False,2,1,2,1,1,False,False,False,False,False,False,False,FALSE,FALSE
14707,Web Developers,Write supporting code for Web applications or Web sites.,7b82ae62-d509-4f7d-9b60-01cf3fa53c7d,2025/2/20,Novice,2,3,5,3,3,False,False,False,False,False,False,1,2,2,2,3,False,False,False,False,False,False,False,FALSE,FALSE
14694,Web Developers,"Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",7b82ae62-d509-4f7d-9b60-01cf3fa53c7d,2025/2/20,Average,2,4,5,3,4,False,False,False,False,False,False,1,4,3,3,4,False,False,False,False,False,False,False,FALSE,FALSE
14698,Web Developers,Back up files from Web sites to local directories for instant recovery in case of problems.,7b82ae62-d509-4f7d-9b60-01cf3fa53c7d,2025/2/20,Average,4,1,2,1,1,True,True,False,False,False,True,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
14700,Web Developers,"Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.",7b82ae62-d509-4f7d-9b60-01cf3fa53c7d,2025/2/20,Average,4,2,5,3,2,True,False,True,False,True,False,1,3,3,3,3,False,False,False,False,False,False,False,,FALSE
14695,Web Developers,Perform or direct Web site updates.,7b82ae62-d509-4f7d-9b60-01cf3fa53c7d,2025/2/20,Expert,1,1,4,3,4,False,False,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
14713,Web Developers,"Respond to user email inquiries, or set up automated systems to send responses.",7b82ae62-d509-4f7d-9b60-01cf3fa53c7d,2025/2/20,Expert,2,1,2,2,3,False,False,False,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
14708,Web Developers,Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.,7b82ae62-d509-4f7d-9b60-01cf3fa53c7d,2025/2/20,Average,2,2,2,2,2,False,False,False,False,False,False,1,3,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
14719,Web Developers,Recommend and implement performance improvements.,7b82ae62-d509-4f7d-9b60-01cf3fa53c7d,2025/2/20,Novice,4,1,2,1,1,False,False,True,False,True,True,1,1,2,3,3,False,False,False,False,False,False,False,,FALSE
14722,Web Developers,"Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.",7b82ae62-d509-4f7d-9b60-01cf3fa53c7d,2025/2/20,Average,4,1,1,2,1,True,True,False,False,False,False,1,2,2,3,3,False,False,False,False,False,False,False,,FALSE
14723,Web Developers,Monitor security system performance logs to identify problems and notify security specialists when problems occur.,7b82ae62-d509-4f7d-9b60-01cf3fa53c7d,2025/2/20,Average,5,1,2,1,1,True,False,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
20058,"Business Teachers, Postsecondary",Develop and maintain course Web sites.,49d725b2-50c8-40ae-9371-c2b09fc26942,2025/2/20,Expert,2,4,2,3,3,False,False,False,False,False,False,3,3,2,3,4,False,False,False,False,False,False,False,FALSE,FALSE
1021,Purchasing Managers,"Locate vendors of materials, equipment or supplies, and interview them to determine product availability and terms of sales.",609703f3-de1c-4e32-9a71-339a4ade51ac,2025/2/20,Expert,2,3,3,1,3,False,False,False,False,False,False,4,4,4,5,4,False,False,False,False,False,False,False,FALSE,FALSE
1022,Purchasing Managers,Prepare and process requisitions and purchase orders for supplies and equipment.,609703f3-de1c-4e32-9a71-339a4ade51ac,2025/2/20,Average,2,2,2,3,2,False,False,False,False,False,False,3,3,3,3,3,False,False,False,False,False,False,False,FALSE,FALSE
1025,Purchasing Managers,Review purchase order claims and contracts for conformance to company policy.,609703f3-de1c-4e32-9a71-339a4ade51ac,2025/2/20,Average,2,1,1,2,2,False,False,False,False,False,False,2,3,2,3,3,False,False,False,False,False,False,False,FALSE,FALSE
1035,Purchasing Managers,Administer online purchasing systems.,609703f3-de1c-4e32-9a71-339a4ade51ac,2025/2/20,Expert,3,2,2,3,2,True,False,False,False,False,True,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
1020,Purchasing Managers,Maintain records of goods ordered and received.,609703f3-de1c-4e32-9a71-339a4ade51ac,2025/2/20,Expert,3,1,2,2,2,True,True,True,False,False,False,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
1026,Purchasing Managers,Analyze market and delivery systems to assess present and future material availability.,609703f3-de1c-4e32-9a71-339a4ade51ac,2025/2/20,Average,3,1,2,2,1,True,True,False,False,False,False,1,1,2,2,1,False,False,False,False,False,False,False,,FALSE
3465,Computer Systems Analysts,"Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",c1672ba2-0cee-4f04-bc07-cd385d6c895d,2025/2/20,Average,2,1,1,1,3,False,False,False,False,False,False,2,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
20950,Computer Systems Analysts,Troubleshoot program and system malfunctions to restore normal functioning.,c1672ba2-0cee-4f04-bc07-cd385d6c895d,2025/2/20,Average,1,1,1,1,1,False,False,False,False,False,False,2,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
3480,Computer Systems Analysts,"Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.",c1672ba2-0cee-4f04-bc07-cd385d6c895d,2025/2/20,Average,2,2,3,1,3,False,False,False,False,False,False,1,4,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
985,Human Resources Managers,"Provide current and prospective employees with information about policies, job duties, working conditions, wages, opportunities for promotion, and employee benefits.",509038c7-0849-452c-9015-28dcf55edcbb,2025/2/20,Expert,5,4,4,2,4,True,False,True,False,False,True,1,3,3,2,3,False,False,False,False,False,False,False,,FALSE
3465,Computer Systems Analysts,"Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",7244fcfe-9792-4f6a-84dd-29ce048d9889,2025/2/24,Expert,2,2,4,3,3,False,False,False,False,False,False,2,2,3,3,4,False,True,False,True,False,False,True,FALSE,
20950,Computer Systems Analysts,Troubleshoot program and system malfunctions to restore normal functioning.,7244fcfe-9792-4f6a-84dd-29ce048d9889,2025/2/24,Average,1,3,2,2,3,False,False,False,False,False,False,4,4,2,3,3,False,False,True,True,False,True,False,FALSE,
3470,Computer Systems Analysts,Expand or modify system to serve new purposes or improve work flow.,7244fcfe-9792-4f6a-84dd-29ce048d9889,2025/2/24,Expert,1,1,2,2,3,False,False,False,False,False,False,3,2,2,4,4,True,False,False,True,False,True,False,FALSE,
3482,Computer Systems Analysts,"Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",7244fcfe-9792-4f6a-84dd-29ce048d9889,2025/2/24,Expert,2,2,4,2,4,False,False,False,False,False,False,1,4,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
3466,Computer Systems Analysts,"Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.",7244fcfe-9792-4f6a-84dd-29ce048d9889,2025/2/24,Average,1,1,1,1,4,False,False,False,False,False,False,3,3,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
3478,Computer Systems Analysts,"Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.",7244fcfe-9792-4f6a-84dd-29ce048d9889,2025/2/24,Expert,4,4,3,4,3,True,False,True,False,True,False,4,2,2,4,4,False,True,True,False,False,True,False,,
3480,Computer Systems Analysts,"Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.",7244fcfe-9792-4f6a-84dd-29ce048d9889,2025/2/24,Expert,3,2,1,3,3,True,False,True,False,True,False,1,2,2,2,4,False,True,False,False,True,False,True,,
3474,Computer Systems Analysts,"Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.",7244fcfe-9792-4f6a-84dd-29ce048d9889,2025/2/24,Average,3,3,1,1,2,True,False,True,True,False,False,1,3,2,1,3,True,False,False,True,True,False,False,,
3484,Computer Systems Analysts,Specify inputs accessed by the system and plan the distribution and use of the results.,7244fcfe-9792-4f6a-84dd-29ce048d9889,2025/2/24,Average,4,1,3,2,3,True,False,True,True,False,False,2,3,3,2,4,False,True,True,True,False,False,False,,
1780,Editors,"Verify facts, dates, and statistics, using standard reference sources.",aadb2a0d-8921-44a9-a78e-2fb27311dde6,2025/2/24,Novice,2,2,1,3,1,False,False,False,False,False,False,3,3,4,2,1,False,False,False,False,False,False,False,FALSE,FALSE
1776,Editors,"Prepare, rewrite and edit copy to improve readability, or supervise others who do this work.",aadb2a0d-8921-44a9-a78e-2fb27311dde6,2025/2/24,Novice,3,1,1,2,2,False,True,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,,FALSE
21097,Human Resources Specialists,Administer employee benefit plans.,c6aa4f2f-e5cc-4b30-8227-244a0b665698,2025/2/25,Novice,1,1,1,1,1,False,False,False,False,False,False,2,1,1,2,1,False,False,False,False,False,False,False,FALSE,FALSE
1282,Computer User Support Specialists,Answer user inquiries regarding computer software or hardware operation to resolve problems.,6d3e3310-ef4c-4e4f-97cb-74b545f8552d,2025/2/24,Expert,3,4,5,2,3,True,False,False,True,True,False,1,2,2,4,3,False,True,True,True,True,True,False,,
1285,Computer User Support Specialists,Oversee the daily performance of computer systems.,6d3e3310-ef4c-4e4f-97cb-74b545f8552d,2025/2/24,Expert,4,2,3,1,3,True,True,True,False,False,True,2,2,3,5,2,False,False,False,False,False,False,False,,FALSE
1288,Computer User Support Specialists,"Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.",6d3e3310-ef4c-4e4f-97cb-74b545f8552d,2025/2/24,Expert,3,4,5,2,3,False,True,True,True,True,False,1,3,2,5,3,False,True,True,True,True,True,False,,
1290,Computer User Support Specialists,"Develop training materials and procedures, or train users in the proper use of hardware or software.",6d3e3310-ef4c-4e4f-97cb-74b545f8552d,2025/2/24,Average,5,1,2,1,1,True,True,False,True,True,True,2,4,1,5,2,False,False,False,False,False,False,False,,FALSE
1287,Computer User Support Specialists,"Maintain records of daily data communication transactions, problems and remedial actions taken, or installation activities.",6d3e3310-ef4c-4e4f-97cb-74b545f8552d,2025/2/24,Expert,4,4,5,1,2,True,True,False,True,False,True,1,2,1,4,4,False,False,True,True,True,True,False,,
2589,Customer Service Representatives,Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.,3592bfd4-e0c2-4bb9-9b34-d300e5f1160e,2025/2/24,Average,2,2,2,1,4,False,False,False,False,False,False,4,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
2591,Customer Service Representatives,"Recommend improvements in products, packaging, shipping, service, or billing methods and procedures to prevent future problems.",3592bfd4-e0c2-4bb9-9b34-d300e5f1160e,2025/2/24,Expert,1,3,3,1,5,False,False,False,False,False,False,3,2,2,3,1,False,False,False,False,False,False,False,FALSE,FALSE
22082,Mechanical Engineering Technologists and Technicians,"Interpret engineering sketches, specifications, or drawings.",be8450e7-998b-44bd-ab48-f35102944368,2025/2/25,Novice,1,2,1,2,3,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1486,Mechanical Engineering Technologists and Technicians,"Record test procedures and results, numerical and graphical data, and recommendations for changes in product or test methods.",be8450e7-998b-44bd-ab48-f35102944368,2025/2/25,Novice,1,2,2,4,3,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
3465,Computer Systems Analysts,"Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",de7d26af-62e0-46e5-881a-166cb7ffdc19,2025/2/25,Average,2,1,2,1,2,False,False,False,False,False,False,1,2,2,4,3,False,False,False,False,True,True,False,FALSE,
20950,Computer Systems Analysts,Troubleshoot program and system malfunctions to restore normal functioning.,de7d26af-62e0-46e5-881a-166cb7ffdc19,2025/2/25,Expert,2,3,4,4,5,False,False,False,False,False,False,1,2,3,5,4,False,True,True,False,True,True,False,FALSE,
3470,Computer Systems Analysts,Expand or modify system to serve new purposes or improve work flow.,de7d26af-62e0-46e5-881a-166cb7ffdc19,2025/2/25,Novice,3,1,2,2,2,True,False,False,False,False,True,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
3466,Computer Systems Analysts,"Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.",de7d26af-62e0-46e5-881a-166cb7ffdc19,2025/2/25,Average,2,2,3,3,3,False,False,False,False,False,False,1,1,2,4,3,False,False,False,False,True,False,False,FALSE,
3478,Computer Systems Analysts,"Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.",de7d26af-62e0-46e5-881a-166cb7ffdc19,2025/2/25,Expert,2,3,5,4,5,False,False,False,False,False,False,1,1,3,4,4,False,True,True,False,True,True,False,FALSE,
3480,Computer Systems Analysts,"Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.",de7d26af-62e0-46e5-881a-166cb7ffdc19,2025/2/25,Average,3,1,3,2,3,True,False,True,False,False,True,1,1,1,4,2,False,False,False,False,False,False,False,,FALSE
21917,Architectural and Civil Drafters,"Produce drawings, using computer-assisted drafting systems (CAD) or drafting machines, or by hand, using compasses, dividers, protractors, triangles, and other drafting devices.",16ca2778-7d3e-49e4-b09a-72f18eceb374,2025/2/25,Novice,5,1,2,1,1,False,True,False,True,True,False,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
21926,Architectural and Civil Drafters,"Draw rough and detailed scale plans for foundations, buildings, and structures, based on preliminary concepts, sketches, engineering calculations, specification sheets, and other data.",16ca2778-7d3e-49e4-b09a-72f18eceb374,2025/2/25,Novice,5,2,2,1,1,True,True,False,True,True,False,2,1,1,2,1,False,False,False,False,False,False,False,,FALSE
18859,Human Resources Specialists,Hire employees and process hiring-related paperwork.,5d6d7273-430e-4feb-ba4a-6504ef568ce8,2025/2/25,Average,3,1,1,4,1,True,True,True,False,False,False,1,2,1,3,3,False,False,True,True,False,True,False,,
18868,Human Resources Specialists,Review employment applications and job orders to match applicants with job requirements.,5d6d7273-430e-4feb-ba4a-6504ef568ce8,2025/2/25,Expert,2,2,3,3,2,False,False,False,False,False,False,1,4,4,3,4,False,True,True,True,True,True,True,FALSE,
18860,Human Resources Specialists,"Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.",5d6d7273-430e-4feb-ba4a-6504ef568ce8,2025/2/25,Expert,1,1,2,1,3,False,False,False,False,False,False,2,3,3,4,3,False,False,True,True,True,True,False,FALSE,
18857,Human Resources Specialists,Contact job applicants to inform them of the status of their applications.,5d6d7273-430e-4feb-ba4a-6504ef568ce8,2025/2/25,Expert,2,1,2,2,3,False,False,False,False,False,False,1,3,2,3,3,False,False,True,True,False,False,True,FALSE,
18865,Human Resources Specialists,"Perform searches for qualified job candidates, using sources such as computer databases, networking, Internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.",5d6d7273-430e-4feb-ba4a-6504ef568ce8,2025/2/25,Expert,4,2,3,2,3,True,True,False,False,False,False,2,3,2,3,3,True,False,False,False,False,True,True,,
18853,Human Resources Specialists,Analyze employment-related data and prepare required reports.,5d6d7273-430e-4feb-ba4a-6504ef568ce8,2025/2/25,Average,3,1,2,1,3,False,False,False,False,False,True,1,3,2,3,2,False,False,False,False,False,False,False,,FALSE
23313,Insurance Claims and Policy Processing Clerks,"Prepare insurance claim forms or related documents, and review them for completeness.",6e895f34-ec4a-4adb-9989-dbe4767e67f6,2025/2/25,Expert,3,4,4,2,2,False,True,False,True,False,False,3,4,4,3,4,False,False,False,False,False,False,False,,
23314,Insurance Claims and Policy Processing Clerks,Calculate amount of claim.,6e895f34-ec4a-4adb-9989-dbe4767e67f6,2025/2/25,Expert,2,4,4,2,1,False,False,False,False,False,False,3,3,3,2,3,False,False,False,False,False,False,False,FALSE,
23318,Insurance Claims and Policy Processing Clerks,Review insurance policy to determine coverage.,6e895f34-ec4a-4adb-9989-dbe4767e67f6,2025/2/25,Expert,2,3,4,2,3,False,False,False,False,False,False,2,2,3,4,4,False,False,False,False,False,False,False,FALSE,
23319,Insurance Claims and Policy Processing Clerks,Process and record new insurance policies and claims.,6e895f34-ec4a-4adb-9989-dbe4767e67f6,2025/2/25,Expert,3,3,4,2,3,False,True,False,True,False,False,4,4,3,3,4,False,False,False,False,False,False,False,,
23322,Insurance Claims and Policy Processing Clerks,Correspond with insured or agent to obtain information or to inform them of account status or changes.,6e895f34-ec4a-4adb-9989-dbe4767e67f6,2025/2/25,Expert,2,3,4,2,2,False,False,False,False,False,False,3,2,3,2,3,False,False,False,False,False,False,False,FALSE,
23325,Insurance Claims and Policy Processing Clerks,"Examine letters from policyholders or agents, original insurance applications, and other company documents to determine if changes are needed and effects of changes.",6e895f34-ec4a-4adb-9989-dbe4767e67f6,2025/2/25,Expert,2,3,3,2,3,False,False,False,False,False,False,2,3,1,3,3,False,False,False,False,False,False,False,FALSE,
1285,Computer User Support Specialists,Oversee the daily performance of computer systems.,a0736564-37d1-4f2e-82e8-a31edd4fd58b,2025/3/9,Average,3,2,5,2,3,True,False,True,False,False,True,1,3,3,5,3,False,True,False,True,False,True,False,,
1282,Computer User Support Specialists,Answer user inquiries regarding computer software or hardware operation to resolve problems.,72587606-2c05-4592-9b98-71017b8b789b,2025/2/25,Average,5,1,1,2,1,True,True,False,False,False,True,3,2,1,4,1,False,False,False,False,False,False,False,,FALSE
1283,Computer User Support Specialists,Enter commands and observe system functioning to verify correct operations and detect errors.,72587606-2c05-4592-9b98-71017b8b789b,2025/2/25,Average,4,2,4,5,1,False,True,False,True,False,False,1,4,2,1,2,False,False,False,False,False,False,False,,FALSE
1292,Computer User Support Specialists,"Prepare evaluations of software or hardware, and recommend improvements or upgrades.",72587606-2c05-4592-9b98-71017b8b789b,2025/2/25,Average,5,1,1,1,2,True,True,False,False,False,True,4,3,2,3,1,False,False,False,False,False,False,False,,FALSE
12301,Power Distributors and Dispatchers,"Control, monitor, or operate equipment that regulates or distributes electricity or steam, using data obtained from instruments or computers.",e3965af2-0703-491f-9127-cc2dfaa38b7f,2025/2/25,Average,5,3,4,5,4,True,True,True,False,False,True,4,4,4,4,5,True,False,False,False,False,False,True,,
15612,Clinical Research Coordinators,"Schedule subjects for appointments, procedures, or inpatient stays as required by study protocols.",44236450-c649-4a27-a4fc-ba7e234dfd3d,2025/2/25,Average,3,3,2,1,2,True,False,True,False,False,False,2,4,3,4,3,True,True,True,True,True,False,False,,
21917,Architectural and Civil Drafters,"Produce drawings, using computer-assisted drafting systems (CAD) or drafting machines, or by hand, using compasses, dividers, protractors, triangles, and other drafting devices.",6f48456c-51e4-4e12-9f91-ac01531ac8d5,2025/2/25,Expert,5,5,5,3,5,True,False,True,True,False,False,4,4,4,3,1,False,False,False,False,False,False,False,,FALSE
21918,Architectural and Civil Drafters,"Draft plans and detailed drawings for structures, installations, and construction projects, such as highways, sewage disposal systems, and dikes, working from sketches or notes.",6f48456c-51e4-4e12-9f91-ac01531ac8d5,2025/2/25,Expert,4,4,4,4,3,True,True,True,False,True,False,4,4,3,2,1,False,False,False,False,False,False,False,,FALSE
21919,Architectural and Civil Drafters,"Coordinate structural, electrical, and mechanical designs and determine a method of presentation to graphically represent building plans.",6f48456c-51e4-4e12-9f91-ac01531ac8d5,2025/2/25,Expert,3,3,2,3,3,False,True,True,True,False,False,2,2,4,4,3,False,False,True,False,False,False,True,,
21920,Architectural and Civil Drafters,"Analyze building codes, by-laws, space and site requirements, and other technical documents and reports to determine their effect on architectural designs.",6f48456c-51e4-4e12-9f91-ac01531ac8d5,2025/2/25,Average,3,3,4,4,4,False,False,True,False,False,True,4,4,5,5,4,False,True,True,False,True,False,True,,
21921,Architectural and Civil Drafters,"Draw maps, diagrams, and profiles, using cross-sections and surveys, to represent elevations, topographical contours, subsurface formations, and structures.",6f48456c-51e4-4e12-9f91-ac01531ac8d5,2025/2/25,Expert,4,4,4,4,4,True,False,True,True,False,True,4,4,3,4,2,False,False,False,False,False,False,False,,FALSE
21922,Architectural and Civil Drafters,"Lay out and plan interior room arrangements for commercial buildings, using computer-assisted drafting (CAD) equipment and software.",6f48456c-51e4-4e12-9f91-ac01531ac8d5,2025/2/25,Expert,3,4,4,3,3,True,False,True,True,False,False,4,5,5,3,1,False,False,False,False,False,False,False,,FALSE
21924,Architectural and Civil Drafters,"Determine the order of work and method of presentation, such as orthographic or isometric drawing.",6f48456c-51e4-4e12-9f91-ac01531ac8d5,2025/2/25,Expert,5,4,4,4,4,False,False,False,False,False,False,4,4,2,4,4,True,False,False,False,True,True,True,,
21926,Architectural and Civil Drafters,"Draw rough and detailed scale plans for foundations, buildings, and structures, based on preliminary concepts, sketches, engineering calculations, specification sheets, and other data.",6f48456c-51e4-4e12-9f91-ac01531ac8d5,2025/2/25,Average,5,4,4,5,5,False,False,True,True,False,True,4,4,3,4,3,True,True,False,True,False,True,True,,
21928,Architectural and Civil Drafters,Check dimensions of materials to be used and assign numbers to lists of materials.,6f48456c-51e4-4e12-9f91-ac01531ac8d5,2025/2/25,Average,5,3,2,1,5,False,False,False,True,True,False,3,3,3,3,5,False,False,False,False,False,True,True,,
1033,Purchasing Managers,Prepare bid awards requiring board approval.,0b30e53f-89a8-483d-8966-8e0980e9c0f8,2025/2/25,Average,4,1,3,1,3,True,False,True,False,False,True,1,2,2,3,3,False,True,False,False,True,False,False,,
1021,Purchasing Managers,"Locate vendors of materials, equipment or supplies, and interview them to determine product availability and terms of sales.",0b30e53f-89a8-483d-8966-8e0980e9c0f8,2025/2/25,Expert,2,2,3,3,3,False,False,False,False,False,False,3,3,3,3,3,False,True,True,True,False,True,False,FALSE,
1022,Purchasing Managers,Prepare and process requisitions and purchase orders for supplies and equipment.,0b30e53f-89a8-483d-8966-8e0980e9c0f8,2025/2/25,Expert,3,2,4,3,3,True,True,False,False,False,True,4,1,3,2,4,True,False,True,False,True,False,False,,
1031,Purchasing Managers,"Review, evaluate, and approve specifications for issuing and awarding bids.",0b30e53f-89a8-483d-8966-8e0980e9c0f8,2025/2/25,Expert,3,2,4,3,3,False,True,False,False,False,True,1,2,3,4,3,False,True,True,False,True,True,False,,
1025,Purchasing Managers,Review purchase order claims and contracts for conformance to company policy.,0b30e53f-89a8-483d-8966-8e0980e9c0f8,2025/2/25,Expert,4,1,4,2,2,True,True,False,False,False,True,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
1035,Purchasing Managers,Administer online purchasing systems.,0b30e53f-89a8-483d-8966-8e0980e9c0f8,2025/2/25,Expert,2,2,3,3,3,False,False,False,False,False,False,1,3,3,4,3,False,False,True,False,True,False,False,FALSE,
1020,Purchasing Managers,Maintain records of goods ordered and received.,0b30e53f-89a8-483d-8966-8e0980e9c0f8,2025/2/25,Expert,4,1,4,1,2,True,False,False,False,False,True,2,1,2,3,2,False,False,False,False,False,False,False,,FALSE
1026,Purchasing Managers,Analyze market and delivery systems to assess present and future material availability.,0b30e53f-89a8-483d-8966-8e0980e9c0f8,2025/2/25,Expert,3,1,3,2,3,True,False,False,False,False,True,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
3966,Technical Writers,"Organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.",1ab004fc-1c29-4c0c-aac3-11505fa2c4e8,2025/2/25,Expert,3,4,5,2,4,True,True,True,False,False,True,1,3,2,4,3,False,True,False,False,True,False,False,,
3967,Technical Writers,Maintain records and files of work and revisions.,1ab004fc-1c29-4c0c-aac3-11505fa2c4e8,2025/2/25,Expert,5,3,4,1,2,True,False,False,False,False,True,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
20243,Technical Writers,Develop or maintain online help documentation.,1ab004fc-1c29-4c0c-aac3-11505fa2c4e8,2025/2/25,Average,3,4,5,2,4,True,False,True,False,False,False,1,3,2,4,3,False,True,True,True,True,True,False,,
3975,Technical Writers,"Arrange for typing, duplication, and distribution of material.",1ab004fc-1c29-4c0c-aac3-11505fa2c4e8,2025/2/25,Average,5,2,2,1,1,True,False,True,True,False,False,2,2,1,1,1,False,False,False,False,False,False,False,,FALSE
5163,Proofreaders and Copy Markers,"Route proofs with marked corrections to authors, editors, typists, or typesetters for correction or reprinting.",724c4237-62af-442c-b61e-a4a3e727d49d,2025/2/25,Novice,1,2,3,1,2,False,False,False,False,False,False,1,2,3,1,2,False,False,False,False,False,False,False,FALSE,FALSE
1485,Mechanical Engineering Technologists and Technicians,Calculate required capacities for equipment of proposed system to obtain specified performance and submit data to engineering personnel for approval.,c74b5c5a-9e5a-4ebd-9d31-e6720d164094,2025/2/25,Novice,3,1,1,1,3,True,False,False,False,False,False,1,4,1,4,2,False,False,False,False,False,False,False,,FALSE
1486,Mechanical Engineering Technologists and Technicians,"Record test procedures and results, numerical and graphical data, and recommendations for changes in product or test methods.",c74b5c5a-9e5a-4ebd-9d31-e6720d164094,2025/2/25,Expert,2,2,4,1,4,False,False,False,False,False,False,2,4,3,5,3,False,True,False,False,False,False,False,FALSE,
3897,Media Technical Directors/Managers,Observe pictures through monitors and direct camera and video staff concerning shading and composition.,8e28affa-d7c5-4896-83f8-1ef3313600e7,2025/2/25,Average,1,2,4,4,5,False,False,False,False,False,False,5,5,3,4,3,True,True,True,True,True,True,False,FALSE,
3900,Media Technical Directors/Managers,Schedule use of studio and editing facilities for producers and engineering and maintenance staff.,8e28affa-d7c5-4896-83f8-1ef3313600e7,2025/2/25,Expert,4,1,3,1,1,True,False,False,True,False,False,1,4,2,2,1,False,False,False,False,False,False,False,,FALSE
3894,Media Technical Directors/Managers,"Direct technical aspects of newscasts and other productions, checking and switching between video sources and taking responsibility for the on-air product, including camera shots and graphics.",8e28affa-d7c5-4896-83f8-1ef3313600e7,2025/2/25,Expert,1,3,5,4,4,False,False,False,False,False,False,4,3,5,5,5,True,True,True,True,True,False,False,FALSE,
3905,Media Technical Directors/Managers,"Set up and execute video transitions and special effects, such as fades, dissolves, cuts, keys, and supers, using computers to manipulate pictures as necessary.",8e28affa-d7c5-4896-83f8-1ef3313600e7,2025/2/25,Expert,1,1,4,3,5,False,False,False,False,False,False,1,1,2,4,3,False,False,True,False,True,False,False,FALSE,
3896,Media Technical Directors/Managers,Monitor broadcasts to ensure that programs conform to station or network policies and regulations.,e435b679-7cf4-44c5-920f-2036cf311e26,2025/2/25,Expert,2,4,4,4,4,False,False,False,False,False,False,2,1,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
3905,Media Technical Directors/Managers,"Set up and execute video transitions and special effects, such as fades, dissolves, cuts, keys, and supers, using computers to manipulate pictures as necessary.",e435b679-7cf4-44c5-920f-2036cf311e26,2025/2/25,Expert,4,4,4,4,2,True,True,True,True,False,True,1,1,4,4,3,False,True,True,False,True,True,False,,
23314,Insurance Claims and Policy Processing Clerks,Calculate amount of claim.,a81a262c-6629-4601-aac3-2b099fde78ad,2025/2/25,Average,1,3,5,5,5,False,False,False,False,False,False,1,5,5,5,5,True,True,True,True,True,True,True,FALSE,
23316,Insurance Claims and Policy Processing Clerks,Transmit claims for payment or further investigation.,a81a262c-6629-4601-aac3-2b099fde78ad,2025/2/25,Average,1,5,5,5,5,False,False,False,False,False,False,3,5,5,5,5,True,True,True,True,True,True,True,FALSE,
23320,Insurance Claims and Policy Processing Clerks,"Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.",a81a262c-6629-4601-aac3-2b099fde78ad,2025/2/25,Expert,2,3,5,2,5,False,False,False,False,False,False,1,2,3,3,3,False,True,True,True,True,True,True,FALSE,
23329,Insurance Claims and Policy Processing Clerks,"Process, prepare, and submit business or government forms, such as submitting applications for coverage to insurance carriers.",a81a262c-6629-4601-aac3-2b099fde78ad,2025/2/25,Expert,1,3,5,5,5,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
18859,Human Resources Specialists,Hire employees and process hiring-related paperwork.,6a29d545-1587-4f51-aeac-aaa8556c9620,2025/2/25,Expert,3,1,3,1,4,True,True,True,False,False,True,1,2,5,5,5,False,True,False,True,False,True,False,,
18860,Human Resources Specialists,"Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.",6a29d545-1587-4f51-aeac-aaa8556c9620,2025/2/25,Average,2,2,2,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
18865,Human Resources Specialists,"Perform searches for qualified job candidates, using sources such as computer databases, networking, Internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.",6a29d545-1587-4f51-aeac-aaa8556c9620,2025/2/25,Average,3,4,4,1,4,True,False,False,False,False,False,1,1,3,3,4,False,True,False,False,False,False,False,,
3474,Computer Systems Analysts,"Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.",dde4ad2d-758a-4cf5-91c9-72782474aa8c,2025/2/25,Average,1,2,3,3,3,False,False,False,False,False,False,1,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
2822,Desktop Publishers,"Edit graphics and photos, using pixel or bitmap editing, airbrushing, masking, or image retouching.",e08c12d3-a822-42e3-8f50-d4afcde09c77,2025/2/25,Average,2,3,2,4,5,False,False,False,False,False,False,3,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
18866,Human Resources Specialists,"Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.",58e4356e-7fb1-42ad-813e-9a1d0315106f,2025/2/25,Average,2,3,4,4,3,False,False,False,False,False,False,2,4,4,4,3,False,True,True,True,True,True,True,FALSE,
18860,Human Resources Specialists,"Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.",58e4356e-7fb1-42ad-813e-9a1d0315106f,2025/2/25,Average,2,1,4,3,3,False,False,False,False,False,False,1,4,4,4,4,False,False,True,True,False,True,True,FALSE,
18855,Human Resources Specialists,Conduct reference or background checks on job applicants.,58e4356e-7fb1-42ad-813e-9a1d0315106f,2025/2/25,Average,3,1,4,3,4,True,False,True,False,False,True,2,3,4,4,5,False,True,True,True,True,False,True,,
1021,Purchasing Managers,"Locate vendors of materials, equipment or supplies, and interview them to determine product availability and terms of sales.",a912ce42-b642-404c-a82b-7161b6acde5f,2025/2/25,Average,2,1,3,1,2,False,False,False,False,False,False,1,3,3,4,3,False,False,True,True,False,False,False,FALSE,
1020,Purchasing Managers,Maintain records of goods ordered and received.,a912ce42-b642-404c-a82b-7161b6acde5f,2025/2/25,Expert,1,3,4,2,4,False,False,False,False,False,False,2,2,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
3482,Computer Systems Analysts,"Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",b22429d3-2fb5-4adb-bde7-13bdcc990a33,2025/2/25,Novice,2,1,1,2,3,False,False,False,False,False,False,1,3,4,3,4,False,True,True,True,True,True,True,FALSE,
15612,Clinical Research Coordinators,"Schedule subjects for appointments, procedures, or inpatient stays as required by study protocols.",421979cb-6575-42e8-b059-1065fba0f1c6,2025/2/25,Expert,1,2,2,3,5,False,False,False,False,False,False,3,5,3,5,4,True,True,True,True,False,False,True,FALSE,
15607,Clinical Research Coordinators,Communicate with laboratories or investigators regarding laboratory findings.,421979cb-6575-42e8-b059-1065fba0f1c6,2025/2/25,Expert,4,2,3,1,3,True,False,True,False,False,True,1,4,1,1,1,False,False,False,False,False,False,False,,FALSE
15458,Biofuels Production Managers,"Monitor meters, flow gauges, or other real-time data to ensure proper operation of biofuels production equipment, implementing corrective measures as needed.",887e36ef-8a94-4229-99c5-a0af4469020c,2025/2/25,Expert,4,4,4,4,4,True,False,True,False,False,False,4,4,4,4,4,False,False,False,True,False,False,False,,
15457,Biofuels Production Managers,Prepare and manage biofuels plant or unit budgets.,887e36ef-8a94-4229-99c5-a0af4469020c,2025/2/25,Expert,5,5,5,5,5,False,False,True,False,False,False,5,5,5,5,4,True,False,True,False,False,False,False,,
18935,Credit Counselors,Calculate clients' available monthly income to meet debt obligations.,78a9d9ae-930f-400b-8fa1-57db4fc46aa2,2025/2/25,Average,2,3,3,3,2,False,False,False,False,False,False,3,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
18938,Credit Counselors,"Explain services or policies to clients, such as debt management program rules, advantages and disadvantages of using services, or creditor concession policies.",78a9d9ae-930f-400b-8fa1-57db4fc46aa2,2025/2/25,Expert,1,3,3,3,3,False,False,False,False,False,False,1,3,2,3,3,False,True,False,True,False,False,True,FALSE,
18936,Credit Counselors,"Create debt management plans, spending plans, or budgets to assist clients to meet financial goals.",78a9d9ae-930f-400b-8fa1-57db4fc46aa2,2025/2/25,Expert,1,4,4,4,4,False,False,False,False,False,False,1,4,4,4,4,False,True,True,True,True,True,True,FALSE,
18943,Credit Counselors,"Prioritize client debt repayment to avoid dire consequences, such as bankruptcy or foreclosure or to reduce overall costs, such as by paying high-interest or short-term loans first.",78a9d9ae-930f-400b-8fa1-57db4fc46aa2,2025/2/25,Expert,1,4,4,1,3,False,False,False,False,False,False,1,4,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
18934,Credit Counselors,"Assess clients' overall financial situations by reviewing income, assets, debts, expenses, credit reports, or other financial information.",78a9d9ae-930f-400b-8fa1-57db4fc46aa2,2025/2/25,Average,1,3,3,1,3,False,False,False,False,False,False,1,4,4,4,3,False,False,False,True,False,True,True,FALSE,
18937,Credit Counselors,"Estimate time for debt repayment, given amount of debt, interest rates, and available funds.",78a9d9ae-930f-400b-8fa1-57db4fc46aa2,2025/2/25,Expert,1,2,3,1,3,False,False,False,False,False,False,1,4,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
18942,Credit Counselors,Prepare written documents to establish contracts with or communicate financial recommendations to clients.,78a9d9ae-930f-400b-8fa1-57db4fc46aa2,2025/2/25,Average,1,2,3,3,1,False,False,False,False,False,False,1,2,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
18940,Credit Counselors,"Maintain or update records of client account activity, including financial transactions, counseling session notes, correspondence, document images, or client inquiries.",78a9d9ae-930f-400b-8fa1-57db4fc46aa2,2025/2/25,Expert,1,3,4,2,3,False,False,False,False,False,False,1,3,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
18933,Credit Counselors,"Advise clients or respond to inquiries about financial matters in person or via phone, email, Web site, or Internet chat.",78a9d9ae-930f-400b-8fa1-57db4fc46aa2,2025/2/25,Expert,1,2,4,1,3,False,False,False,False,False,False,1,4,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
3900,Media Technical Directors/Managers,Schedule use of studio and editing facilities for producers and engineering and maintenance staff.,45986689-03e9-42a8-847f-2d9ef7b89e54,2025/2/26,Novice,4,1,2,1,1,True,True,False,False,False,False,1,5,3,2,3,False,False,False,True,False,False,False,,
3905,Media Technical Directors/Managers,"Set up and execute video transitions and special effects, such as fades, dissolves, cuts, keys, and supers, using computers to manipulate pictures as necessary.",45986689-03e9-42a8-847f-2d9ef7b89e54,2025/2/26,Average,2,3,3,2,3,False,False,False,False,False,False,1,2,2,4,5,False,True,True,True,True,True,True,FALSE,
21928,Architectural and Civil Drafters,Check dimensions of materials to be used and assign numbers to lists of materials.,be6b8c09-3a16-4683-979b-f6f124236fe9,2025/2/26,Expert,3,4,2,3,3,False,False,False,False,False,True,3,3,2,4,4,False,False,False,False,False,True,True,,
3906,Media Technical Directors/Managers,Collaborate with promotions directors to produce on-air station promotions.,e435b679-7cf4-44c5-920f-2036cf311e26,2025/2/25,Expert,2,2,3,3,3,False,False,False,False,False,False,2,4,3,3,3,False,True,False,True,True,False,True,FALSE,
23313,Insurance Claims and Policy Processing Clerks,"Prepare insurance claim forms or related documents, and review them for completeness.",a81a262c-6629-4601-aac3-2b099fde78ad,2025/2/25,Expert,1,3,5,4,5,False,False,False,False,False,False,2,5,4,5,5,False,True,True,True,True,True,True,FALSE,"Answer questions, customer emotions "
23315,Insurance Claims and Policy Processing Clerks,Post or attach information to claim file.,a81a262c-6629-4601-aac3-2b099fde78ad,2025/2/25,Average,1,4,5,5,5,False,False,False,False,False,False,4,5,5,5,5,True,True,True,True,True,True,True,FALSE,
23319,Insurance Claims and Policy Processing Clerks,Process and record new insurance policies and claims.,a81a262c-6629-4601-aac3-2b099fde78ad,2025/2/25,Expert,1,5,5,5,5,False,False,False,False,False,False,4,5,5,5,5,True,True,True,True,True,True,True,FALSE,
23323,Insurance Claims and Policy Processing Clerks,"Review and verify data, such as age, name, address, and principal sum and value of property, on insurance applications and policies.",a81a262c-6629-4601-aac3-2b099fde78ad,2025/2/25,Expert,3,3,5,2,5,True,True,True,False,True,False,1,4,2,3,3,False,True,True,True,True,True,True,,
18866,Human Resources Specialists,"Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.",6a29d545-1587-4f51-aeac-aaa8556c9620,2025/2/25,Average,3,1,1,1,1,True,True,True,False,False,False,5,5,5,5,3,False,True,True,True,True,False,False,,
18857,Human Resources Specialists,Contact job applicants to inform them of the status of their applications.,6a29d545-1587-4f51-aeac-aaa8556c9620,2025/2/25,Average,3,4,4,1,4,True,False,True,False,False,False,1,1,4,4,3,True,True,False,False,False,False,False,,
18869,Human Resources Specialists,"Schedule or administer skill, intelligence, psychological, or drug tests for current or prospective employees.",6a29d545-1587-4f51-aeac-aaa8556c9620,2025/2/25,Average,3,3,3,1,3,False,True,False,False,False,False,1,3,4,3,3,False,True,False,False,False,False,False,,
3470,Computer Systems Analysts,Expand or modify system to serve new purposes or improve work flow.,dde4ad2d-758a-4cf5-91c9-72782474aa8c,2025/2/25,Average,1,1,3,3,3,False,False,False,False,False,False,1,1,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
3484,Computer Systems Analysts,Specify inputs accessed by the system and plan the distribution and use of the results.,dde4ad2d-758a-4cf5-91c9-72782474aa8c,2025/2/25,Average,2,3,3,3,4,False,False,False,False,False,False,1,2,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
18859,Human Resources Specialists,Hire employees and process hiring-related paperwork.,58e4356e-7fb1-42ad-813e-9a1d0315106f,2025/2/25,Average,2,1,4,4,3,False,False,False,False,False,False,3,4,4,4,4,False,True,True,True,True,True,True,FALSE,
18868,Human Resources Specialists,Review employment applications and job orders to match applicants with job requirements.,58e4356e-7fb1-42ad-813e-9a1d0315106f,2025/2/25,Average,3,1,4,2,2,True,False,False,False,False,True,2,3,4,4,3,False,True,True,False,True,True,True,,
18857,Human Resources Specialists,Contact job applicants to inform them of the status of their applications.,58e4356e-7fb1-42ad-813e-9a1d0315106f,2025/2/25,Average,4,1,3,2,3,True,True,True,False,False,True,1,4,2,2,2,False,False,False,False,False,False,False,,FALSE
22082,Mechanical Engineering Technologists and Technicians,"Interpret engineering sketches, specifications, or drawings.",23cd749c-bb8c-4daf-90c2-8be5acb06245,2025/2/25,Average,1,1,2,4,5,False,False,False,False,False,False,4,3,2,1,4,True,True,False,True,False,True,False,FALSE,
1485,Mechanical Engineering Technologists and Technicians,Calculate required capacities for equipment of proposed system to obtain specified performance and submit data to engineering personnel for approval.,23cd749c-bb8c-4daf-90c2-8be5acb06245,2025/2/25,Novice,1,4,5,5,5,False,False,False,False,False,False,4,4,4,2,4,True,True,False,True,False,True,False,FALSE,Human labor is essential to this type of work
1486,Mechanical Engineering Technologists and Technicians,"Record test procedures and results, numerical and graphical data, and recommendations for changes in product or test methods.",23cd749c-bb8c-4daf-90c2-8be5acb06245,2025/2/25,Novice,5,4,3,2,3,True,True,True,False,False,True,4,4,4,3,2,False,False,False,False,False,False,False,,FALSE
1477,Mechanical Engineering Technologists and Technicians,"Review project instructions and specifications to identify, modify and plan requirements fabrication, assembly and testing.",23cd749c-bb8c-4daf-90c2-8be5acb06245,2025/2/25,Average,4,3,4,3,5,True,False,False,False,False,True,3,3,4,2,3,False,True,False,True,False,True,False,,
1475,Mechanical Engineering Technologists and Technicians,"Draft detail drawing or sketch for drafting room completion or to request parts fabrication by machine, sheet or wood shops.",4ddac4c5-8ca5-4ff6-b504-66638760faee,2025/2/25,Expert,3,2,5,2,5,True,False,True,True,True,True,3,4,5,3,4,False,True,True,False,True,True,False,,
1482,Mechanical Engineering Technologists and Technicians,"Analyze test results in relation to design or rated specifications and test objectives, and modify or adjust equipment to meet specifications.",4ddac4c5-8ca5-4ff6-b504-66638760faee,2025/2/25,Novice,5,3,4,1,2,False,False,True,False,False,True,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
1486,Mechanical Engineering Technologists and Technicians,"Record test procedures and results, numerical and graphical data, and recommendations for changes in product or test methods.",4ddac4c5-8ca5-4ff6-b504-66638760faee,2025/2/25,Expert,5,4,1,1,1,False,False,False,False,True,True,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
22077,Mechanical Engineering Technologists and Technicians,"Design molds, tools, dies, jigs, or fixtures for use in manufacturing processes.",4ddac4c5-8ca5-4ff6-b504-66638760faee,2025/2/25,Expert,3,5,5,1,4,True,False,False,False,False,True,3,1,4,3,3,False,True,True,False,True,False,False,,
1477,Mechanical Engineering Technologists and Technicians,"Review project instructions and specifications to identify, modify and plan requirements fabrication, assembly and testing.",4ddac4c5-8ca5-4ff6-b504-66638760faee,2025/2/25,Expert,4,2,4,2,3,False,False,True,False,False,False,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
22083,Mechanical Engineering Technologists and Technicians,"Prepare equipment inspection schedules, reliability schedules, work plans, or other records.",4ddac4c5-8ca5-4ff6-b504-66638760faee,2025/2/25,Expert,4,1,3,1,3,False,False,True,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
20058,"Business Teachers, Postsecondary",Develop and maintain course Web sites.,3535e106-faa5-4adf-a2ec-38576a8d8151,2025/2/25,Average,2,1,2,1,3,False,False,False,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1021,Purchasing Managers,"Locate vendors of materials, equipment or supplies, and interview them to determine product availability and terms of sales.",5bc8f59e-2568-416f-8c9d-013bafc8e44e,2025/2/25,Expert,1,1,3,2,3,False,False,False,False,False,False,4,4,4,5,4,False,True,True,True,False,True,False,FALSE,
1022,Purchasing Managers,Prepare and process requisitions and purchase orders for supplies and equipment.,5bc8f59e-2568-416f-8c9d-013bafc8e44e,2025/2/25,Expert,1,1,2,3,4,False,False,False,False,False,False,1,3,5,4,4,False,True,True,True,True,True,False,FALSE,
1020,Purchasing Managers,Maintain records of goods ordered and received.,5bc8f59e-2568-416f-8c9d-013bafc8e44e,2025/2/25,Average,4,1,1,3,1,True,True,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
1290,Computer User Support Specialists,"Develop training materials and procedures, or train users in the proper use of hardware or software.",2db0acfb-8055-4d9b-afe2-5ad24a989cd4,2025/2/25,Average,2,1,3,2,3,False,False,False,False,False,False,1,1,1,3,5,False,False,True,False,True,False,False,FALSE,
1292,Computer User Support Specialists,"Prepare evaluations of software or hardware, and recommend improvements or upgrades.",2db0acfb-8055-4d9b-afe2-5ad24a989cd4,2025/2/25,Average,1,3,4,2,3,False,False,False,False,False,False,1,1,1,4,5,False,True,True,False,True,False,False,FALSE,
15997,Financial Quantitative Analysts,"Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.",f2096a08-a972-4152-8a39-1d1799f11246,2025/2/25,Expert,3,4,4,2,2,False,True,False,False,False,False,4,2,2,3,3,True,True,False,False,False,False,False,,
20281,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Create, maintain, and enter information into databases.",da8c26b2-a0c0-4c7c-9f80-2e0b1b690a7f,2025/2/25,Expert,4,1,2,1,2,True,False,False,False,False,True,1,3,3,2,3,False,False,False,False,True,True,True,,
20280,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Use computers for various applications, such as database management or word processing.",da8c26b2-a0c0-4c7c-9f80-2e0b1b690a7f,2025/2/25,Expert,3,2,3,2,2,False,True,False,False,False,False,2,3,3,3,3,False,False,True,False,False,False,True,,
20282,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Set up and manage paper or electronic filing systems, recording information, updating paperwork, or maintaining documents, such as attendance records, correspondence, or other material.",da8c26b2-a0c0-4c7c-9f80-2e0b1b690a7f,2025/2/25,Expert,3,3,3,3,2,False,True,False,False,False,True,1,2,3,3,3,False,False,False,False,False,True,False,,
2813,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Operate electronic mail systems and coordinate the flow of information, internally or with other organizations.",da8c26b2-a0c0-4c7c-9f80-2e0b1b690a7f,2025/2/25,Expert,3,2,3,2,3,True,False,False,False,False,False,2,2,3,3,3,False,False,False,False,False,False,False,,
2801,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Schedule and confirm appointments for clients, customers, or supervisors.",da8c26b2-a0c0-4c7c-9f80-2e0b1b690a7f,2025/2/25,Expert,3,3,2,3,3,True,False,False,False,False,False,1,3,3,2,3,False,False,False,False,False,False,False,,
2800,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Maintain scheduling and event calendars.,da8c26b2-a0c0-4c7c-9f80-2e0b1b690a7f,2025/2/25,Expert,3,3,3,3,2,False,False,False,False,True,False,2,4,3,3,4,False,False,False,False,True,False,False,,
20284,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.",da8c26b2-a0c0-4c7c-9f80-2e0b1b690a7f,2025/2/25,Average,4,1,3,2,2,False,True,False,False,False,False,3,3,4,4,4,False,False,False,False,True,False,False,,
2793,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Locate and attach appropriate files to incoming correspondence requiring replies.,da8c26b2-a0c0-4c7c-9f80-2e0b1b690a7f,2025/2/25,Average,3,1,3,2,2,False,True,False,False,False,False,3,2,3,3,3,False,False,True,False,False,False,False,,
2805,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Conduct searches to find needed information, using such sources as the Internet.",da8c26b2-a0c0-4c7c-9f80-2e0b1b690a7f,2025/2/25,Average,3,1,2,1,2,False,False,False,False,False,True,1,1,3,2,2,False,False,False,False,False,False,False,,FALSE
2794,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Open, read, route, and distribute incoming mail or other materials and answer routine letters.",da8c26b2-a0c0-4c7c-9f80-2e0b1b690a7f,2025/2/25,Expert,4,1,2,2,2,False,True,False,False,False,False,1,4,2,3,4,False,False,False,True,False,False,False,,
3906,Media Technical Directors/Managers,Collaborate with promotions directors to produce on-air station promotions.,73d5f604-b021-4c31-a5fb-665092fc51c7,2025/2/25,Expert,1,1,1,1,3,False,False,False,False,False,False,4,5,4,5,1,False,False,False,False,False,False,False,FALSE,FALSE
21549,Appraisers and Assessors of Real Estate,"Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.",4da81277-de3c-4421-b7b5-344589d66c48,2025/2/25,Expert,4,3,4,4,3,False,False,False,False,True,False,3,4,4,4,3,False,True,False,False,True,False,False,,
21550,Appraisers and Assessors of Real Estate,"Prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.",4da81277-de3c-4421-b7b5-344589d66c48,2025/2/25,Expert,4,3,4,3,2,False,False,True,True,True,False,2,4,4,3,3,False,True,True,False,True,False,False,,
21552,Appraisers and Assessors of Real Estate,Collect and analyze relevant data to identify real estate market trends.,4da81277-de3c-4421-b7b5-344589d66c48,2025/2/25,Expert,3,3,3,2,4,False,False,False,True,True,False,3,4,4,4,3,False,True,False,False,True,False,False,,
21553,Appraisers and Assessors of Real Estate,"Prepare and maintain current data on each parcel assessed, including maps of boundaries, inventories of land and structures, property characteristics, and any applicable exemptions.",4da81277-de3c-4421-b7b5-344589d66c48,2025/2/25,Average,4,1,2,2,5,False,True,False,True,True,False,2,4,3,3,2,False,False,False,False,False,False,False,,FALSE
21555,Appraisers and Assessors of Real Estate,Identify the ownership of each piece of taxable property.,4da81277-de3c-4421-b7b5-344589d66c48,2025/2/25,Expert,3,3,4,3,4,False,False,True,False,False,False,3,4,5,3,3,False,False,True,False,True,False,False,,
21557,Appraisers and Assessors of Real Estate,Complete and maintain assessment rolls that show the assessed values and status of all property in a municipality.,4da81277-de3c-4421-b7b5-344589d66c48,2025/2/25,Average,4,2,3,2,4,False,True,False,False,False,True,3,4,3,4,3,False,False,True,False,True,False,False,,
21558,Appraisers and Assessors of Real Estate,"Review information about transfers of property to ensure its accuracy, checking basic information on buyers, sellers, and sales prices and making corrections as necessary.",4da81277-de3c-4421-b7b5-344589d66c48,2025/2/25,Average,3,1,2,4,3,True,True,False,False,False,False,3,4,4,2,2,False,False,False,False,False,False,False,,FALSE
21562,Appraisers and Assessors of Real Estate,Examine income records and operating costs of income properties.,4da81277-de3c-4421-b7b5-344589d66c48,2025/2/25,Average,3,1,2,2,3,True,False,False,True,False,False,3,4,3,2,3,False,False,False,True,True,False,False,,
21565,Appraisers and Assessors of Real Estate,"Search public records for transactions such as sales, leases, and assessments.",4da81277-de3c-4421-b7b5-344589d66c48,2025/2/25,Average,3,1,3,2,3,True,False,False,False,True,False,3,4,2,2,3,False,False,False,True,True,False,False,,
21566,Appraisers and Assessors of Real Estate,Check building codes and zoning bylaws to determine any effects on the properties being appraised.,4da81277-de3c-4421-b7b5-344589d66c48,2025/2/25,Novice,3,1,2,2,4,False,True,False,True,True,False,3,3,3,2,3,False,True,False,True,True,False,False,,
20281,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Create, maintain, and enter information into databases.",c588cd73-b5b9-478b-9f34-115a87f2585c,2025/2/25,Expert,1,1,1,1,1,False,False,False,False,False,False,1,3,3,4,1,False,False,False,False,False,False,False,FALSE,FALSE
20280,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Use computers for various applications, such as database management or word processing.",c588cd73-b5b9-478b-9f34-115a87f2585c,2025/2/25,Average,1,1,3,5,3,False,False,False,False,False,False,1,2,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
20282,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Set up and manage paper or electronic filing systems, recording information, updating paperwork, or maintaining documents, such as attendance records, correspondence, or other material.",c588cd73-b5b9-478b-9f34-115a87f2585c,2025/2/25,Expert,1,2,4,5,3,False,False,False,False,False,False,1,2,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
20284,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.",c588cd73-b5b9-478b-9f34-115a87f2585c,2025/2/25,Average,1,1,2,5,2,False,False,False,False,False,False,1,3,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
2795,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Complete forms in accordance with company procedures.,c588cd73-b5b9-478b-9f34-115a87f2585c,2025/2/25,Expert,1,1,2,5,2,False,False,False,False,False,False,1,2,2,1,1,False,False,False,False,False,False,False,FALSE,FALSE
2805,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Conduct searches to find needed information, using such sources as the Internet.",c588cd73-b5b9-478b-9f34-115a87f2585c,2025/2/25,Expert,3,1,2,5,1,False,True,False,False,False,False,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
2794,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Open, read, route, and distribute incoming mail or other materials and answer routine letters.",c588cd73-b5b9-478b-9f34-115a87f2585c,2025/2/25,Expert,1,1,2,5,2,False,False,False,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20285,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Perform payroll functions, such as maintaining timekeeping information and processing and submitting payroll.",c588cd73-b5b9-478b-9f34-115a87f2585c,2025/2/25,Expert,1,1,3,5,3,False,False,False,False,False,False,1,1,3,3,3,False,False,False,False,True,False,False,FALSE,
18859,Human Resources Specialists,Hire employees and process hiring-related paperwork.,c6aa4f2f-e5cc-4b30-8227-244a0b665698,2025/2/25,Average,1,1,1,1,1,False,False,False,False,False,False,2,2,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
18866,Human Resources Specialists,"Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.",c6aa4f2f-e5cc-4b30-8227-244a0b665698,2025/2/25,Average,3,2,2,2,2,True,False,False,False,False,False,2,2,2,2,1,False,False,False,False,False,False,False,,FALSE
18868,Human Resources Specialists,Review employment applications and job orders to match applicants with job requirements.,c6aa4f2f-e5cc-4b30-8227-244a0b665698,2025/2/25,Average,2,2,2,2,1,False,False,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
18860,Human Resources Specialists,"Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.",c6aa4f2f-e5cc-4b30-8227-244a0b665698,2025/2/25,Novice,2,2,1,1,2,False,False,False,False,False,False,2,2,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
18857,Human Resources Specialists,Contact job applicants to inform them of the status of their applications.,c6aa4f2f-e5cc-4b30-8227-244a0b665698,2025/2/25,Novice,1,3,3,2,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
18853,Human Resources Specialists,Analyze employment-related data and prepare required reports.,c6aa4f2f-e5cc-4b30-8227-244a0b665698,2025/2/25,Novice,2,1,1,2,1,False,False,False,False,False,False,2,2,2,1,1,False,False,False,False,False,False,False,FALSE,FALSE
18865,Human Resources Specialists,"Perform searches for qualified job candidates, using sources such as computer databases, networking, Internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.",c6aa4f2f-e5cc-4b30-8227-244a0b665698,2025/2/25,Novice,1,2,1,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
18869,Human Resources Specialists,"Schedule or administer skill, intelligence, psychological, or drug tests for current or prospective employees.",c6aa4f2f-e5cc-4b30-8227-244a0b665698,2025/2/25,Novice,1,2,1,1,1,False,False,False,False,False,False,2,2,1,2,1,False,False,False,False,False,False,False,FALSE,FALSE
22082,Mechanical Engineering Technologists and Technicians,"Interpret engineering sketches, specifications, or drawings.",c3b29820-d096-4d4a-8bc6-7509127b8c0d,2025/2/25,Average,4,1,4,1,4,True,True,False,False,False,False,3,5,3,4,3,True,False,True,False,True,False,False,,
22086,Mechanical Engineering Technologists and Technicians,"Provide technical support to other employees regarding mechanical design, fabrication, testing, or documentation.",c3b29820-d096-4d4a-8bc6-7509127b8c0d,2025/2/25,Expert,4,4,5,4,3,True,False,True,False,False,False,4,4,3,5,3,False,True,True,False,False,False,False,,
1777,Editors,"Read copy or proof to detect and correct errors in spelling, punctuation, and syntax.",f01fea8c-ab47-4969-8a76-b19e6375ff78,2025/2/25,Average,2,1,2,3,4,False,False,False,False,False,False,4,3,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
1783,Editors,"Oversee publication production, including artwork, layout, computer typesetting, and printing, ensuring adherence to deadlines and budget requirements.",f01fea8c-ab47-4969-8a76-b19e6375ff78,2025/2/25,Expert,2,4,3,2,4,False,False,False,False,False,False,3,3,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
3482,Computer Systems Analysts,"Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",9b8b74b5-b29c-4738-8bd3-4ef6870b7f6a,2025/2/25,Average,1,3,5,1,5,False,False,False,False,False,False,1,3,4,5,5,False,True,True,True,True,True,True,FALSE,
21549,Appraisers and Assessors of Real Estate,"Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.",b090e62a-35ff-4a9c-9bb3-b13b881db45d,2025/2/25,Expert,3,4,5,5,5,True,True,True,True,False,True,4,4,4,5,3,False,True,True,True,True,True,True,,
21550,Appraisers and Assessors of Real Estate,"Prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.",b090e62a-35ff-4a9c-9bb3-b13b881db45d,2025/2/25,Expert,3,5,5,5,5,True,True,True,True,True,True,3,3,5,5,3,True,True,True,True,True,True,False,,
21552,Appraisers and Assessors of Real Estate,Collect and analyze relevant data to identify real estate market trends.,b090e62a-35ff-4a9c-9bb3-b13b881db45d,2025/2/25,Expert,3,2,5,5,3,False,True,True,True,False,True,2,1,2,5,4,False,False,True,False,True,True,False,,
21558,Appraisers and Assessors of Real Estate,"Review information about transfers of property to ensure its accuracy, checking basic information on buyers, sellers, and sales prices and making corrections as necessary.",b090e62a-35ff-4a9c-9bb3-b13b881db45d,2025/2/25,Expert,3,2,5,3,4,False,True,True,False,False,True,1,2,1,2,4,False,False,True,False,True,False,False,,
21562,Appraisers and Assessors of Real Estate,Examine income records and operating costs of income properties.,b090e62a-35ff-4a9c-9bb3-b13b881db45d,2025/2/25,Average,3,2,5,5,3,False,True,True,True,True,True,1,4,1,2,3,False,False,True,True,True,True,False,,
21565,Appraisers and Assessors of Real Estate,"Search public records for transactions such as sales, leases, and assessments.",b090e62a-35ff-4a9c-9bb3-b13b881db45d,2025/2/25,Average,3,1,5,2,5,False,True,True,False,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
21566,Appraisers and Assessors of Real Estate,Check building codes and zoning bylaws to determine any effects on the properties being appraised.,b090e62a-35ff-4a9c-9bb3-b13b881db45d,2025/2/25,Expert,4,2,5,2,4,False,True,True,False,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
21567,Appraisers and Assessors of Real Estate,Verify legal descriptions of properties by comparing them to county records.,b090e62a-35ff-4a9c-9bb3-b13b881db45d,2025/2/25,Average,4,2,5,2,4,False,True,True,True,True,True,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
21570,Appraisers and Assessors of Real Estate,Obtain county land values and sales information about nearby properties to aid in establishment of property values.,b090e62a-35ff-4a9c-9bb3-b13b881db45d,2025/2/25,Expert,3,3,5,4,3,True,True,True,True,True,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
15595,Clinical Research Coordinators,"Prepare study-related documentation, such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, or progress reports.",494624da-6ebf-43d4-a843-9114931430ed,2025/2/25,Expert,2,3,5,2,5,False,False,False,False,False,False,3,4,4,5,4,False,True,True,True,True,True,True,FALSE,
15614,Clinical Research Coordinators,"Maintain required records of study activity including case report forms, drug dispensation records, or regulatory forms.",494624da-6ebf-43d4-a843-9114931430ed,2025/2/25,Expert,3,3,4,2,2,True,True,True,False,False,True,3,3,3,5,4,False,True,True,False,True,True,True,,if drug counts and records are inaccurate this would flag a issue of possible diversion and the AI would need to be made to track that along with the other boring documentaion but again keep the standard of care and legal protection in check 
15593,Clinical Research Coordinators,"Review proposed study protocols to evaluate factors such as sample collection processes, data management plans, or potential subject risks.",494624da-6ebf-43d4-a843-9114931430ed,2025/2/25,Expert,3,4,5,2,3,True,False,True,True,True,True,2,2,3,4,3,False,False,True,True,True,True,True,,
15608,Clinical Research Coordinators,"Collaborate with investigators to prepare presentations or reports of clinical study procedures, results, and conclusions.",494624da-6ebf-43d4-a843-9114931430ed,2025/2/25,Novice,5,1,5,1,1,True,False,True,True,True,True,3,5,4,5,5,False,False,True,True,True,True,True,,
18940,Credit Counselors,"Maintain or update records of client account activity, including financial transactions, counseling session notes, correspondence, document images, or client inquiries.",2bc8962e-fe6f-422d-b477-1c6550608391,2025/2/26,Average,3,2,1,1,3,True,True,True,True,False,False,1,5,1,1,3,False,False,False,True,True,True,True,,
22082,Mechanical Engineering Technologists and Technicians,"Interpret engineering sketches, specifications, or drawings.",161021b2-b947-427c-a6c6-8b4c1812bd05,2025/2/26,Expert,1,1,1,1,3,False,False,False,False,False,False,3,3,5,4,3,True,True,True,False,True,False,True,FALSE,
1476,Mechanical Engineering Technologists and Technicians,"Review project instructions and blueprints to ascertain test specifications, procedures, and objectives, and test nature of technical problems such as redesign.",161021b2-b947-427c-a6c6-8b4c1812bd05,2025/2/26,Expert,1,3,4,1,1,False,False,False,False,False,False,3,2,3,2,1,False,False,False,False,False,False,False,FALSE,FALSE
1782,Editors,"Develop story or content ideas, considering reader or audience appeal.",6e65eccf-082a-4a7b-9d6a-54ad8f256744,2025/2/26,Average,3,2,2,4,1,False,False,False,True,False,True,2,4,2,4,1,False,False,False,False,False,False,False,,FALSE
18855,Human Resources Specialists,Conduct reference or background checks on job applicants.,c6aa4f2f-e5cc-4b30-8227-244a0b665698,2025/2/25,Novice,1,2,1,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
1476,Mechanical Engineering Technologists and Technicians,"Review project instructions and blueprints to ascertain test specifications, procedures, and objectives, and test nature of technical problems such as redesign.",c3b29820-d096-4d4a-8bc6-7509127b8c0d,2025/2/25,Expert,4,2,5,1,5,True,True,False,False,True,True,4,3,4,5,3,True,False,True,False,True,False,True,,
1482,Mechanical Engineering Technologists and Technicians,"Analyze test results in relation to design or rated specifications and test objectives, and modify or adjust equipment to meet specifications.",c3b29820-d096-4d4a-8bc6-7509127b8c0d,2025/2/25,Expert,4,4,5,1,5,False,True,False,False,False,True,3,4,4,4,4,False,False,False,True,False,True,False,,
22083,Mechanical Engineering Technologists and Technicians,"Prepare equipment inspection schedules, reliability schedules, work plans, or other records.",c3b29820-d096-4d4a-8bc6-7509127b8c0d,2025/2/25,Expert,5,2,4,4,4,False,True,False,False,False,False,3,2,4,3,3,False,False,False,True,True,False,False,,
1776,Editors,"Prepare, rewrite and edit copy to improve readability, or supervise others who do this work.",f01fea8c-ab47-4969-8a76-b19e6375ff78,2025/2/25,Expert,4,4,3,2,3,False,False,True,False,False,False,2,3,4,2,4,True,False,True,False,False,False,False,,
3470,Computer Systems Analysts,Expand or modify system to serve new purposes or improve work flow.,9b8b74b5-b29c-4738-8bd3-4ef6870b7f6a,2025/2/25,Novice,1,1,2,1,4,False,False,False,False,False,False,1,3,4,5,2,False,False,False,False,False,False,False,FALSE,FALSE
3480,Computer Systems Analysts,"Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.",9b8b74b5-b29c-4738-8bd3-4ef6870b7f6a,2025/2/25,Novice,2,1,1,1,2,False,False,False,False,False,False,1,1,1,4,2,False,False,False,False,False,False,False,FALSE,FALSE
3900,Media Technical Directors/Managers,Schedule use of studio and editing facilities for producers and engineering and maintenance staff.,05568a43-f3c1-459a-86d3-14ad5f28caf6,2025/2/26,Average,1,1,2,1,2,False,False,False,False,False,False,1,4,1,2,4,False,False,True,True,True,True,False,FALSE,
1485,Mechanical Engineering Technologists and Technicians,Calculate required capacities for equipment of proposed system to obtain specified performance and submit data to engineering personnel for approval.,161021b2-b947-427c-a6c6-8b4c1812bd05,2025/2/26,Expert,1,1,3,1,3,False,False,False,False,False,False,1,2,4,1,3,True,True,True,False,False,False,False,FALSE,
1475,Mechanical Engineering Technologists and Technicians,"Draft detail drawing or sketch for drafting room completion or to request parts fabrication by machine, sheet or wood shops.",161021b2-b947-427c-a6c6-8b4c1812bd05,2025/2/26,Expert,1,1,1,1,1,False,False,False,False,False,False,3,1,4,1,1,False,False,False,False,False,False,False,FALSE,FALSE
15595,Clinical Research Coordinators,"Prepare study-related documentation, such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, or progress reports.",6c4415de-f3b6-4e2f-9097-ca4897f0e796,2025/2/26,Average,4,4,4,2,5,True,True,True,False,False,False,4,4,4,4,4,False,True,False,False,False,False,True,,
15614,Clinical Research Coordinators,"Maintain required records of study activity including case report forms, drug dispensation records, or regulatory forms.",6c4415de-f3b6-4e2f-9097-ca4897f0e796,2025/2/26,Average,4,4,4,1,4,False,True,True,False,True,False,4,4,4,4,4,False,True,False,False,True,False,False,,
15607,Clinical Research Coordinators,Communicate with laboratories or investigators regarding laboratory findings.,6c4415de-f3b6-4e2f-9097-ca4897f0e796,2025/2/26,Average,3,3,3,4,3,False,False,True,True,False,False,4,4,4,4,4,False,False,False,True,False,True,False,,
23323,Insurance Claims and Policy Processing Clerks,"Review and verify data, such as age, name, address, and principal sum and value of property, on insurance applications and policies.",808c58a4-5331-4b2b-9de1-3c10e522c85c,2025/2/26,Expert,4,1,4,1,1,True,True,True,False,False,True,1,1,2,2,1,False,False,False,False,False,False,False,,FALSE
22638,"News Analysts, Reporters, and Journalists","Review written, audio, or video copy, and correct errors in content, grammar, or punctuation, following prescribed editorial style and formatting guidelines.",83223b14-0648-4304-b2c2-42c77439186c,2025/2/26,Expert,1,4,5,2,4,False,False,False,False,False,False,2,4,5,5,5,True,True,True,True,True,True,True,FALSE,
1776,Editors,"Prepare, rewrite and edit copy to improve readability, or supervise others who do this work.",403f0e30-c641-441a-a071-421ee005bdbd,2025/2/26,Expert,1,3,5,5,5,False,False,False,False,False,False,1,3,4,4,4,False,True,True,True,True,True,True,FALSE,
21000,Editors,"Write text, such as stories, articles, editorials, or newsletters.",403f0e30-c641-441a-a071-421ee005bdbd,2025/2/26,Expert,1,2,5,5,5,False,False,False,False,False,False,1,3,3,4,4,False,True,True,True,False,True,True,FALSE,
1779,Editors,"Plan the contents of publications according to the publication's style, editorial policy, and publishing requirements.",403f0e30-c641-441a-a071-421ee005bdbd,2025/2/26,Expert,1,4,5,5,5,False,False,False,False,False,False,1,2,3,4,4,False,False,True,False,True,True,True,FALSE,
1778,Editors,"Allocate print space for story text, photos, and illustrations according to space parameters and copy significance, using knowledge of layout principles.",403f0e30-c641-441a-a071-421ee005bdbd,2025/2/26,Average,2,1,3,5,2,False,False,False,False,False,False,1,3,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
3580,Petroleum Engineers,"Monitor production rates, and plan rework processes to improve production.",c67284bb-eecf-44e8-9ec6-69f9333ae2ff,2025/3/6,Expert,5,3,5,3,3,True,True,True,False,True,False,2,3,3,5,4,False,True,True,True,True,False,False,,
3586,Petroleum Engineers,Maintain records of drilling and production operations.,c67284bb-eecf-44e8-9ec6-69f9333ae2ff,2025/3/6,Expert,5,3,3,2,2,True,False,False,False,False,False,3,3,3,3,3,True,False,False,False,False,False,False,,
3581,Petroleum Engineers,Analyze data to recommend placement of wells and supplementary processes to enhance production.,c67284bb-eecf-44e8-9ec6-69f9333ae2ff,2025/3/6,Expert,5,3,3,3,3,True,False,False,False,False,False,2,4,2,5,4,True,False,True,False,True,False,False,,
3590,Petroleum Engineers,Assign work to staff to obtain maximum utilization of personnel.,c67284bb-eecf-44e8-9ec6-69f9333ae2ff,2025/3/6,Expert,5,2,3,3,5,True,False,False,False,False,False,2,5,2,2,2,False,False,False,False,False,False,False,,FALSE
3580,Petroleum Engineers,"Monitor production rates, and plan rework processes to improve production.",ffffa68b-b16e-4f6a-8060-17f4df8c40d6,2025/3/7,Average,2,5,2,4,3,False,False,False,False,False,False,1,1,3,4,1,False,False,False,False,False,False,False,FALSE,FALSE
3591,Petroleum Engineers,Interpret drilling and testing information for personnel.,ffffa68b-b16e-4f6a-8060-17f4df8c40d6,2025/3/7,Expert,3,5,3,1,3,False,False,True,False,False,True,3,1,3,3,2,False,False,False,False,False,False,False,,FALSE
3588,Petroleum Engineers,Write technical reports for engineering and management personnel.,ffffa68b-b16e-4f6a-8060-17f4df8c40d6,2025/3/7,Expert,4,3,4,4,1,True,True,False,False,False,False,3,3,1,3,2,False,False,False,False,False,False,False,,FALSE
15898,Logistics Analysts,Maintain databases of logistics information.,37194fb0-4583-4a89-851a-baf44e52d2be,2025/3/19,Average,3,2,4,2,3,True,True,True,False,False,False,3,3,3,3,3,True,True,True,False,True,False,False,,
14707,Web Developers,Write supporting code for Web applications or Web sites.,60ab9cbc-cbe2-4d7b-bb0a-160f795045f1,2025/3/9,Average,2,3,3,3,4,False,False,False,False,False,False,1,3,2,3,3,False,True,True,False,True,True,True,FALSE,
14698,Web Developers,Back up files from Web sites to local directories for instant recovery in case of problems.,60ab9cbc-cbe2-4d7b-bb0a-160f795045f1,2025/3/9,Novice,4,2,2,2,2,True,True,True,False,False,True,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
14710,Web Developers,"Perform Web site tests according to planned schedules, or after any Web site or product revision.",60ab9cbc-cbe2-4d7b-bb0a-160f795045f1,2025/3/9,Average,2,4,4,4,4,False,False,False,False,False,False,1,3,4,4,3,False,True,True,False,True,True,False,FALSE,
14695,Web Developers,Perform or direct Web site updates.,60ab9cbc-cbe2-4d7b-bb0a-160f795045f1,2025/3/9,Average,2,3,2,2,2,False,False,False,False,False,False,1,3,4,5,4,False,True,True,False,True,False,False,FALSE,
14708,Web Developers,Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.,60ab9cbc-cbe2-4d7b-bb0a-160f795045f1,2025/3/9,Average,3,2,2,1,1,True,True,True,False,False,False,1,3,2,2,3,False,True,False,True,False,False,False,,
14722,Web Developers,"Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.",60ab9cbc-cbe2-4d7b-bb0a-160f795045f1,2025/3/9,Average,4,1,3,2,2,True,True,False,False,False,False,1,2,2,2,3,False,False,True,True,False,False,False,,
20184,Personal Financial Advisors,"Manage client portfolios, keeping client plans up-to-date.",d09cad97-d2ad-4e89-84fc-efd9f338ea30,2025/3/9,Expert,1,3,4,1,2,False,False,False,False,False,False,4,5,2,4,1,False,False,False,False,False,False,False,FALSE,FALSE
12913,Personal Financial Advisors,"Prepare or interpret for clients information, such as investment performance reports, financial document summaries, or income projections.",d09cad97-d2ad-4e89-84fc-efd9f338ea30,2025/3/9,Novice,2,1,3,2,3,False,False,False,False,False,False,2,2,2,3,1,False,False,False,False,False,False,False,FALSE,FALSE
1282,Computer User Support Specialists,Answer user inquiries regarding computer software or hardware operation to resolve problems.,a0736564-37d1-4f2e-82e8-a31edd4fd58b,2025/3/9,Average,3,4,5,1,4,True,True,True,False,False,True,1,5,4,5,4,False,False,True,True,True,True,True,,
1288,Computer User Support Specialists,"Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.",a0736564-37d1-4f2e-82e8-a31edd4fd58b,2025/3/9,Expert,3,4,5,1,4,True,True,True,False,False,True,1,3,3,5,3,False,False,False,True,False,True,False,,
15889,Logistics Analysts,"Communicate with or monitor service providers, such as ocean carriers, air freight forwarders, global consolidators, customs brokers, or trucking companies.",37194fb0-4583-4a89-851a-baf44e52d2be,2025/3/19,Average,3,3,4,4,3,True,False,True,True,False,False,3,3,3,3,3,True,True,True,True,False,False,False,,
15899,Logistics Analysts,Maintain logistics records in accordance with corporate policies.,37194fb0-4583-4a89-851a-baf44e52d2be,2025/3/19,Average,3,3,3,3,3,False,True,True,False,False,False,4,3,3,3,4,True,True,False,False,False,False,False,,
15885,Logistics Analysts,Determine packaging requirements.,37194fb0-4583-4a89-851a-baf44e52d2be,2025/3/19,Novice,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
20946,Supply Chain Managers,Monitor forecasts and quotas to identify changes and predict effects on supply chain activities.,2955a7f3-3ecd-4947-82d8-ae4b01f539d5,2025/3/19,Average,4,1,2,2,2,False,False,True,True,False,True,1,2,4,3,2,False,False,False,False,False,False,False,,FALSE
16280,Clinical Data Managers,"Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.",068bb185-3dfa-4d24-b40b-5b0b602260ec,2025/3/19,Average,4,3,3,4,4,True,True,True,True,True,True,1,4,3,4,4,False,True,True,True,True,True,True,,
16277,Clinical Data Managers,"Prepare data analysis listings and activity, performance, or progress reports.",068bb185-3dfa-4d24-b40b-5b0b602260ec,2025/3/19,Expert,3,3,4,4,3,True,False,True,True,True,True,1,5,4,4,5,False,True,True,True,True,True,True,,
16270,Clinical Data Managers,Develop technical specifications for data management programming and communicate needs to information technology staff.,068bb185-3dfa-4d24-b40b-5b0b602260ec,2025/3/19,Average,4,2,3,1,2,True,True,True,True,False,True,1,4,4,3,2,False,False,False,False,False,False,False,,FALSE
12904,Personal Financial Advisors,Analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.,7ea39638-f3af-4b6c-a482-4f92eab709dd,2025/3/19,Expert,5,3,4,1,2,True,True,True,False,False,False,4,2,3,3,2,False,False,False,False,False,False,False,,FALSE
20189,Personal Financial Advisors,"Recommend financial products, such as stocks, bonds, mutual funds, or insurance.",7ea39638-f3af-4b6c-a482-4f92eab709dd,2025/3/19,Expert,3,3,4,1,4,True,False,True,False,False,True,2,4,2,3,3,False,False,False,True,False,False,True,,
20188,Personal Financial Advisors,Monitor financial market trends to ensure that client plans are responsive.,7ea39638-f3af-4b6c-a482-4f92eab709dd,2025/3/19,Expert,4,3,4,3,3,True,True,True,False,False,True,1,3,4,4,2,False,False,False,False,False,False,False,,FALSE
20329,Search Marketing Strategists,"Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for display and usability on internet-connected devices.",ea83e8c2-9c2b-461a-a556-32b0ff79bc3a,2025/3/19,Novice,3,4,3,3,3,False,False,False,True,False,False,3,4,4,4,4,False,True,False,False,False,False,False,,
20321,Search Marketing Strategists,Create content strategies for digital media.,ea83e8c2-9c2b-461a-a556-32b0ff79bc3a,2025/3/19,Expert,3,4,4,4,4,False,False,False,False,True,False,4,3,4,4,4,False,False,False,False,False,False,False,,
1033,Purchasing Managers,Prepare bid awards requiring board approval.,d4ec9120-e14c-4a4e-a4db-5e646dc39a63,2025/3/19,Average,3,1,3,1,2,False,False,True,False,True,True,1,3,3,3,3,False,True,True,True,True,False,True,,
1026,Purchasing Managers,Analyze market and delivery systems to assess present and future material availability.,d4ec9120-e14c-4a4e-a4db-5e646dc39a63,2025/3/19,Expert,4,4,4,1,4,True,False,True,False,False,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
20483,"Architects, Except Landscape and Naval",Develop final construction plans that include aesthetic representations of the structure or details for its construction.,cf9dd007-f772-4938-88e3-67110c8f8353,2025/3/19,Expert,3,4,1,1,5,True,False,False,False,False,False,2,2,3,2,2,False,False,False,False,False,False,False,,FALSE
130,"Architects, Except Landscape and Naval","Prepare information regarding design, structure specifications, materials, color, equipment, estimated costs, or construction time.",cf9dd007-f772-4938-88e3-67110c8f8353,2025/3/19,Expert,3,3,3,3,4,False,False,False,False,False,True,4,4,4,4,4,False,True,False,False,False,False,False,,
134,"Architects, Except Landscape and Naval",Prepare contract documents for building contractors.,cf9dd007-f772-4938-88e3-67110c8f8353,2025/3/19,Expert,3,3,4,4,4,False,False,False,False,True,False,4,4,3,4,4,False,True,False,False,False,False,False,,
20488,"Architects, Except Landscape and Naval","Create three-dimensional or interactive representations of designs, using computer-assisted design software.",cf9dd007-f772-4938-88e3-67110c8f8353,2025/3/19,Expert,4,4,4,3,4,False,False,True,False,False,False,4,4,3,4,4,False,True,False,False,False,False,False,,
20328,Search Marketing Strategists,Manage tracking and reporting of search-related activities and provide analyses to marketing executives.,8dd70ec7-13f2-49dc-abf2-81a7447867de,2025/3/19,Expert,5,1,3,1,1,True,True,True,True,True,True,2,1,3,3,2,False,False,False,False,False,False,False,,FALSE
1287,Computer User Support Specialists,"Maintain records of daily data communication transactions, problems and remedial actions taken, or installation activities.",a0736564-37d1-4f2e-82e8-a31edd4fd58b,2025/3/9,Expert,4,3,4,1,3,True,True,False,False,False,True,1,1,3,5,4,False,False,False,True,False,True,False,,
23314,Insurance Claims and Policy Processing Clerks,Calculate amount of claim.,3efb2f40-3eb6-48e9-a05d-b9ce147b72df,2025/3/9,Novice,3,1,1,2,1,True,False,False,True,False,False,1,3,3,3,5,False,True,True,False,False,False,False,,
23315,Insurance Claims and Policy Processing Clerks,Post or attach information to claim file.,3efb2f40-3eb6-48e9-a05d-b9ce147b72df,2025/3/9,Average,1,1,1,1,1,False,False,False,False,False,False,2,1,2,5,5,False,False,False,False,False,False,False,FALSE,
23319,Insurance Claims and Policy Processing Clerks,Process and record new insurance policies and claims.,3efb2f40-3eb6-48e9-a05d-b9ce147b72df,2025/3/9,Average,1,3,5,5,3,False,False,False,False,False,False,1,1,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
23320,Insurance Claims and Policy Processing Clerks,"Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.",3efb2f40-3eb6-48e9-a05d-b9ce147b72df,2025/3/9,Novice,3,2,3,4,2,True,True,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
23322,Insurance Claims and Policy Processing Clerks,Correspond with insured or agent to obtain information or to inform them of account status or changes.,3efb2f40-3eb6-48e9-a05d-b9ce147b72df,2025/3/9,Average,3,2,2,3,2,True,True,False,True,False,False,1,3,1,1,2,False,False,False,False,False,False,False,,FALSE
23323,Insurance Claims and Policy Processing Clerks,"Review and verify data, such as age, name, address, and principal sum and value of property, on insurance applications and policies.",3efb2f40-3eb6-48e9-a05d-b9ce147b72df,2025/3/9,Average,3,2,3,3,3,True,True,False,False,False,False,3,3,3,3,3,False,False,False,False,False,False,False,,
23324,Insurance Claims and Policy Processing Clerks,"Compare information from application to criteria for policy reinstatement, and approve reinstatement when criteria are met.",3efb2f40-3eb6-48e9-a05d-b9ce147b72df,2025/3/9,Average,2,3,3,3,3,False,False,False,False,False,False,1,3,3,5,2,False,False,False,False,False,False,False,FALSE,FALSE
23333,Insurance Claims and Policy Processing Clerks,"Obtain computer printout of policy cancellations, or retrieve cancellation cards from file.",3efb2f40-3eb6-48e9-a05d-b9ce147b72df,2025/3/9,Average,3,2,2,2,2,True,True,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
23195,"Securities, Commodities, and Financial Services Sales Agents",Keep accurate records of transactions.,9244e71e-31b1-4837-a5df-24a5979a1511,2025/3/9,Expert,5,1,5,1,5,True,True,True,True,False,True,1,3,1,1,2,False,False,False,False,False,False,False,,FALSE
23213,"Securities, Commodities, and Financial Services Sales Agents",Calculate costs for billings or commissions.,9244e71e-31b1-4837-a5df-24a5979a1511,2025/3/9,Expert,5,1,3,1,5,True,True,True,True,True,True,1,5,3,1,2,False,False,False,False,False,False,False,,FALSE
23214,"Securities, Commodities, and Financial Services Sales Agents",Prepare financial reports to monitor client or corporate finances.,9244e71e-31b1-4837-a5df-24a5979a1511,2025/3/9,Expert,5,2,4,5,5,True,True,True,True,True,True,1,5,3,5,2,False,False,False,False,False,False,False,,FALSE
3401,Budget Analysts,Review operating budgets to analyze trends affecting budget needs.,c0e8eb54-7523-46ec-af1d-d7a3f199ffe9,2025/3/9,Novice,2,1,1,1,3,False,False,False,False,False,False,1,3,2,2,3,False,True,False,False,False,False,True,FALSE,
16157,Information Technology Project Managers,Monitor or track project milestones and deliverables.,779c682a-290e-4ce7-8ea9-bfa1755b3d00,2025/3/9,Novice,3,1,4,3,1,False,True,True,False,False,False,2,4,4,1,1,False,False,False,False,False,False,False,,FALSE
16168,Information Technology Project Managers,"Prepare project status reports by collecting, analyzing, and summarizing information and trends.",779c682a-290e-4ce7-8ea9-bfa1755b3d00,2025/3/9,Novice,4,4,3,2,1,False,False,True,True,True,False,4,1,4,3,3,True,False,False,False,False,False,False,,
3394,Budget Analysts,Analyze monthly department budgeting and accounting reports to maintain expenditure controls.,c35fc143-01c3-4f93-b7f5-8b498f6a267a,2025/3/9,Average,2,2,2,2,3,False,False,False,False,False,False,2,2,3,2,1,False,False,False,False,False,False,False,FALSE,FALSE
3395,Budget Analysts,Direct the preparation of regular and special budget reports.,c35fc143-01c3-4f93-b7f5-8b498f6a267a,2025/3/9,Expert,3,4,4,5,4,True,False,False,False,False,False,2,3,1,1,2,False,False,False,False,False,False,False,,FALSE
3405,Budget Analysts,Compile and analyze accounting records and other data to determine the financial resources required to implement a program.,c35fc143-01c3-4f93-b7f5-8b498f6a267a,2025/3/9,Novice,1,1,1,1,2,False,False,False,False,False,False,2,1,2,3,1,False,False,False,False,False,False,False,FALSE,FALSE
3401,Budget Analysts,Review operating budgets to analyze trends affecting budget needs.,c35fc143-01c3-4f93-b7f5-8b498f6a267a,2025/3/9,Average,3,3,1,3,3,False,False,False,True,False,True,1,1,1,4,2,False,False,False,False,False,False,False,,FALSE
21522,Accountants and Auditors,"Evaluate taxpayer finances to determine tax liability, using knowledge of interest and discount rates, annuities, valuation of stocks and bonds, and amortization valuation of depletable assets.",2b5a8032-a599-4424-a10d-5b7d6c0d1bed,2025/3/9,Average,2,2,2,2,2,False,False,False,False,False,False,3,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
20184,Personal Financial Advisors,"Manage client portfolios, keeping client plans up-to-date.",4128ccfd-5c33-4026-b357-ff5211a35704,2025/3/9,Expert,3,2,4,2,3,True,True,True,False,True,True,2,3,2,3,3,False,True,False,True,True,False,False,,
12904,Personal Financial Advisors,Analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.,4128ccfd-5c33-4026-b357-ff5211a35704,2025/3/9,Expert,3,1,4,3,3,True,False,False,False,False,True,2,2,2,3,2,False,False,False,False,False,False,False,,FALSE
20189,Personal Financial Advisors,"Recommend financial products, such as stocks, bonds, mutual funds, or insurance.",4128ccfd-5c33-4026-b357-ff5211a35704,2025/3/9,Expert,3,2,4,2,4,True,False,False,False,False,True,3,4,4,4,3,False,True,False,False,False,True,False,,
12913,Personal Financial Advisors,"Prepare or interpret for clients information, such as investment performance reports, financial document summaries, or income projections.",4128ccfd-5c33-4026-b357-ff5211a35704,2025/3/9,Expert,4,1,4,2,4,True,True,True,True,True,False,4,2,2,2,2,False,False,False,False,False,False,False,,FALSE
20188,Personal Financial Advisors,Monitor financial market trends to ensure that client plans are responsive.,4128ccfd-5c33-4026-b357-ff5211a35704,2025/3/9,Expert,5,1,4,1,2,True,True,True,True,True,True,1,2,1,1,1,False,False,False,False,False,False,False,,FALSE
14640,Software Quality Assurance Analysts and Testers,"Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.",9b074dfc-e142-4c2f-a57c-2763dd078fb4,2025/3/9,Average,3,3,3,2,4,True,False,True,True,False,False,1,4,1,4,3,False,False,True,False,False,True,True,,
14653,Software Quality Assurance Analysts and Testers,Provide feedback and recommendations to developers on software usability and functionality.,9b074dfc-e142-4c2f-a57c-2763dd078fb4,2025/3/9,Expert,2,2,3,1,4,False,False,False,False,False,False,3,4,4,4,4,False,False,False,False,True,False,True,FALSE,
14644,Software Quality Assurance Analysts and Testers,Create or maintain databases of known test defects.,9b074dfc-e142-4c2f-a57c-2763dd078fb4,2025/3/9,Expert,2,4,4,2,4,False,False,False,False,False,False,3,4,4,4,4,False,False,False,False,True,True,False,FALSE,
14643,Software Quality Assurance Analysts and Testers,Monitor bug resolution efforts and track successes.,9b074dfc-e142-4c2f-a57c-2763dd078fb4,2025/3/9,Average,2,3,4,1,4,False,False,False,False,False,False,4,4,4,4,3,False,False,False,True,False,False,False,FALSE,
14645,Software Quality Assurance Analysts and Testers,Plan test schedules or strategies in accordance with project scope or delivery dates.,9b074dfc-e142-4c2f-a57c-2763dd078fb4,2025/3/9,Expert,3,2,4,1,5,True,False,False,False,False,True,3,3,4,4,4,True,True,False,False,False,True,False,,
20009,Logistics Analysts,"Remotely monitor the flow of vehicles or inventory, using Web-based logistics information systems to track vehicles or containers.",37194fb0-4583-4a89-851a-baf44e52d2be,2025/3/19,Average,3,2,3,3,3,True,True,True,False,False,False,3,3,3,3,3,True,True,False,False,True,False,True,,
15894,Logistics Analysts,"Provide ongoing analyses in areas such as transportation costs, parts procurement, back orders, or delivery processes.",37194fb0-4583-4a89-851a-baf44e52d2be,2025/3/19,Average,3,3,3,3,3,False,True,False,False,False,False,3,4,3,3,3,True,False,False,False,False,False,False,,
15897,Logistics Analysts,"Monitor inventory transactions at warehouse facilities to assess receiving, storage, shipping, or inventory integrity.",37194fb0-4583-4a89-851a-baf44e52d2be,2025/3/19,Average,3,3,3,3,3,False,False,True,False,True,False,3,3,4,3,4,False,True,True,False,False,False,False,,
15902,Logistics Analysts,"Compute reporting metrics, such as on-time delivery rates, order fulfillment rates, or inventory turns.",37194fb0-4583-4a89-851a-baf44e52d2be,2025/3/19,Novice,2,3,3,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
21919,Architectural and Civil Drafters,"Coordinate structural, electrical, and mechanical designs and determine a method of presentation to graphically represent building plans.",8dd104b1-4729-4efb-b893-259d7c53b03f,2025/3/19,Novice,2,1,2,1,2,False,False,False,False,False,False,3,2,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
3394,Budget Analysts,Analyze monthly department budgeting and accounting reports to maintain expenditure controls.,9843b969-544d-4e21-9661-8b6e77f27447,2025/3/19,Expert,4,4,4,3,4,True,False,False,False,False,False,3,3,5,3,3,False,True,False,False,False,False,False,,
3395,Budget Analysts,Direct the preparation of regular and special budget reports.,9843b969-544d-4e21-9661-8b6e77f27447,2025/3/19,Expert,3,5,4,3,4,False,False,False,False,False,True,3,3,4,3,3,False,True,False,False,False,False,False,,
3405,Budget Analysts,Compile and analyze accounting records and other data to determine the financial resources required to implement a program.,9843b969-544d-4e21-9661-8b6e77f27447,2025/3/19,Expert,3,4,4,3,4,True,False,False,False,False,False,3,3,5,3,3,False,True,False,False,False,False,False,,
11363,"Production, Planning, and Expediting Clerks","Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.",92c94adc-c78d-4ce9-9640-28eac52bd264,2025/3/19,Average,2,2,2,4,2,False,False,False,False,False,False,4,5,5,3,3,False,False,True,True,False,False,True,FALSE,
11371,"Production, Planning, and Expediting Clerks","Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed.",92c94adc-c78d-4ce9-9640-28eac52bd264,2025/3/19,Novice,2,3,4,3,4,False,False,False,False,False,False,1,5,4,5,5,True,False,False,True,True,False,False,FALSE,
11369,"Production, Planning, and Expediting Clerks","Calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers.",92c94adc-c78d-4ce9-9640-28eac52bd264,2025/3/19,Novice,1,3,4,1,3,False,False,False,False,False,False,2,5,4,4,4,False,False,True,True,True,False,True,FALSE,
22655,Writers and Authors,Vary language and tone of messages based on product and medium.,30fd29a7-31dc-4872-9136-bf5bf116efa0,2025/3/19,Average,1,1,2,3,5,False,False,False,False,False,False,3,4,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
1031,Purchasing Managers,"Review, evaluate, and approve specifications for issuing and awarding bids.",d4ec9120-e14c-4a4e-a4db-5e646dc39a63,2025/3/19,Expert,4,3,5,1,3,True,False,True,False,False,True,3,2,2,2,2,False,False,False,False,False,False,False,,FALSE
1035,Purchasing Managers,Administer online purchasing systems.,d4ec9120-e14c-4a4e-a4db-5e646dc39a63,2025/3/19,Expert,4,3,3,1,2,True,True,True,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
20479,"Architects, Except Landscape and Naval","Prepare scale drawings or architectural designs, using computer-aided design or other tools.",cf9dd007-f772-4938-88e3-67110c8f8353,2025/3/19,Expert,3,4,3,3,4,True,False,False,False,False,False,3,3,3,4,5,True,False,False,False,False,False,False,,
136,"Architects, Except Landscape and Naval",Integrate engineering elements into unified architectural designs.,cf9dd007-f772-4938-88e3-67110c8f8353,2025/3/19,Expert,3,3,3,4,4,True,False,False,False,False,False,4,4,4,4,4,False,True,False,False,False,False,False,,
19596,"Architects, Except Landscape and Naval","Plan or design structures such as residences, office buildings, theatres, factories, or other structural properties in accordance with environmental, safety, or other regulations.",cf9dd007-f772-4938-88e3-67110c8f8353,2025/3/19,Expert,4,4,4,4,3,False,False,True,False,False,False,4,4,4,4,4,False,True,False,False,False,False,False,,
19594,"Architects, Except Landscape and Naval",Gather information related to projects' environmental sustainability or operational efficiency.,cf9dd007-f772-4938-88e3-67110c8f8353,2025/3/19,Expert,4,4,4,4,3,False,False,True,False,False,False,4,4,4,4,4,False,True,False,False,False,False,False,,
20329,Search Marketing Strategists,"Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for display and usability on internet-connected devices.",8dd70ec7-13f2-49dc-abf2-81a7447867de,2025/3/19,Expert,5,3,3,1,2,True,True,True,False,False,True,2,2,2,2,1,False,False,False,False,False,False,False,,FALSE
16182,Search Marketing Strategists,Participate in the development or implementation of online marketing strategy.,8dd70ec7-13f2-49dc-abf2-81a7447867de,2025/3/19,Expert,1,4,4,1,5,False,False,False,False,False,False,1,5,1,5,1,False,False,False,False,False,False,False,FALSE,FALSE
20318,Search Marketing Strategists,Assist in setting up or optimizing analytics tools for tracking visitors' behaviors.,8dd70ec7-13f2-49dc-abf2-81a7447867de,2025/3/19,Expert,5,2,2,1,1,True,True,True,True,False,False,1,4,4,4,2,False,False,False,False,False,False,False,,FALSE
20321,Search Marketing Strategists,Create content strategies for digital media.,8dd70ec7-13f2-49dc-abf2-81a7447867de,2025/3/19,Expert,1,4,4,1,5,False,False,False,False,False,False,1,5,3,5,3,False,True,True,True,True,False,False,FALSE,
16191,Search Marketing Strategists,"Conduct online marketing initiatives, such as paid ad placement, affiliate programs, sponsorship programs, email promotions, or viral marketing campaigns on social media Web sites.",8dd70ec7-13f2-49dc-abf2-81a7447867de,2025/3/19,Expert,1,3,3,1,5,False,False,False,False,False,False,2,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
14648,Software Quality Assurance Analysts and Testers,Document test procedures to ensure replicability and compliance with standards.,9b074dfc-e142-4c2f-a57c-2763dd078fb4,2025/3/9,Average,2,3,4,1,4,False,False,False,False,False,False,3,4,4,4,3,False,True,False,False,False,True,False,FALSE,
14652,Software Quality Assurance Analysts and Testers,"Install, maintain, or use software testing programs.",9b074dfc-e142-4c2f-a57c-2763dd078fb4,2025/3/9,Expert,3,3,4,1,4,False,False,True,True,False,False,3,4,4,4,3,False,False,False,False,False,False,True,,
14639,Software Quality Assurance Analysts and Testers,Test system modifications to prepare for implementation.,9b074dfc-e142-4c2f-a57c-2763dd078fb4,2025/3/9,Expert,2,3,4,2,4,False,False,False,False,False,False,3,3,4,4,4,False,False,True,False,False,False,True,FALSE,
14649,Software Quality Assurance Analysts and Testers,"Develop or specify standards, methods, or procedures to determine product quality or release readiness.",9b074dfc-e142-4c2f-a57c-2763dd078fb4,2025/3/9,Expert,1,3,4,1,5,False,False,False,False,False,False,4,3,4,4,4,True,False,False,False,False,False,False,FALSE,
14650,Software Quality Assurance Analysts and Testers,Update automated test scripts to ensure currency.,9b074dfc-e142-4c2f-a57c-2763dd078fb4,2025/3/9,Expert,3,3,4,1,4,False,False,True,False,False,True,3,4,4,4,4,False,False,True,True,False,True,False,,
23195,"Securities, Commodities, and Financial Services Sales Agents",Keep accurate records of transactions.,962b1a1c-b4b7-489d-8692-4edb0677bc01,2025/3/9,Average,1,1,1,1,3,False,False,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
23197,"Securities, Commodities, and Financial Services Sales Agents",Complete sales order tickets and submit for processing of client-requested transactions.,962b1a1c-b4b7-489d-8692-4edb0677bc01,2025/3/9,Average,1,2,2,2,3,False,False,False,False,False,False,1,3,1,2,5,False,True,False,True,True,False,True,FALSE,"i do not trust ai with people's personally identifiable information, like payment info"
23213,"Securities, Commodities, and Financial Services Sales Agents",Calculate costs for billings or commissions.,962b1a1c-b4b7-489d-8692-4edb0677bc01,2025/3/9,Average,1,2,2,2,2,False,False,False,False,False,False,1,3,2,3,3,False,False,True,True,True,True,False,FALSE,
21522,Accountants and Auditors,"Evaluate taxpayer finances to determine tax liability, using knowledge of interest and discount rates, annuities, valuation of stocks and bonds, and amortization valuation of depletable assets.",6cd12d7d-7441-4c9c-a99a-33f698c386a4,2025/3/9,Average,4,1,1,1,1,True,True,False,False,True,False,3,1,4,4,2,False,False,False,False,False,False,False,,FALSE
14707,Web Developers,Write supporting code for Web applications or Web sites.,e48336d0-ddcc-4144-98b2-06e6bedd7b51,2025/3/10,Expert,2,2,4,3,3,False,False,False,False,False,False,1,2,2,3,4,False,False,True,False,True,True,False,FALSE,
14695,Web Developers,Perform or direct Web site updates.,e48336d0-ddcc-4144-98b2-06e6bedd7b51,2025/3/10,Expert,3,1,3,2,2,True,True,True,False,False,True,1,1,1,2,3,False,False,False,False,True,False,False,,
14722,Web Developers,"Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.",e48336d0-ddcc-4144-98b2-06e6bedd7b51,2025/3/10,Average,1,1,3,3,2,False,False,False,False,False,False,1,3,3,3,4,False,True,True,True,True,True,False,FALSE,
14723,Web Developers,Monitor security system performance logs to identify problems and notify security specialists when problems occur.,e48336d0-ddcc-4144-98b2-06e6bedd7b51,2025/3/10,Average,3,1,2,2,2,True,True,True,False,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
7319,Financial Examiners,"Prepare reports, exhibits, and other supporting schedules that detail an institution's safety and soundness, compliance with laws and regulations, and recommended solutions to questionable financial conditions.",5563aa88-bd44-48aa-a3ff-3abb122d0f02,2025/3/10,Expert,3,3,3,5,3,True,False,True,False,False,False,3,3,4,3,3,False,True,True,True,True,False,False,,
7320,Financial Examiners,"Review balance sheets, operating income and expense accounts, and loan documentation to confirm institution assets and liabilities.",5563aa88-bd44-48aa-a3ff-3abb122d0f02,2025/3/10,Expert,4,4,4,4,4,False,False,True,False,False,True,1,4,3,4,4,True,False,True,False,False,False,False,,
3482,Computer Systems Analysts,"Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",cc602f61-7db0-42f2-a05e-29a18a09668f,2025/3/10,Novice,1,4,4,1,4,False,False,False,False,False,False,5,5,2,4,5,False,True,True,False,True,False,False,FALSE,
16135,Business Intelligence Analysts,"Maintain library of model documents, templates, or other reusable knowledge assets.",781aa060-95b4-4536-90a1-086df99ed284,2025/3/10,Expert,3,1,3,1,2,True,True,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
16140,Business Intelligence Analysts,Manage timely flow of business intelligence information to users.,781aa060-95b4-4536-90a1-086df99ed284,2025/3/10,Expert,4,1,4,1,2,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
3466,Computer Systems Analysts,"Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.",d2dde44c-83d4-4bd6-8b29-78319f401143,2025/3/10,Average,2,2,3,1,5,False,False,False,False,False,False,2,4,3,4,3,False,True,True,True,True,True,True,FALSE,
3474,Computer Systems Analysts,"Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.",d2dde44c-83d4-4bd6-8b29-78319f401143,2025/3/10,Average,2,2,3,1,5,False,False,False,False,False,False,1,3,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
3484,Computer Systems Analysts,Specify inputs accessed by the system and plan the distribution and use of the results.,d2dde44c-83d4-4bd6-8b29-78319f401143,2025/3/10,Average,2,2,3,1,5,False,False,False,False,False,False,1,2,3,3,3,False,True,True,False,True,True,False,FALSE,
21511,Accountants and Auditors,"Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",efe04c16-608c-4224-aa87-19f38c6cbaab,2025/3/10,Average,3,1,3,4,3,True,False,False,False,False,False,2,1,3,3,3,False,True,False,False,False,False,False,,
21522,Accountants and Auditors,"Evaluate taxpayer finances to determine tax liability, using knowledge of interest and discount rates, annuities, valuation of stocks and bonds, and amortization valuation of depletable assets.",efe04c16-608c-4224-aa87-19f38c6cbaab,2025/3/10,Expert,3,3,3,2,4,True,False,False,False,False,False,2,3,2,4,4,False,False,False,False,True,False,False,,
23314,Insurance Claims and Policy Processing Clerks,Calculate amount of claim.,08c0942b-a9bb-4949-8dae-a949d3679df0,2025/3/10,Average,1,2,3,4,4,False,False,False,False,False,False,2,4,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
23315,Insurance Claims and Policy Processing Clerks,Post or attach information to claim file.,08c0942b-a9bb-4949-8dae-a949d3679df0,2025/3/10,Average,2,2,3,3,2,False,False,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
23316,Insurance Claims and Policy Processing Clerks,Transmit claims for payment or further investigation.,08c0942b-a9bb-4949-8dae-a949d3679df0,2025/3/10,Average,1,1,2,2,3,False,False,False,False,False,False,2,4,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
23318,Insurance Claims and Policy Processing Clerks,Review insurance policy to determine coverage.,08c0942b-a9bb-4949-8dae-a949d3679df0,2025/3/10,Average,3,3,4,4,3,True,False,True,False,False,True,1,4,4,4,2,False,False,False,False,False,False,False,,FALSE
23319,Insurance Claims and Policy Processing Clerks,Process and record new insurance policies and claims.,08c0942b-a9bb-4949-8dae-a949d3679df0,2025/3/10,Average,2,2,4,4,3,False,False,False,False,False,False,2,4,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
23322,Insurance Claims and Policy Processing Clerks,Correspond with insured or agent to obtain information or to inform them of account status or changes.,08c0942b-a9bb-4949-8dae-a949d3679df0,2025/3/10,Average,2,1,3,3,2,False,False,False,False,False,False,1,1,3,4,1,False,False,False,False,False,False,False,FALSE,FALSE
23323,Insurance Claims and Policy Processing Clerks,"Review and verify data, such as age, name, address, and principal sum and value of property, on insurance applications and policies.",08c0942b-a9bb-4949-8dae-a949d3679df0,2025/3/10,Average,3,1,3,2,2,True,True,False,False,False,True,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
23334,Insurance Claims and Policy Processing Clerks,"Compose business correspondence for supervisors, managers, and professionals.",08c0942b-a9bb-4949-8dae-a949d3679df0,2025/3/10,Average,2,1,2,1,2,False,False,False,False,False,False,1,3,2,3,1,False,False,False,False,False,False,False,FALSE,FALSE
1250,Credit Analysts,Analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money.,f434fe00-1684-4169-a5fd-625afefa2e39,2025/3/10,Expert,2,3,4,4,3,False,False,False,False,False,False,1,4,4,4,3,False,True,False,True,False,False,False,FALSE,
15997,Financial Quantitative Analysts,"Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.",1c2220a4-2ad8-4db5-82de-2959d7208849,2025/3/10,Expert,4,4,5,1,3,True,False,True,False,False,False,3,3,4,4,4,False,True,True,False,True,True,False,,
15988,Financial Quantitative Analysts,Produce written summary reports of financial research results.,1c2220a4-2ad8-4db5-82de-2959d7208849,2025/3/10,Expert,4,3,4,1,2,True,True,True,True,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
15983,Financial Quantitative Analysts,Provide application or analytical support to researchers or traders on issues such as valuations or data.,7162962a-8718-4dac-81c0-353bbbaabcec,2025/3/10,Average,2,2,3,2,3,False,False,False,False,False,False,2,4,3,3,4,False,True,True,False,False,True,False,FALSE,
15997,Financial Quantitative Analysts,"Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.",7162962a-8718-4dac-81c0-353bbbaabcec,2025/3/10,Average,3,2,2,2,3,False,True,False,False,True,False,2,3,2,4,3,False,True,True,False,False,True,False,,
15988,Financial Quantitative Analysts,Produce written summary reports of financial research results.,7162962a-8718-4dac-81c0-353bbbaabcec,2025/3/10,Expert,3,1,2,1,1,False,True,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
7319,Financial Examiners,"Prepare reports, exhibits, and other supporting schedules that detail an institution's safety and soundness, compliance with laws and regulations, and recommended solutions to questionable financial conditions.",2b3475eb-3d22-4530-b265-29df53c628b7,2025/3/10,Expert,3,1,4,4,5,True,False,False,False,False,False,3,3,3,4,3,False,False,False,False,False,True,True,,
7320,Financial Examiners,"Review balance sheets, operating income and expense accounts, and loan documentation to confirm institution assets and liabilities.",2b3475eb-3d22-4530-b265-29df53c628b7,2025/3/10,Expert,3,3,3,3,5,True,False,False,False,False,False,4,3,3,3,4,False,False,True,False,False,False,False,,
7318,Financial Examiners,"Examine the minutes of meetings of directors, stockholders, and committees to investigate the specific authority extended at various levels of management.",2b3475eb-3d22-4530-b265-29df53c628b7,2025/3/10,Novice,3,4,4,3,3,False,False,True,False,False,False,3,4,3,3,4,False,False,False,True,False,False,False,,
16150,Business Intelligence Analysts,"Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.",b3d1911a-fc8d-4343-928d-8294c0ddd746,2025/3/10,Expert,3,3,4,1,3,True,True,False,False,False,True,1,4,3,4,4,False,True,True,False,True,True,False,,
7320,Financial Examiners,"Review balance sheets, operating income and expense accounts, and loan documentation to confirm institution assets and liabilities.",0dd7b550-a413-45f2-945e-607b8c759835,2025/3/10,Novice,1,1,1,1,1,False,False,False,False,False,False,2,2,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
7318,Financial Examiners,"Examine the minutes of meetings of directors, stockholders, and committees to investigate the specific authority extended at various levels of management.",0dd7b550-a413-45f2-945e-607b8c759835,2025/3/10,Average,1,1,1,1,1,False,False,False,False,False,False,1,3,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
20184,Personal Financial Advisors,"Manage client portfolios, keeping client plans up-to-date.",1dcf3a77-54f5-4f83-8812-08e8a139869f,2025/3/10,Average,2,1,2,2,2,False,False,False,False,False,False,2,3,2,2,3,True,True,True,True,True,True,True,FALSE,
12904,Personal Financial Advisors,Analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.,1dcf3a77-54f5-4f83-8812-08e8a139869f,2025/3/10,Average,3,2,2,2,2,False,True,False,False,False,False,2,3,3,3,3,False,False,False,True,True,True,False,,
20189,Personal Financial Advisors,"Recommend financial products, such as stocks, bonds, mutual funds, or insurance.",1dcf3a77-54f5-4f83-8812-08e8a139869f,2025/3/10,Average,3,3,3,3,3,True,False,False,False,False,False,2,3,3,3,2,False,False,False,False,False,False,False,,FALSE
12913,Personal Financial Advisors,"Prepare or interpret for clients information, such as investment performance reports, financial document summaries, or income projections.",1dcf3a77-54f5-4f83-8812-08e8a139869f,2025/3/10,Average,3,2,3,3,2,True,True,False,False,False,False,3,3,3,3,3,True,True,False,False,False,False,False,,
20188,Personal Financial Advisors,Monitor financial market trends to ensure that client plans are responsive.,1dcf3a77-54f5-4f83-8812-08e8a139869f,2025/3/10,Average,3,3,2,2,3,True,True,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,,FALSE
16150,Business Intelligence Analysts,"Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.",faf35f8d-708a-4da0-b4bc-1825e08dc418,2025/3/10,Average,3,4,3,2,3,True,True,False,False,False,False,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
16140,Business Intelligence Analysts,Manage timely flow of business intelligence information to users.,faf35f8d-708a-4da0-b4bc-1825e08dc418,2025/3/10,Average,1,2,2,2,1,False,False,False,False,False,False,1,3,2,3,3,False,True,True,False,False,False,False,FALSE,
16146,Business Intelligence Analysts,"Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.",faf35f8d-708a-4da0-b4bc-1825e08dc418,2025/3/10,Expert,3,3,3,3,2,False,False,False,True,False,False,1,4,4,4,2,False,False,False,False,False,False,False,,FALSE
3409,Loan Officers,"Analyze applicants' financial status, credit, and property evaluations to determine feasibility of granting loans.",aa833b1d-c575-4e5d-bb76-ca00fd2ffc0d,2025/3/10,Expert,4,2,4,1,2,True,False,False,False,False,False,1,1,4,4,2,False,False,False,False,False,False,False,,FALSE
3407,Loan Officers,"Approve loans within specified limits, and refer loan applications outside those limits to management for approval.",aa833b1d-c575-4e5d-bb76-ca00fd2ffc0d,2025/3/10,Expert,1,1,4,1,4,False,False,False,False,False,False,1,4,5,5,5,False,False,False,True,False,False,False,FALSE,
3416,Loan Officers,Submit applications to credit analysts for verification and recommendation.,aa833b1d-c575-4e5d-bb76-ca00fd2ffc0d,2025/3/10,Expert,5,1,2,1,1,True,True,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
3413,Loan Officers,Review loan agreements to ensure that they are complete and accurate according to policy.,aa833b1d-c575-4e5d-bb76-ca00fd2ffc0d,2025/3/10,Expert,5,1,2,1,1,False,True,False,False,False,False,1,1,1,5,2,False,False,False,False,False,False,False,,FALSE
3412,Loan Officers,Review and update credit and loan files.,aa833b1d-c575-4e5d-bb76-ca00fd2ffc0d,2025/3/10,Expert,3,2,4,1,2,True,False,False,False,False,True,1,1,2,3,3,False,False,False,False,True,True,False,,
3411,Loan Officers,"Obtain and compile copies of loan applicants' credit histories, corporate financial statements, and other financial information.",aa833b1d-c575-4e5d-bb76-ca00fd2ffc0d,2025/3/10,Expert,5,1,2,1,1,True,False,False,False,False,False,1,2,1,1,1,False,False,False,False,False,False,False,,FALSE
3415,Loan Officers,Stay abreast of new types of loans and other financial services and products to better meet customers' needs.,aa833b1d-c575-4e5d-bb76-ca00fd2ffc0d,2025/3/10,Expert,1,1,5,1,4,False,False,False,False,False,False,1,1,1,2,5,False,False,False,False,False,True,False,FALSE,
3414,Loan Officers,Compute payment schedules.,aa833b1d-c575-4e5d-bb76-ca00fd2ffc0d,2025/3/10,Expert,5,1,4,1,1,True,True,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
15983,Financial Quantitative Analysts,Provide application or analytical support to researchers or traders on issues such as valuations or data.,0ec96789-7e79-48f2-b0f3-93afea02b263,2025/3/10,Average,4,4,1,4,4,False,False,True,False,False,False,2,4,2,3,3,False,False,False,False,False,False,False,,
15997,Financial Quantitative Analysts,"Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.",0ec96789-7e79-48f2-b0f3-93afea02b263,2025/3/10,Expert,3,4,3,1,3,False,False,True,False,False,False,3,2,2,2,3,False,False,False,False,False,False,False,,
15988,Financial Quantitative Analysts,Produce written summary reports of financial research results.,0ec96789-7e79-48f2-b0f3-93afea02b263,2025/3/10,Average,3,3,4,2,4,False,False,True,False,False,False,2,3,3,3,3,False,False,False,False,False,False,False,,
14658,Software Quality Assurance Analysts and Testers,"Identify program deviance from standards, and suggest modifications to ensure compliance.",3edf16ea-0148-415f-8659-e21a82cb4e2f,2025/3/10,Novice,1,1,1,1,2,False,False,False,False,False,False,1,1,2,5,5,False,False,False,False,False,True,False,FALSE,
15983,Financial Quantitative Analysts,Provide application or analytical support to researchers or traders on issues such as valuations or data.,12f093bb-e648-48d9-af94-75340e80486e,2025/3/10,Novice,2,1,1,1,2,False,False,False,False,False,False,1,3,3,4,3,False,False,True,False,True,True,False,FALSE,
15988,Financial Quantitative Analysts,Produce written summary reports of financial research results.,12f093bb-e648-48d9-af94-75340e80486e,2025/3/10,Average,2,1,4,2,4,False,False,False,False,False,False,1,4,3,3,5,False,False,True,True,False,False,False,FALSE,
1250,Credit Analysts,Analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money.,6a40bc47-2b83-4a14-a12e-7f237a20167c,2025/3/10,Average,3,3,4,2,3,False,True,False,False,False,False,3,3,2,3,4,False,False,False,True,False,False,False,,
1255,Credit Analysts,"Generate financial ratios, using computer programs, to evaluate customers' financial status.",6a40bc47-2b83-4a14-a12e-7f237a20167c,2025/3/10,Average,2,4,3,3,3,False,False,False,False,False,False,3,3,3,2,4,True,False,False,False,True,False,False,FALSE,
1251,Credit Analysts,Prepare reports that include the degree of risk involved in extending credit or lending money.,6a40bc47-2b83-4a14-a12e-7f237a20167c,2025/3/10,Average,4,4,3,2,3,False,False,False,False,True,False,4,3,3,4,4,False,False,True,False,False,False,False,,
20184,Personal Financial Advisors,"Manage client portfolios, keeping client plans up-to-date.",748f0a93-dc6c-46ee-b175-93ea294131c3,2025/3/10,Expert,4,2,4,2,4,True,True,True,True,False,True,1,4,3,4,4,False,False,True,True,True,True,False,,
12904,Personal Financial Advisors,Analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.,748f0a93-dc6c-46ee-b175-93ea294131c3,2025/3/10,Expert,3,1,3,4,4,False,True,True,True,False,True,4,5,3,4,4,False,False,True,True,True,True,False,,
20189,Personal Financial Advisors,"Recommend financial products, such as stocks, bonds, mutual funds, or insurance.",748f0a93-dc6c-46ee-b175-93ea294131c3,2025/3/10,Expert,4,3,4,5,3,False,True,True,True,False,True,4,4,2,4,3,False,False,True,True,True,True,False,,
12913,Personal Financial Advisors,"Prepare or interpret for clients information, such as investment performance reports, financial document summaries, or income projections.",748f0a93-dc6c-46ee-b175-93ea294131c3,2025/3/10,Expert,5,3,5,4,4,False,True,True,True,False,True,4,5,5,3,3,False,True,True,True,True,True,True,,
20188,Personal Financial Advisors,Monitor financial market trends to ensure that client plans are responsive.,748f0a93-dc6c-46ee-b175-93ea294131c3,2025/3/10,Expert,5,2,4,4,4,False,False,True,True,False,False,4,4,5,3,4,False,True,True,True,True,True,True,,
1267,Computer Programmers,Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.,691bf408-c15b-4768-89f3-628ca1782fc5,2025/3/10,Expert,3,2,2,2,1,False,True,True,False,False,False,1,2,1,2,3,False,False,True,True,False,False,False,,
15983,Financial Quantitative Analysts,Provide application or analytical support to researchers or traders on issues such as valuations or data.,04da7655-a687-46c8-b9c0-40812825e3ca,2025/3/10,Average,5,1,1,1,5,True,False,True,False,False,True,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
15997,Financial Quantitative Analysts,"Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.",04da7655-a687-46c8-b9c0-40812825e3ca,2025/3/10,Expert,5,1,1,5,3,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
15988,Financial Quantitative Analysts,Produce written summary reports of financial research results.,04da7655-a687-46c8-b9c0-40812825e3ca,2025/3/10,Expert,5,1,1,1,1,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
2487,"Bookkeeping, Accounting, and Auditing Clerks","Operate computers programmed with accounting software to record, store, and analyze information.",8e0a1518-5ce5-42fe-943b-42fd5be6e830,2025/3/11,Average,3,4,4,3,3,True,True,True,False,False,True,1,3,3,3,2,False,False,False,False,False,False,False,,FALSE
2486,"Bookkeeping, Accounting, and Auditing Clerks","Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.",8e0a1518-5ce5-42fe-943b-42fd5be6e830,2025/3/11,Average,4,3,3,2,2,True,False,True,True,False,False,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
2497,"Bookkeeping, Accounting, and Auditing Clerks","Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.",8e0a1518-5ce5-42fe-943b-42fd5be6e830,2025/3/11,Average,2,3,3,2,2,False,False,False,False,False,False,2,1,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
2496,"Bookkeeping, Accounting, and Auditing Clerks",Reconcile or note and report discrepancies found in records.,8e0a1518-5ce5-42fe-943b-42fd5be6e830,2025/3/11,Average,2,3,3,2,3,False,False,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
2490,"Bookkeeping, Accounting, and Auditing Clerks","Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.",8e0a1518-5ce5-42fe-943b-42fd5be6e830,2025/3/11,Average,3,3,3,2,2,True,False,False,False,False,False,1,1,4,2,3,False,True,False,False,False,False,False,,
2489,"Bookkeeping, Accounting, and Auditing Clerks","Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.",8e0a1518-5ce5-42fe-943b-42fd5be6e830,2025/3/11,Average,2,4,4,2,3,False,False,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
2503,"Bookkeeping, Accounting, and Auditing Clerks",Reconcile records of bank transactions.,8e0a1518-5ce5-42fe-943b-42fd5be6e830,2025/3/11,Average,4,2,3,2,3,True,True,False,False,False,False,1,2,2,1,1,False,False,False,False,False,False,False,,FALSE
16135,Business Intelligence Analysts,"Maintain library of model documents, templates, or other reusable knowledge assets.",bab93afd-0484-4734-b438-3be872b395b1,2025/3/11,Expert,4,3,3,1,5,True,False,False,False,False,False,1,1,2,4,2,False,False,False,False,False,False,False,,FALSE
16140,Business Intelligence Analysts,Manage timely flow of business intelligence information to users.,bab93afd-0484-4734-b438-3be872b395b1,2025/3/11,Expert,3,3,3,3,3,True,False,False,False,False,False,3,2,2,2,3,False,True,True,False,False,False,False,,
16136,Business Intelligence Analysts,"Identify or monitor current and potential customers, using business intelligence tools.",bab93afd-0484-4734-b438-3be872b395b1,2025/3/11,Expert,3,4,4,2,5,True,False,False,False,False,False,2,4,4,4,2,False,False,False,False,False,False,False,,FALSE
23313,Insurance Claims and Policy Processing Clerks,"Prepare insurance claim forms or related documents, and review them for completeness.",dc5341de-288a-4145-97f0-dd851dc97dea,2025/3/11,Average,3,1,2,1,1,True,True,False,False,False,False,2,5,4,4,4,False,True,True,True,True,False,False,,
23315,Insurance Claims and Policy Processing Clerks,Post or attach information to claim file.,dc5341de-288a-4145-97f0-dd851dc97dea,2025/3/11,Average,1,1,1,1,2,False,False,False,False,False,False,1,1,1,4,3,False,True,True,False,False,False,False,FALSE,
23318,Insurance Claims and Policy Processing Clerks,Review insurance policy to determine coverage.,dc5341de-288a-4145-97f0-dd851dc97dea,2025/3/11,Expert,1,2,4,2,3,False,False,False,False,False,False,1,3,3,5,1,False,False,False,False,False,False,False,FALSE,FALSE
23319,Insurance Claims and Policy Processing Clerks,Process and record new insurance policies and claims.,dc5341de-288a-4145-97f0-dd851dc97dea,2025/3/11,Expert,1,2,5,3,4,False,False,False,False,False,False,1,5,4,5,4,False,True,True,True,True,True,True,FALSE,
23320,Insurance Claims and Policy Processing Clerks,"Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.",dc5341de-288a-4145-97f0-dd851dc97dea,2025/3/11,Expert,3,1,2,3,1,True,True,False,False,False,True,2,2,2,2,3,True,False,True,False,False,True,True,,
23322,Insurance Claims and Policy Processing Clerks,Correspond with insured or agent to obtain information or to inform them of account status or changes.,dc5341de-288a-4145-97f0-dd851dc97dea,2025/3/11,Expert,2,3,5,2,3,False,False,False,False,False,False,1,5,4,5,5,False,True,True,True,False,True,True,FALSE,
23323,Insurance Claims and Policy Processing Clerks,"Review and verify data, such as age, name, address, and principal sum and value of property, on insurance applications and policies.",dc5341de-288a-4145-97f0-dd851dc97dea,2025/3/11,Expert,2,3,4,4,2,False,False,False,False,False,False,1,2,3,5,4,False,True,True,False,True,False,False,FALSE,
23324,Insurance Claims and Policy Processing Clerks,"Compare information from application to criteria for policy reinstatement, and approve reinstatement when criteria are met.",dc5341de-288a-4145-97f0-dd851dc97dea,2025/3/11,Expert,3,2,4,2,2,True,True,False,False,False,True,1,5,5,4,4,False,True,True,True,True,True,True,,
23325,Insurance Claims and Policy Processing Clerks,"Examine letters from policyholders or agents, original insurance applications, and other company documents to determine if changes are needed and effects of changes.",dc5341de-288a-4145-97f0-dd851dc97dea,2025/3/11,Expert,2,2,3,2,3,False,False,False,False,False,False,1,2,3,4,3,False,True,True,False,True,False,False,FALSE,
23329,Insurance Claims and Policy Processing Clerks,"Process, prepare, and submit business or government forms, such as submitting applications for coverage to insurance carriers.",dc5341de-288a-4145-97f0-dd851dc97dea,2025/3/11,Expert,4,1,2,1,2,True,True,False,True,False,False,2,2,4,4,3,False,True,True,False,True,False,False,,
16150,Business Intelligence Analysts,"Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.",124762b6-79bc-4794-afc7-07d04cc74b69,2025/3/11,Expert,4,2,4,2,3,True,True,True,True,False,True,3,2,4,3,4,False,True,True,False,True,True,False,,
16135,Business Intelligence Analysts,"Maintain library of model documents, templates, or other reusable knowledge assets.",124762b6-79bc-4794-afc7-07d04cc74b69,2025/3/11,Average,5,1,1,1,1,True,True,False,False,False,False,2,2,1,3,2,False,False,False,False,False,False,False,,FALSE
16140,Business Intelligence Analysts,Manage timely flow of business intelligence information to users.,124762b6-79bc-4794-afc7-07d04cc74b69,2025/3/11,Average,4,2,2,2,2,True,True,False,False,False,False,3,1,3,2,2,False,False,False,False,False,False,False,,FALSE
16146,Business Intelligence Analysts,"Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.",124762b6-79bc-4794-afc7-07d04cc74b69,2025/3/11,Average,2,1,3,2,2,False,False,False,False,False,False,2,1,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
23193,"Securities, Commodities, and Financial Services Sales Agents",Monitor markets or positions.,498c2e8a-a31c-4ff5-8ad1-e1013912bce1,2025/3/11,Average,2,1,2,1,2,False,False,False,False,False,False,3,5,4,4,4,True,True,True,True,True,True,True,FALSE,
23208,"Securities, Commodities, and Financial Services Sales Agents","Track and analyze factors that affect price movement, such as trade policies, weather conditions, political developments, or supply and demand changes.",498c2e8a-a31c-4ff5-8ad1-e1013912bce1,2025/3/11,Average,2,2,1,1,3,False,False,False,False,False,False,2,3,2,3,4,True,True,False,False,False,False,False,FALSE,
23209,"Securities, Commodities, and Financial Services Sales Agents","Inform other traders, managers, or customers of market conditions, including volume, price, competition, or dynamics.",498c2e8a-a31c-4ff5-8ad1-e1013912bce1,2025/3/11,Expert,1,4,3,1,3,False,False,False,False,False,False,2,4,4,4,4,True,True,True,True,False,True,False,FALSE,
2486,"Bookkeeping, Accounting, and Auditing Clerks","Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.",48b7e8de-2449-4786-9bc4-d76a9162814e,2025/3/11,Average,3,3,2,3,3,True,True,True,True,True,True,3,2,3,4,4,False,False,True,True,False,False,True,,
2497,"Bookkeeping, Accounting, and Auditing Clerks","Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.",48b7e8de-2449-4786-9bc4-d76a9162814e,2025/3/11,Average,3,2,2,3,4,False,True,True,False,True,False,3,1,2,3,3,False,False,True,False,True,False,True,,
2490,"Bookkeeping, Accounting, and Auditing Clerks","Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.",48b7e8de-2449-4786-9bc4-d76a9162814e,2025/3/11,Expert,3,4,3,4,4,True,True,True,False,True,False,4,3,3,4,5,True,True,False,False,False,True,False,,
2489,"Bookkeeping, Accounting, and Auditing Clerks","Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.",48b7e8de-2449-4786-9bc4-d76a9162814e,2025/3/11,Expert,2,4,3,3,4,False,False,False,False,False,False,3,4,2,4,4,True,True,False,False,True,True,False,FALSE,
1273,Computer Programmers,"Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.",6ebf45b1-53b0-42f7-8312-affa91eda6af,2025/3/11,Expert,3,2,4,2,1,False,False,False,True,True,False,1,4,5,5,3,False,True,True,True,True,False,False,,
1267,Computer Programmers,Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.,6ebf45b1-53b0-42f7-8312-affa91eda6af,2025/3/11,Expert,2,1,4,1,2,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1272,Computer Programmers,"Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.",6ebf45b1-53b0-42f7-8312-affa91eda6af,2025/3/11,Expert,2,3,5,2,3,False,False,False,False,False,False,1,3,4,5,3,False,True,False,False,True,True,False,FALSE,
1270,Computer Programmers,"Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.",6ebf45b1-53b0-42f7-8312-affa91eda6af,2025/3/11,Expert,2,3,5,1,4,False,False,False,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1276,Computer Programmers,"Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.",6ebf45b1-53b0-42f7-8312-affa91eda6af,2025/3/11,Average,3,2,4,1,2,True,False,False,False,True,False,1,2,3,3,2,False,False,False,False,False,False,False,,FALSE
1269,Computer Programmers,"Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.",6ebf45b1-53b0-42f7-8312-affa91eda6af,2025/3/11,Expert,3,1,4,1,2,True,False,False,False,False,False,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
1277,Computer Programmers,Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.,6ebf45b1-53b0-42f7-8312-affa91eda6af,2025/3/11,Expert,1,2,4,1,4,False,False,False,False,False,False,1,4,5,5,4,False,False,True,False,False,True,False,FALSE,
1279,Computer Programmers,"Assign, coordinate, and review work and activities of programming personnel.",6ebf45b1-53b0-42f7-8312-affa91eda6af,2025/3/11,Average,1,1,3,1,3,False,False,False,False,False,False,1,4,3,3,3,False,False,False,True,True,False,False,FALSE,
21049,Computer Programmers,Develop Web sites.,6ebf45b1-53b0-42f7-8312-affa91eda6af,2025/3/11,Expert,1,2,3,2,5,False,False,False,False,False,False,1,3,3,3,3,False,True,False,False,True,False,False,FALSE,
16150,Business Intelligence Analysts,"Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.",144f23d9-8f1c-408f-a877-f02cff2277f1,2025/3/11,Average,4,3,1,3,2,True,False,False,False,False,True,3,3,2,3,2,False,False,False,False,False,False,False,,FALSE
16143,Business Intelligence Analysts,"Disseminate information regarding tools, reports, or metadata enhancements.",144f23d9-8f1c-408f-a877-f02cff2277f1,2025/3/11,Average,5,1,2,1,1,True,False,False,False,False,False,1,3,1,3,1,False,False,False,False,False,False,False,,FALSE
1282,Computer User Support Specialists,Answer user inquiries regarding computer software or hardware operation to resolve problems.,e228672d-3b77-43e0-ae2a-965ec512f8c7,2025/3/11,Average,2,3,3,2,3,False,False,False,False,False,False,1,2,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
1285,Computer User Support Specialists,Oversee the daily performance of computer systems.,e228672d-3b77-43e0-ae2a-965ec512f8c7,2025/3/11,Novice,3,1,2,1,2,True,False,True,False,True,False,1,1,3,3,3,False,False,True,False,True,False,False,,
1290,Computer User Support Specialists,"Develop training materials and procedures, or train users in the proper use of hardware or software.",e228672d-3b77-43e0-ae2a-965ec512f8c7,2025/3/11,Average,5,2,3,2,1,True,True,False,True,False,False,4,4,1,3,4,True,False,True,True,False,False,False,,
1287,Computer User Support Specialists,"Maintain records of daily data communication transactions, problems and remedial actions taken, or installation activities.",e228672d-3b77-43e0-ae2a-965ec512f8c7,2025/3/11,Average,5,2,1,1,1,True,True,False,False,False,False,1,1,1,1,3,False,False,False,False,False,True,False,,
14670,Computer Systems Engineers/Architects,Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.,6e6d4ac7-2370-475b-82c4-3f4a92a30577,2025/3/11,Average,4,2,4,2,4,True,False,True,True,False,True,1,2,4,4,3,False,True,True,False,True,True,True,,
14673,Computer Systems Engineers/Architects,"Identify system data, hardware, or software components required to meet user needs.",6e6d4ac7-2370-475b-82c4-3f4a92a30577,2025/3/11,Expert,4,3,4,2,3,True,False,False,False,False,True,1,2,4,4,3,False,True,True,False,True,True,True,,
14686,Computer Systems Engineers/Architects,"Research, test, or verify proper functioning of software patches and fixes.",6e6d4ac7-2370-475b-82c4-3f4a92a30577,2025/3/11,Average,4,2,4,2,3,True,True,True,True,True,True,1,1,4,4,3,False,True,True,False,True,True,True,,
14667,Computer Systems Engineers/Architects,"Provide advice on project costs, design concepts, or design changes.",6e6d4ac7-2370-475b-82c4-3f4a92a30577,2025/3/11,Average,3,2,4,2,2,True,False,False,False,False,True,1,5,5,3,4,False,True,True,True,True,True,True,,
14672,Computer Systems Engineers/Architects,Provide technical guidance or support for the development or troubleshooting of systems.,6e6d4ac7-2370-475b-82c4-3f4a92a30577,2025/3/11,Average,2,1,4,2,4,False,False,False,False,False,False,1,5,4,4,3,False,True,True,True,True,True,True,FALSE,
14687,Computer Systems Engineers/Architects,"Communicate project information through presentations, technical reports, or white papers.",6e6d4ac7-2370-475b-82c4-3f4a92a30577,2025/3/11,Expert,4,1,3,2,3,True,False,False,True,True,True,1,5,4,4,2,False,False,False,False,False,False,False,,FALSE
14681,Computer Systems Engineers/Architects,"Define and analyze objectives, scope, issues, or organizational impact of information systems.",6e6d4ac7-2370-475b-82c4-3f4a92a30577,2025/3/11,Expert,2,1,4,2,4,False,False,False,False,False,False,1,3,5,5,4,False,True,True,True,True,True,True,FALSE,
14675,Computer Systems Engineers/Architects,Monitor system operation to detect potential problems.,6e6d4ac7-2370-475b-82c4-3f4a92a30577,2025/3/11,Average,4,1,4,1,1,True,True,True,True,False,True,1,1,3,4,2,False,False,False,False,False,False,False,,FALSE
14683,Computer Systems Engineers/Architects,Design and conduct hardware or software tests.,6e6d4ac7-2370-475b-82c4-3f4a92a30577,2025/3/11,Average,4,2,4,1,2,True,True,False,False,True,True,1,1,3,5,3,False,True,True,False,True,True,False,,
14671,Computer Systems Engineers/Architects,"Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.",6e6d4ac7-2370-475b-82c4-3f4a92a30577,2025/3/11,Expert,2,3,4,2,4,False,False,False,False,False,False,1,1,4,5,3,False,True,True,False,True,True,True,FALSE,
12904,Personal Financial Advisors,Analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.,44cfee1a-86d4-41d3-8f3e-f40a567019e4,2025/3/11,Expert,1,2,4,1,3,False,False,False,False,False,False,2,2,2,2,5,False,True,True,True,True,True,True,FALSE,
20189,Personal Financial Advisors,"Recommend financial products, such as stocks, bonds, mutual funds, or insurance.",44cfee1a-86d4-41d3-8f3e-f40a567019e4,2025/3/11,Average,2,2,2,2,2,False,False,False,False,False,False,3,2,2,2,4,False,False,False,False,True,True,True,FALSE,
20188,Personal Financial Advisors,Monitor financial market trends to ensure that client plans are responsive.,44cfee1a-86d4-41d3-8f3e-f40a567019e4,2025/3/11,Average,3,2,2,2,2,False,False,False,False,False,True,2,2,2,2,3,False,True,False,False,False,False,False,,
1273,Computer Programmers,"Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.",75dfe2a0-1a9a-43ce-ac5b-5a06d6d9aae4,2025/3/11,Average,2,1,3,3,3,False,False,False,False,False,False,1,4,5,4,4,False,True,True,True,True,True,True,FALSE,
1267,Computer Programmers,Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.,75dfe2a0-1a9a-43ce-ac5b-5a06d6d9aae4,2025/3/11,Expert,4,4,4,1,1,True,True,True,True,True,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
1272,Computer Programmers,"Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.",75dfe2a0-1a9a-43ce-ac5b-5a06d6d9aae4,2025/3/11,Expert,2,4,5,1,3,False,False,False,False,False,False,1,2,4,4,3,False,True,True,True,True,True,True,FALSE,
1270,Computer Programmers,"Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.",75dfe2a0-1a9a-43ce-ac5b-5a06d6d9aae4,2025/3/11,Novice,4,2,5,1,2,True,True,True,True,True,True,1,3,3,3,3,False,True,True,True,True,True,True,,
1276,Computer Programmers,"Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.",75dfe2a0-1a9a-43ce-ac5b-5a06d6d9aae4,2025/3/11,Expert,3,1,4,1,2,True,True,True,True,True,True,1,3,3,3,3,False,True,True,True,True,True,True,,
1269,Computer Programmers,"Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.",75dfe2a0-1a9a-43ce-ac5b-5a06d6d9aae4,2025/3/11,Expert,5,1,4,1,1,True,True,True,True,True,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
1277,Computer Programmers,Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.,75dfe2a0-1a9a-43ce-ac5b-5a06d6d9aae4,2025/3/11,Expert,3,1,4,1,3,True,True,True,True,True,True,1,3,3,3,3,False,True,True,True,True,True,True,,
1274,Computer Programmers,Write or contribute to instructions or manuals to guide end users.,75dfe2a0-1a9a-43ce-ac5b-5a06d6d9aae4,2025/3/11,Average,4,1,2,1,1,True,True,True,True,True,True,1,3,1,2,2,False,False,False,False,False,False,False,,FALSE
1275,Computer Programmers,"Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.",75dfe2a0-1a9a-43ce-ac5b-5a06d6d9aae4,2025/3/11,Average,4,1,4,1,2,True,True,True,True,True,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
21049,Computer Programmers,Develop Web sites.,75dfe2a0-1a9a-43ce-ac5b-5a06d6d9aae4,2025/3/11,Expert,4,4,5,1,4,True,True,True,True,True,True,1,3,3,3,3,False,True,True,True,True,True,True,,
16157,Information Technology Project Managers,Monitor or track project milestones and deliverables.,032bd8a8-0ec1-4bc4-8b99-e27ee620e926,2025/3/12,Expert,3,2,4,2,2,True,True,False,False,False,False,2,3,3,3,3,False,False,False,True,True,True,False,,
16152,Information Technology Project Managers,"Submit project deliverables, ensuring adherence to quality standards.",032bd8a8-0ec1-4bc4-8b99-e27ee620e926,2025/3/12,Expert,2,2,3,3,3,False,False,False,False,False,False,3,3,3,4,4,False,True,True,True,True,False,False,FALSE,
16159,Information Technology Project Managers,"Initiate, review, or approve modifications to project plans.",032bd8a8-0ec1-4bc4-8b99-e27ee620e926,2025/3/12,Expert,2,1,3,2,3,False,False,False,False,False,False,4,4,3,4,5,False,True,True,True,True,True,False,FALSE,
20321,Search Marketing Strategists,Create content strategies for digital media.,7a3c8548-dbe8-4935-b80e-45c56ff8c157,2025/3/21,Average,5,3,3,4,4,True,False,True,False,False,True,3,2,3,1,2,False,False,False,False,False,False,False,,FALSE
16170,Information Technology Project Managers,"Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.",032bd8a8-0ec1-4bc4-8b99-e27ee620e926,2025/3/12,Average,3,1,3,2,2,True,True,False,True,False,True,3,2,2,3,3,False,False,False,False,True,True,False,,
16151,Information Technology Project Managers,Perform risk assessments to develop response strategies.,032bd8a8-0ec1-4bc4-8b99-e27ee620e926,2025/3/12,Novice,4,1,2,1,2,True,False,True,False,True,False,2,2,3,3,2,False,False,False,False,False,False,False,,FALSE
16168,Information Technology Project Managers,"Prepare project status reports by collecting, analyzing, and summarizing information and trends.",032bd8a8-0ec1-4bc4-8b99-e27ee620e926,2025/3/12,Expert,3,2,3,2,3,True,False,True,False,False,True,2,1,1,2,2,False,False,False,False,False,False,False,,FALSE
16167,Information Technology Project Managers,"Assign duties, responsibilities, and spans of authority to project personnel.",032bd8a8-0ec1-4bc4-8b99-e27ee620e926,2025/3/12,Average,3,1,1,2,2,True,False,False,False,False,False,2,3,2,3,3,False,False,False,True,True,False,False,,
23315,Insurance Claims and Policy Processing Clerks,Post or attach information to claim file.,11109e78-d39d-48ac-a933-00d2e888c22f,2025/3/12,Average,2,1,1,1,2,False,False,False,False,False,False,1,1,2,1,1,False,False,False,False,False,False,False,FALSE,FALSE
23318,Insurance Claims and Policy Processing Clerks,Review insurance policy to determine coverage.,11109e78-d39d-48ac-a933-00d2e888c22f,2025/3/12,Average,2,2,2,1,3,False,False,False,False,False,False,1,1,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
23319,Insurance Claims and Policy Processing Clerks,Process and record new insurance policies and claims.,11109e78-d39d-48ac-a933-00d2e888c22f,2025/3/12,Expert,2,2,3,1,3,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
23320,Insurance Claims and Policy Processing Clerks,"Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.",11109e78-d39d-48ac-a933-00d2e888c22f,2025/3/12,Expert,2,1,3,1,2,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
23322,Insurance Claims and Policy Processing Clerks,Correspond with insured or agent to obtain information or to inform them of account status or changes.,11109e78-d39d-48ac-a933-00d2e888c22f,2025/3/12,Average,3,1,2,1,1,False,False,False,True,False,False,1,3,3,2,2,False,False,False,False,False,False,False,,FALSE
23323,Insurance Claims and Policy Processing Clerks,"Review and verify data, such as age, name, address, and principal sum and value of property, on insurance applications and policies.",11109e78-d39d-48ac-a933-00d2e888c22f,2025/3/12,Novice,3,1,1,1,1,True,True,False,False,False,False,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
23325,Insurance Claims and Policy Processing Clerks,"Examine letters from policyholders or agents, original insurance applications, and other company documents to determine if changes are needed and effects of changes.",11109e78-d39d-48ac-a933-00d2e888c22f,2025/3/12,Average,2,2,2,1,2,False,False,False,False,False,False,1,2,2,3,3,False,True,True,True,True,False,False,FALSE,
23326,Insurance Claims and Policy Processing Clerks,"Transcribe data to worksheets, and enter data into computer for use in preparing documents and adjusting accounts.",11109e78-d39d-48ac-a933-00d2e888c22f,2025/3/12,Average,2,1,2,1,3,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
23333,Insurance Claims and Policy Processing Clerks,"Obtain computer printout of policy cancellations, or retrieve cancellation cards from file.",11109e78-d39d-48ac-a933-00d2e888c22f,2025/3/12,Average,2,1,1,1,2,False,False,False,False,False,False,4,1,1,1,4,True,False,False,False,False,False,False,FALSE,
23334,Insurance Claims and Policy Processing Clerks,"Compose business correspondence for supervisors, managers, and professionals.",11109e78-d39d-48ac-a933-00d2e888c22f,2025/3/12,Average,3,1,2,1,1,False,False,True,True,False,False,1,1,1,4,4,False,False,True,True,True,True,False,,
15614,Clinical Research Coordinators,"Maintain required records of study activity including case report forms, drug dispensation records, or regulatory forms.",4b3e876c-e812-4543-b9bf-0a2dc010f1b2,2025/3/12,Average,3,3,2,2,2,False,False,False,False,False,True,3,3,2,3,3,False,False,False,False,True,True,False,,
15609,Clinical Research Coordinators,"Code, evaluate, or interpret collected study data.",4b3e876c-e812-4543-b9bf-0a2dc010f1b2,2025/3/12,Average,2,3,2,2,3,False,False,False,False,False,False,3,2,3,2,3,False,False,True,False,True,False,False,FALSE,
52,Medical and Health Services Managers,"Establish work schedules and assignments for staff, according to workload, space, and equipment availability.",0d84cf87-11b9-463a-b8fc-e4bec51c730b,2025/3/12,Average,3,1,2,2,2,False,True,True,False,True,False,2,1,2,1,2,False,False,False,False,False,False,False,,FALSE
57,Medical and Health Services Managers,"Prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives.",0d84cf87-11b9-463a-b8fc-e4bec51c730b,2025/3/12,Expert,3,2,3,3,2,False,True,True,False,False,False,3,2,1,3,2,False,False,False,False,False,False,False,,FALSE
1267,Computer Programmers,Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.,55497c83-385e-49f1-9fee-9160ef2cb7eb,2025/3/12,Average,2,1,2,3,2,False,False,False,False,False,False,1,2,3,3,4,False,True,True,False,False,False,False,FALSE,
1272,Computer Programmers,"Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.",55497c83-385e-49f1-9fee-9160ef2cb7eb,2025/3/12,Average,2,2,3,2,3,False,False,False,False,False,False,3,2,2,3,3,False,False,True,True,False,False,False,FALSE,
1270,Computer Programmers,"Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.",55497c83-385e-49f1-9fee-9160ef2cb7eb,2025/3/12,Expert,3,3,4,3,4,False,False,True,False,False,True,3,3,4,3,4,False,False,True,True,True,False,False,,
1269,Computer Programmers,"Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.",55497c83-385e-49f1-9fee-9160ef2cb7eb,2025/3/12,Average,4,1,2,1,1,False,True,False,True,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
1277,Computer Programmers,Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.,55497c83-385e-49f1-9fee-9160ef2cb7eb,2025/3/12,Expert,2,2,3,2,3,False,False,False,False,False,False,3,3,2,3,4,False,True,True,False,False,False,False,FALSE,
1274,Computer Programmers,Write or contribute to instructions or manuals to guide end users.,55497c83-385e-49f1-9fee-9160ef2cb7eb,2025/3/12,Novice,3,1,2,1,1,True,True,False,False,False,False,3,3,2,3,2,False,False,False,False,False,False,False,,FALSE
1279,Computer Programmers,"Assign, coordinate, and review work and activities of programming personnel.",55497c83-385e-49f1-9fee-9160ef2cb7eb,2025/3/12,Average,2,1,3,2,2,False,False,False,False,False,False,3,2,2,3,3,False,False,True,True,False,False,False,FALSE,
9414,Medical Transcriptionists,"Review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology.",95c6bd85-f8ff-4032-bd27-89a63277df3d,2025/3/12,Average,2,2,2,1,3,False,False,False,False,False,False,1,2,2,3,3,False,True,True,False,True,False,True,FALSE,
9423,Medical Transcriptionists,"Set up and maintain medical files and databases, including records such as x-ray, lab, and procedure reports, medical histories, diagnostic workups, admission and discharge summaries, and clinical resumes.",95c6bd85-f8ff-4032-bd27-89a63277df3d,2025/3/12,Expert,4,3,4,3,1,True,True,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
9417,Medical Transcriptionists,Translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care facility records.,95c6bd85-f8ff-4032-bd27-89a63277df3d,2025/3/12,Average,4,3,1,1,1,True,True,False,False,False,False,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
9420,Medical Transcriptionists,"Perform data entry and data retrieval services, providing data for inclusion in medical records and for transmission to physicians.",95c6bd85-f8ff-4032-bd27-89a63277df3d,2025/3/12,Average,4,3,2,4,1,True,True,False,False,False,False,2,2,2,1,2,False,False,False,False,False,False,False,,FALSE
51,Medical and Health Services Managers,"Conduct and administer fiscal operations, including accounting, planning budgets, authorizing expenditures, establishing rates for services, and coordinating financial reporting.",7900c8f3-c42f-418f-9f0d-41de49558742,2025/3/12,Average,5,4,4,4,5,False,True,True,False,True,False,3,4,4,3,3,True,False,True,False,False,True,False,,
49,Medical and Health Services Managers,"Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports.",32924c5a-d9dc-46ae-9785-d6df39e07674,2025/3/12,Expert,2,2,4,1,3,False,False,False,False,False,False,1,3,3,2,4,False,False,True,True,True,False,True,FALSE,
51,Medical and Health Services Managers,"Conduct and administer fiscal operations, including accounting, planning budgets, authorizing expenditures, establishing rates for services, and coordinating financial reporting.",32924c5a-d9dc-46ae-9785-d6df39e07674,2025/3/12,Expert,2,1,3,1,1,False,False,False,False,False,False,1,2,2,1,4,False,False,True,True,True,False,True,FALSE,
52,Medical and Health Services Managers,"Establish work schedules and assignments for staff, according to workload, space, and equipment availability.",32924c5a-d9dc-46ae-9785-d6df39e07674,2025/3/12,Average,5,3,3,1,1,True,True,True,False,False,False,1,4,1,4,1,False,False,False,False,False,False,False,,FALSE
57,Medical and Health Services Managers,"Prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives.",32924c5a-d9dc-46ae-9785-d6df39e07674,2025/3/12,Average,5,1,3,1,1,True,False,True,False,True,False,1,2,1,3,2,False,False,False,False,False,False,False,,FALSE
766,Legal Secretaries and Administrative Assistants,Schedule and make appointments.,f9d7abef-3962-476a-a33b-fcd106b648b6,2025/3/12,Novice,1,1,3,1,4,False,False,False,False,False,False,1,4,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
768,Legal Secretaries and Administrative Assistants,"Organize and maintain law libraries, documents, and case files.",f9d7abef-3962-476a-a33b-fcd106b648b6,2025/3/12,Average,1,2,4,1,1,False,False,False,False,False,False,4,5,1,1,5,True,False,False,False,True,False,True,FALSE,
771,Legal Secretaries and Administrative Assistants,Draft and type office memos.,f9d7abef-3962-476a-a33b-fcd106b648b6,2025/3/12,Average,4,1,4,1,3,True,True,False,False,False,False,5,4,2,2,3,False,False,False,False,False,False,True,,
773,Legal Secretaries and Administrative Assistants,Submit articles and information from searches to attorneys for review and approval for use.,f9d7abef-3962-476a-a33b-fcd106b648b6,2025/3/12,Average,4,2,5,4,3,False,False,True,True,True,False,2,2,3,4,2,False,False,False,False,False,False,False,,FALSE
5161,Proofreaders and Copy Markers,"Compare information or figures on one record against same data on other records, or with original copy, to detect errors.",9ad058fc-a3e4-4bba-996f-fcc33786097c,2025/3/12,Average,1,1,5,1,5,False,False,False,False,False,False,4,3,5,5,5,True,True,False,True,False,False,False,FALSE,
5160,Proofreaders and Copy Markers,Read corrected copies or proofs to ensure that all corrections have been made.,b409626c-ebff-4fc6-bd4a-e18f381c14fe,2025/3/12,Average,3,1,5,1,3,False,False,True,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
5163,Proofreaders and Copy Markers,"Route proofs with marked corrections to authors, editors, typists, or typesetters for correction or reprinting.",b409626c-ebff-4fc6-bd4a-e18f381c14fe,2025/3/12,Average,2,2,5,1,3,False,False,False,False,False,False,1,3,2,5,1,False,False,False,False,False,False,False,FALSE,FALSE
788,Medical Secretaries and Administrative Assistants,Complete insurance or other claim forms.,e2d9c2a0-f511-44b0-b2b5-6470e922e008,2025/3/12,Average,1,1,5,5,2,False,False,False,False,False,False,1,5,2,5,1,False,False,False,False,False,False,False,FALSE,FALSE
783,Medical Secretaries and Administrative Assistants,"Transmit correspondence or medical records by mail, e-mail, or fax.",e2d9c2a0-f511-44b0-b2b5-6470e922e008,2025/3/12,Expert,2,1,5,5,1,False,False,False,False,False,False,1,5,1,5,2,False,False,False,False,False,False,False,FALSE,FALSE
781,Medical Secretaries and Administrative Assistants,"Maintain medical records, technical library, or correspondence files.",e2d9c2a0-f511-44b0-b2b5-6470e922e008,2025/3/12,Expert,1,3,5,5,2,False,False,False,False,False,False,1,5,1,5,1,False,False,False,False,False,False,False,FALSE,FALSE
782,Medical Secretaries and Administrative Assistants,"Operate office equipment, such as voice mail messaging systems, and use word processing, spreadsheet, or other software applications to prepare reports, invoices, financial statements, letters, case histories, or medical records.",e2d9c2a0-f511-44b0-b2b5-6470e922e008,2025/3/12,Expert,1,5,5,5,3,False,False,False,False,False,False,1,5,2,5,1,False,False,False,False,False,False,False,FALSE,FALSE
15983,Financial Quantitative Analysts,Provide application or analytical support to researchers or traders on issues such as valuations or data.,9f564e2e-db32-4a41-86e7-268d073d6183,2025/3/12,Expert,1,1,1,3,4,False,False,False,False,False,False,3,4,3,4,3,False,True,True,False,True,False,False,FALSE,
15997,Financial Quantitative Analysts,"Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.",9f564e2e-db32-4a41-86e7-268d073d6183,2025/3/12,Expert,2,3,3,4,2,False,False,False,False,False,False,2,4,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
2820,Desktop Publishers,"Position text and art elements from a variety of databases in a visually appealing way to design print or web pages, using knowledge of type styles and size and layout patterns.",313f653a-7702-4261-b6dd-728a29e71ff1,2025/3/12,Expert,3,3,4,4,4,False,False,False,False,False,True,1,3,3,3,3,False,False,False,True,False,False,False,,
2815,Desktop Publishers,Check preliminary and final proofs for errors and make necessary corrections.,313f653a-7702-4261-b6dd-728a29e71ff1,2025/3/12,Expert,5,2,4,4,2,False,True,False,False,False,False,1,1,1,4,2,False,False,False,False,False,False,False,,FALSE
2817,Desktop Publishers,"View monitors for visual representation of work in progress and for instructions and feedback throughout process, making modifications as necessary.",313f653a-7702-4261-b6dd-728a29e71ff1,2025/3/12,Expert,2,3,4,4,3,False,False,False,False,False,False,1,3,3,3,3,False,False,False,True,False,False,False,FALSE,
2818,Desktop Publishers,"Enter text into computer keyboard and select the size and style of type, column width, and appropriate spacing for printed materials.",313f653a-7702-4261-b6dd-728a29e71ff1,2025/3/12,Expert,5,1,2,2,1,False,False,True,False,False,False,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
2824,Desktop Publishers,"Prepare sample layouts for approval, using computer software.",313f653a-7702-4261-b6dd-728a29e71ff1,2025/3/12,Expert,3,3,3,4,3,True,False,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
2823,Desktop Publishers,"Import text and art elements, such as electronic clip art or electronic files from photographs that have been scanned or produced with a digital camera, using computer software.",313f653a-7702-4261-b6dd-728a29e71ff1,2025/3/12,Expert,3,2,3,3,3,True,False,False,False,False,False,1,3,2,3,3,False,False,False,False,True,False,False,,
2825,Desktop Publishers,Study layout or other design instructions to determine work to be done and sequence of operations.,313f653a-7702-4261-b6dd-728a29e71ff1,2025/3/12,Expert,4,1,2,1,1,False,True,False,False,False,False,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
2829,Desktop Publishers,Select number of colors and determine color separations.,313f653a-7702-4261-b6dd-728a29e71ff1,2025/3/12,Expert,3,3,4,2,3,False,False,True,False,False,True,1,2,3,4,2,False,False,False,False,False,False,False,,FALSE
2827,Desktop Publishers,"Convert various types of files for printing or for the Internet, using computer software.",313f653a-7702-4261-b6dd-728a29e71ff1,2025/3/12,Expert,5,2,1,1,1,False,True,False,False,False,True,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
2821,Desktop Publishers,"Enter digitized data into electronic prepress system computer memory, using scanner, camera, keyboard, or mouse.",313f653a-7702-4261-b6dd-728a29e71ff1,2025/3/12,Expert,4,3,3,3,3,False,False,False,False,False,True,1,1,1,3,1,False,False,False,False,False,False,False,,FALSE
51,Medical and Health Services Managers,"Conduct and administer fiscal operations, including accounting, planning budgets, authorizing expenditures, establishing rates for services, and coordinating financial reporting.",4a98e51f-ab30-4333-98f1-9620e89107eb,2025/3/12,Average,2,2,2,2,2,False,False,False,False,False,False,2,3,4,3,4,False,True,False,False,False,True,False,FALSE,
52,Medical and Health Services Managers,"Establish work schedules and assignments for staff, according to workload, space, and equipment availability.",4a98e51f-ab30-4333-98f1-9620e89107eb,2025/3/12,Expert,3,4,4,2,2,True,False,True,False,False,True,2,4,2,3,2,False,False,False,False,False,False,False,,FALSE
57,Medical and Health Services Managers,"Prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives.",4a98e51f-ab30-4333-98f1-9620e89107eb,2025/3/12,Average,2,2,3,2,3,False,False,False,False,False,False,2,3,2,2,3,True,False,False,True,False,False,False,FALSE,
20491,Civil Engineers,"Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.",00271308-0598-429d-ac98-81a16d041ede,2025/3/19,Expert,3,2,4,2,4,True,False,False,False,True,False,3,5,4,5,3,True,False,True,False,True,True,True,,
151,Civil Engineers,"Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.",00271308-0598-429d-ac98-81a16d041ede,2025/3/19,Average,5,3,4,3,3,True,True,True,False,False,True,3,5,3,5,2,False,False,False,False,False,False,False,,FALSE
21920,Architectural and Civil Drafters,"Analyze building codes, by-laws, space and site requirements, and other technical documents and reports to determine their effect on architectural designs.",8dd104b1-4729-4efb-b893-259d7c53b03f,2025/3/19,Average,2,1,2,2,2,False,False,False,False,False,False,3,2,3,3,3,False,False,False,False,True,True,False,FALSE,
3401,Budget Analysts,Review operating budgets to analyze trends affecting budget needs.,9843b969-544d-4e21-9661-8b6e77f27447,2025/3/19,Expert,3,4,4,2,4,False,False,False,False,False,True,4,2,4,2,3,False,True,False,False,False,False,False,,
11370,"Production, Planning, and Expediting Clerks",Distribute production schedules or work orders to departments.,92c94adc-c78d-4ce9-9640-28eac52bd264,2025/3/19,Novice,2,2,2,4,2,False,False,False,False,False,False,4,5,4,5,4,True,False,False,True,True,False,False,FALSE,
11368,"Production, Planning, and Expediting Clerks",Requisition and maintain inventories of materials or supplies necessary to meet production demands.,92c94adc-c78d-4ce9-9640-28eac52bd264,2025/3/19,Novice,2,1,2,5,4,False,False,False,False,False,False,3,5,3,4,4,True,False,True,False,True,True,False,FALSE,
11377,"Production, Planning, and Expediting Clerks","Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders.",92c94adc-c78d-4ce9-9640-28eac52bd264,2025/3/19,Novice,1,1,2,1,2,False,False,False,False,False,False,2,5,4,3,5,True,False,False,True,True,True,False,FALSE,
11367,"Production, Planning, and Expediting Clerks","Record production data, including volume produced, consumption of raw materials, or quality control measures.",92c94adc-c78d-4ce9-9640-28eac52bd264,2025/3/19,Novice,2,2,2,1,2,False,False,False,False,False,False,3,5,2,3,4,False,False,True,True,False,False,True,FALSE,
22657,Writers and Authors,"Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.",30fd29a7-31dc-4872-9136-bf5bf116efa0,2025/3/19,Average,1,3,5,5,5,False,False,False,False,False,False,4,3,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
3226,Advertising and Promotions Managers,"Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to specifications.",0f364020-b1b1-4d82-839c-817022e9d236,2025/3/19,Average,4,4,4,2,4,True,False,True,False,False,True,2,2,4,2,3,False,False,True,True,True,False,False,,
3233,Advertising and Promotions Managers,Monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.,0f364020-b1b1-4d82-839c-817022e9d236,2025/3/19,Average,4,4,4,4,4,False,False,True,True,True,False,4,4,4,3,4,False,True,True,True,False,True,False,,
16952,Transportation Planners,"Recommend transportation system improvements or projects, based on economic, population, land-use, or traffic projections.",db4be4c5-3d35-49b8-8dbe-49b4c48b803c,2025/3/19,Novice,2,1,2,1,3,False,False,False,False,False,False,3,1,4,3,2,False,False,False,False,False,False,False,FALSE,FALSE
16192,Search Marketing Strategists,"Collect and analyze Web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.",8dd70ec7-13f2-49dc-abf2-81a7447867de,2025/3/19,Expert,5,3,3,1,1,False,True,False,True,False,False,2,1,3,3,1,False,False,False,False,False,False,False,,FALSE
16190,Search Marketing Strategists,Optimize Web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.,8dd70ec7-13f2-49dc-abf2-81a7447867de,2025/3/19,Expert,5,2,2,1,1,False,True,False,True,False,False,2,1,2,2,2,False,False,False,False,False,False,False,,FALSE
20326,Search Marketing Strategists,Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns.,8dd70ec7-13f2-49dc-abf2-81a7447867de,2025/3/19,Expert,5,3,3,1,1,True,True,False,True,False,False,1,4,1,4,3,False,True,True,True,True,False,False,,
20327,Search Marketing Strategists,"Improve search-related activities through ongoing analysis, experimentation, or optimization tests, using A/B or multivariate methods.",8dd70ec7-13f2-49dc-abf2-81a7447867de,2025/3/19,Average,5,1,1,1,1,False,True,False,True,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
12904,Personal Financial Advisors,Analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.,0b663342-1171-4965-87f5-b665535ac489,2025/3/19,Expert,4,5,4,1,2,False,True,False,True,False,False,2,1,2,5,2,False,False,False,False,False,False,False,,FALSE
20189,Personal Financial Advisors,"Recommend financial products, such as stocks, bonds, mutual funds, or insurance.",0b663342-1171-4965-87f5-b665535ac489,2025/3/19,Expert,2,5,5,5,5,False,False,False,False,False,False,5,3,5,5,1,False,False,False,False,False,False,False,FALSE,FALSE
20188,Personal Financial Advisors,Monitor financial market trends to ensure that client plans are responsive.,0b663342-1171-4965-87f5-b665535ac489,2025/3/19,Expert,5,1,3,1,2,False,False,True,False,False,False,2,1,4,4,1,False,False,False,False,False,False,False,,FALSE
20943,Supply Chain Managers,"Manage activities related to strategic or tactical purchasing, material requirements planning, controlling inventory, warehousing, or receiving.",e3e58de9-5957-4490-a748-b4700b054e0f,2025/3/19,Average,4,2,3,1,1,True,True,True,False,False,False,1,3,2,2,3,True,False,False,False,False,False,False,,
15700,Supply Chain Managers,"Develop procedures for coordination of supply chain management with other functional areas, such as sales, marketing, finance, production, or quality assurance.",e3e58de9-5957-4490-a748-b4700b054e0f,2025/3/19,Average,4,1,4,1,1,True,False,False,True,True,False,2,1,1,3,2,False,False,False,False,False,False,False,,FALSE
20946,Supply Chain Managers,Monitor forecasts and quotas to identify changes and predict effects on supply chain activities.,e3e58de9-5957-4490-a748-b4700b054e0f,2025/3/19,Average,4,1,3,2,1,True,True,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
49,Medical and Health Services Managers,"Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports.",4a98e51f-ab30-4333-98f1-9620e89107eb,2025/3/12,Average,4,2,3,2,2,True,True,True,False,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
55,Medical and Health Services Managers,"Maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options.",4a98e51f-ab30-4333-98f1-9620e89107eb,2025/3/12,Average,3,3,3,2,2,True,False,True,False,False,True,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
61,Medical and Health Services Managers,Review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization.,4a98e51f-ab30-4333-98f1-9620e89107eb,2025/3/12,Average,2,3,4,2,2,False,False,False,False,False,False,2,3,3,3,3,False,True,True,False,True,True,False,FALSE,
21078,Legal Secretaries and Administrative Assistants,"Prepare, proofread, or process legal documents, such as summonses, subpoenas, complaints, appeals, motions, or pretrial agreements.",2f95df58-d1cb-4262-bcda-5b2500e5b122,2025/3/12,Average,4,2,3,3,4,True,False,False,False,False,True,1,4,3,3,3,False,False,True,False,False,False,True,,
766,Legal Secretaries and Administrative Assistants,Schedule and make appointments.,2f95df58-d1cb-4262-bcda-5b2500e5b122,2025/3/12,Expert,4,1,4,1,2,True,False,False,False,False,False,3,3,2,2,2,False,False,False,False,False,False,False,,FALSE
768,Legal Secretaries and Administrative Assistants,"Organize and maintain law libraries, documents, and case files.",2f95df58-d1cb-4262-bcda-5b2500e5b122,2025/3/12,Expert,3,4,3,3,4,True,True,True,False,False,False,2,3,3,4,3,False,True,False,True,False,True,True,,
771,Legal Secretaries and Administrative Assistants,Draft and type office memos.,2f95df58-d1cb-4262-bcda-5b2500e5b122,2025/3/12,Expert,4,1,3,1,2,True,True,False,False,False,True,1,2,1,3,2,False,False,False,False,False,False,False,,FALSE
774,Legal Secretaries and Administrative Assistants,"Complete various forms, such as accident reports, trial and courtroom requests, and applications for clients.",2f95df58-d1cb-4262-bcda-5b2500e5b122,2025/3/12,Expert,2,3,4,2,4,False,False,False,False,False,False,1,3,3,4,3,False,True,True,False,True,True,True,FALSE,
18780,Legal Secretaries and Administrative Assistants,Prepare and distribute invoices to bill clients or pay account expenses.,2f95df58-d1cb-4262-bcda-5b2500e5b122,2025/3/12,Average,4,1,2,1,2,True,False,False,False,False,False,1,2,1,1,1,False,False,False,False,False,False,False,,FALSE
773,Legal Secretaries and Administrative Assistants,Submit articles and information from searches to attorneys for review and approval for use.,2f95df58-d1cb-4262-bcda-5b2500e5b122,2025/3/12,Average,4,1,2,3,2,True,True,True,False,True,False,4,2,2,3,2,False,False,False,False,False,False,False,,FALSE
775,Medical Secretaries and Administrative Assistants,"Schedule and confirm patient diagnostic appointments, surgeries, or medical consultations.",271016a5-733e-43da-8bc9-f9a547bd00cd,2025/3/12,Average,2,1,1,1,3,False,False,False,False,False,False,4,3,4,3,3,True,True,False,False,True,False,True,FALSE,
781,Medical Secretaries and Administrative Assistants,"Maintain medical records, technical library, or correspondence files.",271016a5-733e-43da-8bc9-f9a547bd00cd,2025/3/12,Average,1,3,3,1,2,False,False,False,False,False,False,4,3,2,4,3,True,True,False,True,True,False,True,FALSE,
784,Medical Secretaries and Administrative Assistants,"Perform various clerical or administrative functions, such as ordering and maintaining an inventory of supplies.",271016a5-733e-43da-8bc9-f9a547bd00cd,2025/3/12,Average,1,4,4,1,4,False,False,False,False,False,False,5,3,5,5,5,True,True,True,True,True,False,True,FALSE,
51,Medical and Health Services Managers,"Conduct and administer fiscal operations, including accounting, planning budgets, authorizing expenditures, establishing rates for services, and coordinating financial reporting.",6f3837c8-4ab4-41d1-8660-f7fefefe22b0,2025/3/12,Novice,1,1,1,1,1,False,False,False,False,False,False,2,2,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
55,Medical and Health Services Managers,"Maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options.",6f3837c8-4ab4-41d1-8660-f7fefefe22b0,2025/3/12,Novice,1,3,1,1,3,False,False,False,False,False,False,4,4,2,1,1,False,False,False,False,False,False,False,FALSE,FALSE
55,Medical and Health Services Managers,"Maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options.",40132cc8-ff72-4b92-90b8-568905528c77,2025/3/12,Novice,2,3,3,2,3,False,False,False,False,False,False,4,4,4,4,4,True,False,False,True,False,False,True,FALSE,
57,Medical and Health Services Managers,"Prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives.",40132cc8-ff72-4b92-90b8-568905528c77,2025/3/12,Average,4,3,4,2,3,True,True,True,True,True,True,3,3,2,2,2,False,False,False,False,False,False,False,,FALSE
21078,Legal Secretaries and Administrative Assistants,"Prepare, proofread, or process legal documents, such as summonses, subpoenas, complaints, appeals, motions, or pretrial agreements.",3687147d-ed03-4f20-b5a7-e3aba782c728,2025/3/12,Average,5,1,3,1,1,True,False,False,False,False,True,1,2,3,3,2,False,False,False,False,False,False,False,,FALSE
766,Legal Secretaries and Administrative Assistants,Schedule and make appointments.,3687147d-ed03-4f20-b5a7-e3aba782c728,2025/3/12,Expert,4,2,2,1,2,True,False,True,False,False,False,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
768,Legal Secretaries and Administrative Assistants,"Organize and maintain law libraries, documents, and case files.",3687147d-ed03-4f20-b5a7-e3aba782c728,2025/3/12,Expert,5,3,2,1,2,False,True,True,False,False,True,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
771,Legal Secretaries and Administrative Assistants,Draft and type office memos.,3687147d-ed03-4f20-b5a7-e3aba782c728,2025/3/12,Average,3,1,2,1,2,True,False,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
774,Legal Secretaries and Administrative Assistants,"Complete various forms, such as accident reports, trial and courtroom requests, and applications for clients.",3687147d-ed03-4f20-b5a7-e3aba782c728,2025/3/12,Expert,3,1,1,1,2,True,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
18780,Legal Secretaries and Administrative Assistants,Prepare and distribute invoices to bill clients or pay account expenses.,3687147d-ed03-4f20-b5a7-e3aba782c728,2025/3/12,Expert,5,2,1,1,1,True,True,True,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
21079,Legal Secretaries and Administrative Assistants,Make travel arrangements for attorneys.,3687147d-ed03-4f20-b5a7-e3aba782c728,2025/3/12,Expert,4,2,2,2,2,True,False,False,False,False,False,1,2,2,1,2,False,False,False,False,False,False,False,,FALSE
51,Medical and Health Services Managers,"Conduct and administer fiscal operations, including accounting, planning budgets, authorizing expenditures, establishing rates for services, and coordinating financial reporting.",cb514c71-12f2-4b9c-8c7a-e7fe985895b7,2025/3/12,Expert,5,3,4,1,4,True,False,True,False,False,True,1,2,3,4,3,False,False,True,True,False,True,True,,
55,Medical and Health Services Managers,"Maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options.",cb514c71-12f2-4b9c-8c7a-e7fe985895b7,2025/3/12,Expert,2,3,4,4,5,False,False,False,False,False,False,5,3,4,5,4,True,False,True,True,True,True,True,FALSE,
57,Medical and Health Services Managers,"Prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives.",cb514c71-12f2-4b9c-8c7a-e7fe985895b7,2025/3/12,Expert,5,2,1,1,2,True,True,False,True,False,False,2,2,2,1,2,False,False,False,False,False,False,False,,FALSE
49,Medical and Health Services Managers,"Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports.",4094a2b7-7398-4ff4-b904-4a2ce518cb56,2025/3/12,Average,4,2,2,1,2,True,True,False,False,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
55,Medical and Health Services Managers,"Maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options.",4094a2b7-7398-4ff4-b904-4a2ce518cb56,2025/3/12,Average,1,1,3,1,4,False,False,False,False,False,False,3,5,5,5,5,False,True,True,True,False,True,False,FALSE,
52,Medical and Health Services Managers,"Establish work schedules and assignments for staff, according to workload, space, and equipment availability.",4094a2b7-7398-4ff4-b904-4a2ce518cb56,2025/3/12,Expert,5,2,1,1,1,True,True,False,True,False,True,1,2,2,1,2,False,False,False,False,False,False,False,,FALSE
57,Medical and Health Services Managers,"Prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives.",4094a2b7-7398-4ff4-b904-4a2ce518cb56,2025/3/12,Average,1,3,3,1,3,False,False,False,False,False,False,2,2,3,5,3,True,False,True,False,True,True,False,FALSE,
15731,Online Merchants,"Receive and process payments from customers, using electronic transaction services.",d16f8bd7-89c3-4679-b4ff-1674280f8298,2025/3/12,Expert,1,2,3,1,2,False,False,False,False,False,False,3,4,1,4,4,True,True,False,True,True,True,True,FALSE,
15710,Online Merchants,"Create, manage, or automate orders or invoices, using order management or invoicing software.",d16f8bd7-89c3-4679-b4ff-1674280f8298,2025/3/12,Average,4,2,2,2,3,True,False,True,False,False,True,3,2,3,3,3,True,False,False,True,False,True,True,,
15709,Online Merchants,Deliver e-mail confirmation of completed transactions and shipment.,d16f8bd7-89c3-4679-b4ff-1674280f8298,2025/3/12,Expert,5,1,2,1,1,True,True,True,False,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
15728,Online Merchants,"Correspond with online customers via electronic mail, telephone, or other electronic messaging to address questions or complaints about products, policies, or shipping methods.",d16f8bd7-89c3-4679-b4ff-1674280f8298,2025/3/12,Average,4,1,2,1,2,True,True,True,False,False,True,2,1,2,2,2,False,False,False,False,False,False,False,,FALSE
15707,Online Merchants,Determine and set product prices.,d16f8bd7-89c3-4679-b4ff-1674280f8298,2025/3/12,Average,2,2,2,3,3,False,False,False,False,False,False,3,3,2,3,4,False,True,True,False,True,True,True,FALSE,
15703,Online Merchants,"Upload digital media, such as photos, video, or scanned images to online storefront, auction sites, or other shopping Web sites.",d16f8bd7-89c3-4679-b4ff-1674280f8298,2025/3/12,Expert,3,3,3,3,3,False,False,True,False,False,False,3,2,2,3,3,True,True,True,False,True,True,True,,
15714,Online Merchants,Cancel orders based on customer requests or inventory or delivery problems.,d16f8bd7-89c3-4679-b4ff-1674280f8298,2025/3/12,Expert,4,2,4,2,2,True,True,True,False,False,True,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
15704,Online Merchants,Order or purchase merchandise to maintain optimal inventory levels.,d16f8bd7-89c3-4679-b4ff-1674280f8298,2025/3/12,Average,2,2,2,2,3,False,False,False,False,False,False,2,3,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15711,Online Merchants,Create or maintain database of customer accounts.,d16f8bd7-89c3-4679-b4ff-1674280f8298,2025/3/12,Average,3,2,2,1,2,True,True,True,True,False,True,2,3,2,1,4,False,True,True,False,True,True,True,,
15717,Online Merchants,"Promote products in online communities through weblog or discussion-forum postings, e-mail marketing programs, or online advertising.",d16f8bd7-89c3-4679-b4ff-1674280f8298,2025/3/12,Average,2,3,3,4,3,False,False,False,False,False,False,3,4,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1146,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Monitor and follow applicable laws and regulations.,4e97c316-ce03-491f-afea-e82cd74b5411,2025/3/12,Novice,3,3,2,2,3,False,False,True,False,False,False,3,2,2,2,1,False,False,False,False,False,False,False,,FALSE
1143,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Prepare purchase orders, solicit bid proposals, and review requisitions for goods and services.",4e97c316-ce03-491f-afea-e82cd74b5411,2025/3/12,Average,3,2,3,2,2,True,False,False,False,False,False,3,2,2,2,2,False,False,False,False,False,False,False,,FALSE
1145,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Analyze price proposals, financial reports, and other data and information to determine reasonable prices.",4e97c316-ce03-491f-afea-e82cd74b5411,2025/3/12,Novice,2,3,2,2,2,False,False,False,False,False,False,2,2,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1151,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Maintain and review computerized or manual records of purchased items, costs, deliveries, product performance, and inventories.",4e97c316-ce03-491f-afea-e82cd74b5411,2025/3/12,Novice,2,2,3,3,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1144,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Research and evaluate suppliers, based on price, quality, selection, service, support, availability, reliability, production and distribution capabilities, and the supplier's reputation and history.",4e97c316-ce03-491f-afea-e82cd74b5411,2025/3/12,Novice,3,2,2,2,2,False,False,False,True,False,False,2,2,3,2,1,False,False,False,False,False,False,False,,FALSE
1148,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Monitor shipments to ensure that goods come in on time, and resolve problems related to undelivered goods.",4e97c316-ce03-491f-afea-e82cd74b5411,2025/3/12,Novice,2,3,2,2,2,False,False,False,False,False,False,2,2,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
1153,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Study sales records and inventory levels of current stock to develop strategic purchasing programs that facilitate employee access to supplies.,4e97c316-ce03-491f-afea-e82cd74b5411,2025/3/12,Novice,3,2,3,3,3,False,True,True,False,False,False,2,2,1,2,1,False,False,False,False,False,False,False,,FALSE
1157,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Write and review product specifications, maintaining a working technical knowledge of the goods or services to be purchased.",4e97c316-ce03-491f-afea-e82cd74b5411,2025/3/12,Novice,2,3,2,2,3,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1152,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Review catalogs, industry periodicals, directories, trade journals, and Internet sites and consult with other department personnel to locate necessary goods and services.",4e97c316-ce03-491f-afea-e82cd74b5411,2025/3/12,Novice,3,3,3,3,2,True,False,False,False,False,False,2,2,1,2,1,False,False,False,False,False,False,False,,FALSE
15731,Online Merchants,"Receive and process payments from customers, using electronic transaction services.",b209209f-58d4-41e6-8acf-3abdd8fd3342,2025/3/12,Expert,4,2,3,1,2,True,False,False,False,False,False,1,2,2,1,2,False,False,False,False,False,False,False,,FALSE
15710,Online Merchants,"Create, manage, or automate orders or invoices, using order management or invoicing software.",b209209f-58d4-41e6-8acf-3abdd8fd3342,2025/3/12,Average,4,1,2,1,2,True,True,False,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,,FALSE
15709,Online Merchants,Deliver e-mail confirmation of completed transactions and shipment.,b209209f-58d4-41e6-8acf-3abdd8fd3342,2025/3/12,Expert,5,1,2,1,3,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
15728,Online Merchants,"Correspond with online customers via electronic mail, telephone, or other electronic messaging to address questions or complaints about products, policies, or shipping methods.",b209209f-58d4-41e6-8acf-3abdd8fd3342,2025/3/12,Expert,4,3,3,1,1,True,False,False,True,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
15707,Online Merchants,Determine and set product prices.,b209209f-58d4-41e6-8acf-3abdd8fd3342,2025/3/12,Expert,3,2,3,1,3,True,False,False,True,False,False,1,1,4,5,3,False,True,True,False,True,True,False,,
15730,Online Merchants,"Calculate purchase subtotals, taxes, and shipping costs for submission to customers.",b209209f-58d4-41e6-8acf-3abdd8fd3342,2025/3/12,Expert,3,2,3,1,3,True,False,False,False,False,False,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
15734,Online Merchants,"Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.",b209209f-58d4-41e6-8acf-3abdd8fd3342,2025/3/12,Expert,4,2,4,1,2,True,True,False,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
15703,Online Merchants,"Upload digital media, such as photos, video, or scanned images to online storefront, auction sites, or other shopping Web sites.",b209209f-58d4-41e6-8acf-3abdd8fd3342,2025/3/12,Expert,3,2,3,1,3,True,True,False,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
15735,Online Merchants,"Calculate revenue, sales, and expenses, using financial accounting or spreadsheet software.",b209209f-58d4-41e6-8acf-3abdd8fd3342,2025/3/12,Average,5,1,2,1,1,True,True,False,True,False,False,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
15714,Online Merchants,Cancel orders based on customer requests or inventory or delivery problems.,b209209f-58d4-41e6-8acf-3abdd8fd3342,2025/3/12,Expert,5,1,1,1,1,True,False,False,False,False,False,1,1,3,2,1,False,False,False,False,False,False,False,,FALSE
20942,Supply Chain Managers,"Determine appropriate equipment and staffing levels to load, unload, move, or store materials.",887271ed-0d4b-4cc8-be1a-9a52aa5db665,2025/3/12,Novice,2,1,1,1,1,False,False,False,False,False,False,3,1,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
20943,Supply Chain Managers,"Manage activities related to strategic or tactical purchasing, material requirements planning, controlling inventory, warehousing, or receiving.",887271ed-0d4b-4cc8-be1a-9a52aa5db665,2025/3/12,Average,1,2,1,2,1,False,False,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
15680,Supply Chain Managers,Select transportation routes to maximize economy by combining shipments or consolidating warehousing and distribution.,887271ed-0d4b-4cc8-be1a-9a52aa5db665,2025/3/12,Expert,5,4,2,1,3,True,True,False,False,False,False,2,3,3,2,2,False,False,False,False,False,False,False,,FALSE
1031,Purchasing Managers,"Review, evaluate, and approve specifications for issuing and awarding bids.",41128d16-d4c1-41b9-adde-5103f85efa3e,2025/3/12,Novice,4,2,2,3,2,False,True,True,False,False,False,1,3,2,3,3,False,True,False,False,True,False,False,,
15700,Supply Chain Managers,"Develop procedures for coordination of supply chain management with other functional areas, such as sales, marketing, finance, production, or quality assurance.",887271ed-0d4b-4cc8-be1a-9a52aa5db665,2025/3/12,Novice,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
15696,Supply Chain Managers,"Analyze inventories to determine how to increase inventory turns, reduce waste, or optimize customer service.",887271ed-0d4b-4cc8-be1a-9a52aa5db665,2025/3/12,Average,5,3,2,2,1,False,False,True,True,False,False,1,2,2,2,5,False,False,False,False,True,False,False,,
15697,Supply Chain Managers,Analyze information about supplier performance or procurement program success.,887271ed-0d4b-4cc8-be1a-9a52aa5db665,2025/3/12,Average,2,1,2,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1145,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Analyze price proposals, financial reports, and other data and information to determine reasonable prices.",f21bf353-6e84-43f5-9f24-d29081b77aad,2025/3/12,Novice,1,1,1,1,2,False,False,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
1144,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Research and evaluate suppliers, based on price, quality, selection, service, support, availability, reliability, production and distribution capabilities, and the supplier's reputation and history.",f21bf353-6e84-43f5-9f24-d29081b77aad,2025/3/12,Novice,2,2,3,2,2,False,False,False,False,False,False,2,2,2,3,3,False,False,True,True,False,False,False,FALSE,
49,Medical and Health Services Managers,"Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports.",85d9c68d-bd32-4a26-888f-876859d37cf4,2025/3/12,Average,5,3,5,1,5,True,False,True,False,False,False,4,4,4,5,1,False,False,False,False,False,False,False,,FALSE
61,Medical and Health Services Managers,Review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization.,85d9c68d-bd32-4a26-888f-876859d37cf4,2025/3/12,Average,4,4,4,1,5,True,False,False,False,False,True,4,4,5,4,2,False,False,False,False,False,False,False,,FALSE
737,Travel Agents,Collect payment for transportation and accommodations from customer.,8f69f5d9-83f4-49ec-bb10-36d337bf3d84,2025/3/12,Expert,1,1,2,2,2,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
741,Travel Agents,"Plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.",8f69f5d9-83f4-49ec-bb10-36d337bf3d84,2025/3/12,Expert,2,3,2,2,2,False,False,False,False,False,False,2,3,2,2,4,True,True,True,True,True,True,True,FALSE,
20900,Travel Agents,"Record and maintain information on clients, vendors, and travel packages.",8f69f5d9-83f4-49ec-bb10-36d337bf3d84,2025/3/12,Expert,2,2,2,2,2,False,False,False,False,False,False,2,2,2,2,3,True,True,True,True,True,True,True,FALSE,
742,Travel Agents,"Provide customer with brochures and publications containing travel information, such as local customs, points of interest, or foreign country regulations.",8f69f5d9-83f4-49ec-bb10-36d337bf3d84,2025/3/12,Expert,2,2,2,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15731,Online Merchants,"Receive and process payments from customers, using electronic transaction services.",e7f4bed8-38db-4268-a27a-3f43461cb10b,2025/3/12,Average,1,1,2,1,4,False,False,False,False,False,False,5,5,2,5,5,True,True,True,True,True,True,True,FALSE,
15710,Online Merchants,"Create, manage, or automate orders or invoices, using order management or invoicing software.",e7f4bed8-38db-4268-a27a-3f43461cb10b,2025/3/12,Average,1,1,4,4,4,False,False,False,False,False,False,3,5,3,3,5,False,True,False,True,True,False,True,FALSE,
15709,Online Merchants,Deliver e-mail confirmation of completed transactions and shipment.,e7f4bed8-38db-4268-a27a-3f43461cb10b,2025/3/12,Novice,4,1,2,1,4,True,True,False,False,False,True,1,3,2,2,3,False,False,False,True,True,False,False,,
15728,Online Merchants,"Correspond with online customers via electronic mail, telephone, or other electronic messaging to address questions or complaints about products, policies, or shipping methods.",e7f4bed8-38db-4268-a27a-3f43461cb10b,2025/3/12,Average,3,1,2,1,4,True,False,False,False,False,False,4,3,5,4,3,False,True,False,True,True,False,False,,
15707,Online Merchants,Determine and set product prices.,e7f4bed8-38db-4268-a27a-3f43461cb10b,2025/3/12,Expert,1,1,4,1,4,False,False,False,False,False,False,5,2,5,5,5,False,True,False,False,True,True,False,FALSE,
15730,Online Merchants,"Calculate purchase subtotals, taxes, and shipping costs for submission to customers.",e7f4bed8-38db-4268-a27a-3f43461cb10b,2025/3/12,Expert,3,1,2,1,3,True,False,False,True,True,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
15734,Online Merchants,"Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.",e7f4bed8-38db-4268-a27a-3f43461cb10b,2025/3/12,Expert,5,2,5,1,1,False,True,True,True,True,False,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
15703,Online Merchants,"Upload digital media, such as photos, video, or scanned images to online storefront, auction sites, or other shopping Web sites.",e7f4bed8-38db-4268-a27a-3f43461cb10b,2025/3/12,Expert,3,1,5,2,2,False,True,False,True,False,False,2,1,3,5,4,True,True,True,False,True,False,False,,
15735,Online Merchants,"Calculate revenue, sales, and expenses, using financial accounting or spreadsheet software.",e7f4bed8-38db-4268-a27a-3f43461cb10b,2025/3/12,Average,5,1,1,1,1,False,True,False,True,True,False,1,1,1,1,3,False,True,False,False,True,False,False,,
15714,Online Merchants,Cancel orders based on customer requests or inventory or delivery problems.,e7f4bed8-38db-4268-a27a-3f43461cb10b,2025/3/12,Expert,1,1,1,1,1,False,False,False,False,False,False,5,5,4,4,5,True,True,False,True,True,True,False,FALSE,
1146,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Monitor and follow applicable laws and regulations.,192f172b-9dde-4947-a81c-3441acee506e,2025/3/12,Expert,2,5,4,4,2,False,False,False,False,False,False,2,4,3,3,4,True,True,True,True,True,True,True,FALSE,
1143,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Prepare purchase orders, solicit bid proposals, and review requisitions for goods and services.",192f172b-9dde-4947-a81c-3441acee506e,2025/3/12,Average,3,4,4,5,2,True,False,True,True,False,False,1,5,2,1,3,False,True,True,True,True,False,False,,
1151,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Maintain and review computerized or manual records of purchased items, costs, deliveries, product performance, and inventories.",192f172b-9dde-4947-a81c-3441acee506e,2025/3/12,Expert,2,5,5,5,2,False,False,False,False,False,False,1,3,3,3,3,True,True,True,True,False,False,False,FALSE,
1148,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Monitor shipments to ensure that goods come in on time, and resolve problems related to undelivered goods.",192f172b-9dde-4947-a81c-3441acee506e,2025/3/12,Expert,3,4,4,4,2,True,False,True,False,True,False,1,2,3,2,2,False,False,False,False,False,False,False,,FALSE
15980,Sustainability Specialists,"Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling.",a89f9fa3-c8cf-4b60-b8cd-105664cf4e27,2025/3/12,Expert,3,5,5,5,3,True,False,False,False,False,False,3,5,2,5,3,True,False,False,False,False,False,False,,
15979,Sustainability Specialists,"Assess or propose sustainability initiatives, considering factors such as cost effectiveness, technical feasibility, and acceptance.",a89f9fa3-c8cf-4b60-b8cd-105664cf4e27,2025/3/12,Expert,2,1,3,5,5,False,False,False,False,False,False,4,5,4,5,5,True,True,True,True,True,True,False,FALSE,
15973,Sustainability Specialists,Provide technical or administrative support for sustainability programs or issues.,a89f9fa3-c8cf-4b60-b8cd-105664cf4e27,2025/3/12,Expert,3,2,5,5,5,True,False,True,False,False,True,5,5,5,5,3,True,True,True,False,False,False,False,,
15976,Sustainability Specialists,Develop reports or presentations to communicate the effectiveness of sustainability initiatives.,a89f9fa3-c8cf-4b60-b8cd-105664cf4e27,2025/3/12,Expert,3,4,5,5,5,True,False,False,False,False,True,5,5,5,5,3,True,True,True,False,False,False,False,,
15975,Sustainability Specialists,Create or maintain plans or other documents related to sustainability projects.,a89f9fa3-c8cf-4b60-b8cd-105664cf4e27,2025/3/12,Expert,3,3,5,5,5,True,False,True,False,False,True,5,5,5,5,2,False,False,False,False,False,False,False,,FALSE
15978,Sustainability Specialists,Collect information about waste stream management or green building practices to inform decision makers.,a89f9fa3-c8cf-4b60-b8cd-105664cf4e27,2025/3/12,Expert,2,5,5,5,5,False,False,False,False,False,False,5,5,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
1033,Purchasing Managers,Prepare bid awards requiring board approval.,41128d16-d4c1-41b9-adde-5103f85efa3e,2025/3/12,Novice,4,1,2,2,3,True,True,True,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
9758,Reservation and Transportation Ticket Agents and Travel Clerks,Examine passenger documentation to determine destinations and to assign boarding passes.,b4ebc422-8445-43a3-84a6-3f1e484066bb,2025/3/12,Average,1,2,5,4,1,False,False,False,False,False,False,1,1,5,4,3,False,True,False,False,True,False,False,FALSE,
9755,Reservation and Transportation Ticket Agents and Travel Clerks,"Inform clients of essential travel information, such as travel times, transportation connections, or medical and visa requirements.",b4ebc422-8445-43a3-84a6-3f1e484066bb,2025/3/12,Average,4,1,1,1,2,True,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
20492,Civil Engineers,"Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.",00271308-0598-429d-ac98-81a16d041ede,2025/3/19,Expert,3,3,4,2,5,True,False,False,True,True,False,3,4,4,4,3,True,False,False,False,True,False,False,,
19607,Civil Engineers,Design energy-efficient or environmentally sound civil structures.,00271308-0598-429d-ac98-81a16d041ede,2025/3/19,Expert,3,3,4,4,5,True,False,True,False,True,False,4,5,4,5,5,True,False,False,True,False,False,True,,
15593,Clinical Research Coordinators,"Review proposed study protocols to evaluate factors such as sample collection processes, data management plans, or potential subject risks.",196ae771-90ee-42a7-a810-94eeeb5741f3,2025/3/19,Expert,4,3,5,3,5,True,False,True,False,False,True,4,4,4,2,5,True,False,True,False,True,False,True,,
15609,Clinical Research Coordinators,"Code, evaluate, or interpret collected study data.",196ae771-90ee-42a7-a810-94eeeb5741f3,2025/3/19,Expert,5,5,5,4,4,True,True,False,True,False,True,5,5,2,5,4,True,True,True,False,False,True,False,,
15583,Clinical Research Coordinators,"Review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.",196ae771-90ee-42a7-a810-94eeeb5741f3,2025/3/19,Expert,1,1,1,1,1,False,False,False,False,False,False,1,1,1,5,2,False,False,False,False,False,False,False,FALSE,FALSE
11405,Data Entry Keyers,"Locate and correct data entry errors, or report them to supervisors.",eac2aff0-bfe9-41e6-a945-9046afaec333,2025/3/19,Expert,4,1,4,2,4,True,True,True,False,False,True,2,4,4,5,3,True,True,True,True,True,True,True,,
11403,Data Entry Keyers,"Compare data with source documents, or re-enter data in verification format to detect errors.",eac2aff0-bfe9-41e6-a945-9046afaec333,2025/3/19,Expert,4,4,4,3,4,True,True,True,False,False,True,4,4,4,4,4,True,True,True,True,True,True,True,,
11404,Data Entry Keyers,Store completed documents in appropriate locations.,eac2aff0-bfe9-41e6-a945-9046afaec333,2025/3/19,Expert,5,5,5,3,4,True,True,True,False,False,True,5,5,5,5,5,True,True,True,True,True,True,True,,
11401,Data Entry Keyers,"Read source documents such as canceled checks, sales reports, or bills, and enter data in specific data fields or onto tapes or disks for subsequent entry, using keyboards or scanners.",eac2aff0-bfe9-41e6-a945-9046afaec333,2025/3/19,Expert,5,5,4,3,4,True,True,True,True,False,True,5,5,5,5,5,True,True,True,True,True,True,True,,
11363,"Production, Planning, and Expediting Clerks","Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.",15e5e379-2d54-4b39-8c43-c5e63631a1e3,2025/3/19,Expert,4,2,3,2,2,True,False,False,False,False,True,3,2,2,3,3,True,False,False,False,False,False,False,,
11368,"Production, Planning, and Expediting Clerks",Requisition and maintain inventories of materials or supplies necessary to meet production demands.,656d1ef0-ef48-426b-a7bc-6c316b7fd280,2025/3/19,Novice,1,1,1,5,1,False,False,False,False,False,False,5,1,5,5,5,True,False,True,True,True,True,True,FALSE,
3243,Advertising and Promotions Managers,Contact organizations to explain services and facilities offered.,0f364020-b1b1-4d82-839c-817022e9d236,2025/3/19,Expert,4,4,4,4,4,False,True,False,True,True,False,4,3,4,4,2,False,False,False,False,False,False,False,,FALSE
16943,Transportation Planners,Prepare reports or recommendations on transportation planning.,db4be4c5-3d35-49b8-8dbe-49b4c48b803c,2025/3/19,Average,3,2,2,1,2,True,True,False,False,False,True,1,1,2,2,3,False,True,False,False,True,True,False,,
3226,Advertising and Promotions Managers,"Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to specifications.",e8309a2a-e1fa-416a-bfcc-01c9f1a36ccf,2025/3/19,Average,3,2,3,3,3,False,False,False,False,False,True,3,4,3,4,3,False,False,True,False,False,False,False,,
49,Medical and Health Services Managers,"Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports.",02928826-5677-404b-bdb4-0dfdebd187e0,2025/3/19,Expert,2,4,5,3,5,False,False,False,False,False,False,4,4,2,2,3,False,True,True,True,False,True,True,FALSE,
55,Medical and Health Services Managers,"Maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options.",02928826-5677-404b-bdb4-0dfdebd187e0,2025/3/19,Expert,4,4,5,3,5,True,False,False,False,False,True,2,2,1,2,3,False,False,False,False,False,False,True,,
57,Medical and Health Services Managers,"Prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives.",02928826-5677-404b-bdb4-0dfdebd187e0,2025/3/19,Expert,3,4,4,3,4,True,False,True,False,False,True,3,4,3,3,4,True,True,True,True,False,True,True,,
15415,Quality Control Systems Managers,Review and update standard operating procedures or quality assurance manuals.,dae7550b-e7f3-476d-abdf-16ceee6f4a8f,2025/3/19,Expert,3,3,5,2,4,True,False,True,False,False,True,1,3,2,5,4,False,True,True,True,True,True,True,,
15414,Quality Control Systems Managers,Review quality documentation necessary for regulatory submissions and inspections.,dae7550b-e7f3-476d-abdf-16ceee6f4a8f,2025/3/19,Expert,2,4,4,2,3,False,False,False,False,False,False,1,4,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
15427,Quality Control Systems Managers,"Communicate quality control information to all relevant organizational departments, outside vendors, or contractors.",dae7550b-e7f3-476d-abdf-16ceee6f4a8f,2025/3/19,Expert,2,3,3,1,2,False,False,False,False,False,False,1,4,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
15423,Quality Control Systems Managers,"Document testing procedures, methodologies, or criteria.",dae7550b-e7f3-476d-abdf-16ceee6f4a8f,2025/3/19,Expert,2,4,4,3,2,False,False,False,False,False,False,1,4,4,4,4,False,True,True,True,True,True,True,FALSE,
1786,Editors,"Read, evaluate and edit manuscripts or other materials submitted for publication, and confer with authors regarding changes in content, style or organization, or publication.",7692ee9d-a74f-4f8b-a82f-5cb730f135da,2025/3/19,Average,3,1,3,2,2,False,False,False,True,True,False,3,3,2,2,2,False,False,False,False,False,False,False,,FALSE
1779,Editors,"Plan the contents of publications according to the publication's style, editorial policy, and publishing requirements.",7692ee9d-a74f-4f8b-a82f-5cb730f135da,2025/3/19,Expert,1,3,4,1,3,False,False,False,False,False,False,2,2,3,3,4,False,False,True,True,True,False,False,FALSE,
1785,Editors,"Assign topics, events and stories to individual writers or reporters for coverage.",7692ee9d-a74f-4f8b-a82f-5cb730f135da,2025/3/19,Expert,1,3,3,3,3,False,False,False,False,False,False,2,3,3,2,3,False,False,True,False,True,False,False,FALSE,
11375,"Production, Planning, and Expediting Clerks","Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts.",2dd4d3e7-8130-489b-bc51-c06511761fd4,2025/3/19,Average,4,3,3,1,2,True,False,True,False,False,False,2,4,2,3,3,False,False,True,True,False,False,False,,
11367,"Production, Planning, and Expediting Clerks","Record production data, including volume produced, consumption of raw materials, or quality control measures.",2dd4d3e7-8130-489b-bc51-c06511761fd4,2025/3/19,Average,3,4,5,3,4,True,False,False,False,False,False,1,2,2,2,3,False,False,True,False,False,False,False,,
16151,Information Technology Project Managers,Perform risk assessments to develop response strategies.,4f4b2c03-168a-43c0-8feb-8e65c1b69772,2025/3/20,Average,2,2,2,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
16171,Information Technology Project Managers,Develop and manage work breakdown structure (WBS) of information technology projects.,4f4b2c03-168a-43c0-8feb-8e65c1b69772,2025/3/20,Average,3,3,3,3,3,False,True,False,False,True,False,3,2,3,3,1,False,False,False,False,False,False,False,,FALSE
16167,Information Technology Project Managers,"Assign duties, responsibilities, and spans of authority to project personnel.",4f4b2c03-168a-43c0-8feb-8e65c1b69772,2025/3/20,Expert,3,3,3,3,3,False,False,False,False,False,True,3,3,4,3,2,False,False,False,False,False,False,False,,FALSE
16199,Video Game Designers,Balance and adjust gameplay experiences to ensure the critical and commercial success of the product.,13731cde-2f5d-4e91-9865-c87ba1ec3ad2,2025/3/20,Novice,4,2,2,1,2,True,True,True,False,False,True,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
16208,Video Game Designers,"Devise missions, challenges, or puzzles to be encountered in game play.",13731cde-2f5d-4e91-9865-c87ba1ec3ad2,2025/3/20,Average,3,3,4,1,5,True,False,True,False,False,True,1,3,4,4,4,False,True,True,True,True,True,False,,
16217,Video Game Designers,"Create core game features, including storylines, role-play mechanics, and character biographies for a new video game or game franchise.",13731cde-2f5d-4e91-9865-c87ba1ec3ad2,2025/3/20,Average,5,1,2,1,1,True,True,True,False,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
16201,Video Game Designers,"Solicit, obtain, and integrate feedback from design and technical staff into original game design.",13731cde-2f5d-4e91-9865-c87ba1ec3ad2,2025/3/20,Average,3,2,4,2,3,True,True,True,False,False,True,1,4,3,2,2,False,False,False,False,False,False,False,,FALSE
16214,Video Game Designers,Conduct regular design reviews throughout the game development process.,13731cde-2f5d-4e91-9865-c87ba1ec3ad2,2025/3/20,Novice,4,1,1,1,1,True,True,True,True,True,True,1,2,4,2,2,False,False,False,False,False,False,False,,FALSE
9754,Reservation and Transportation Ticket Agents and Travel Clerks,"Determine whether space is available on travel dates requested by customers, assigning requested spaces when available.",b4ebc422-8445-43a3-84a6-3f1e484066bb,2025/3/12,Novice,2,2,1,1,3,False,False,False,False,False,False,3,4,2,2,3,True,False,False,True,False,False,False,FALSE,
9752,Reservation and Transportation Ticket Agents and Travel Clerks,"Answer inquiries regarding information, such as schedules, accommodations, procedures, or policies.",b4ebc422-8445-43a3-84a6-3f1e484066bb,2025/3/12,Average,2,4,4,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15731,Online Merchants,"Receive and process payments from customers, using electronic transaction services.",db3471e3-0533-4af1-a48b-e7d6b4ad4025,2025/3/12,Expert,1,1,1,1,5,False,False,False,False,False,False,4,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
15728,Online Merchants,"Correspond with online customers via electronic mail, telephone, or other electronic messaging to address questions or complaints about products, policies, or shipping methods.",db3471e3-0533-4af1-a48b-e7d6b4ad4025,2025/3/12,Expert,5,2,2,3,1,True,False,False,True,False,False,1,3,3,3,3,False,False,True,True,False,True,True,,
15707,Online Merchants,Determine and set product prices.,db3471e3-0533-4af1-a48b-e7d6b4ad4025,2025/3/12,Expert,3,3,3,4,5,False,True,False,False,False,False,1,1,2,4,2,False,False,False,False,False,False,False,,FALSE
15730,Online Merchants,"Calculate purchase subtotals, taxes, and shipping costs for submission to customers.",db3471e3-0533-4af1-a48b-e7d6b4ad4025,2025/3/12,Expert,2,3,3,2,5,False,False,False,False,False,False,5,3,1,2,5,True,False,False,True,True,False,False,FALSE,
15734,Online Merchants,"Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.",db3471e3-0533-4af1-a48b-e7d6b4ad4025,2025/3/12,Expert,3,4,5,2,5,True,True,True,True,True,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
15703,Online Merchants,"Upload digital media, such as photos, video, or scanned images to online storefront, auction sites, or other shopping Web sites.",db3471e3-0533-4af1-a48b-e7d6b4ad4025,2025/3/12,Expert,1,2,3,4,2,False,False,False,False,False,False,5,1,1,1,5,True,False,False,False,True,False,False,FALSE,
15735,Online Merchants,"Calculate revenue, sales, and expenses, using financial accounting or spreadsheet software.",db3471e3-0533-4af1-a48b-e7d6b4ad4025,2025/3/12,Expert,4,3,4,4,1,True,True,False,True,True,False,1,1,2,4,2,False,False,False,False,False,False,False,,FALSE
15714,Online Merchants,Cancel orders based on customer requests or inventory or delivery problems.,db3471e3-0533-4af1-a48b-e7d6b4ad4025,2025/3/12,Expert,5,1,1,2,1,True,False,False,False,False,False,1,5,1,1,1,False,False,False,False,False,False,False,,FALSE
15732,Online Merchants,"Prepare or organize online storefront marketing material, including product descriptions or subject lines, optimizing content to search engine criteria.",db3471e3-0533-4af1-a48b-e7d6b4ad4025,2025/3/12,Expert,3,3,3,2,2,True,True,True,False,False,False,1,1,2,5,2,False,False,False,False,False,False,False,,FALSE
15704,Online Merchants,Order or purchase merchandise to maintain optimal inventory levels.,db3471e3-0533-4af1-a48b-e7d6b4ad4025,2025/3/12,Expert,1,2,4,5,5,False,False,False,False,False,False,5,3,5,5,5,True,True,False,False,True,False,False,FALSE,
1031,Purchasing Managers,"Review, evaluate, and approve specifications for issuing and awarding bids.",c45aab76-2d63-4e05-8960-31998d522196,2025/3/12,Novice,3,2,2,2,2,False,True,False,True,False,False,2,3,3,2,3,False,True,True,False,True,False,False,,
1025,Purchasing Managers,Review purchase order claims and contracts for conformance to company policy.,c45aab76-2d63-4e05-8960-31998d522196,2025/3/12,Novice,4,2,1,1,2,False,True,True,False,False,False,1,4,1,2,3,False,False,False,True,False,True,False,,
1026,Purchasing Managers,Analyze market and delivery systems to assess present and future material availability.,c45aab76-2d63-4e05-8960-31998d522196,2025/3/12,Expert,4,2,2,1,3,False,True,True,False,False,True,2,1,2,3,1,False,False,False,False,False,False,False,,FALSE
9758,Reservation and Transportation Ticket Agents and Travel Clerks,Examine passenger documentation to determine destinations and to assign boarding passes.,34d61fe5-60fb-4706-bd19-dc71f6e30367,2025/3/12,Expert,3,3,4,3,2,True,True,True,False,False,True,2,3,4,4,3,True,False,True,True,False,True,True,,
9762,Reservation and Transportation Ticket Agents and Travel Clerks,"Trace lost, delayed, or misdirected baggage for customers.",34d61fe5-60fb-4706-bd19-dc71f6e30367,2025/3/12,Average,1,2,2,1,2,False,False,False,False,False,False,2,5,4,3,5,True,True,True,True,True,True,True,FALSE,
9754,Reservation and Transportation Ticket Agents and Travel Clerks,"Determine whether space is available on travel dates requested by customers, assigning requested spaces when available.",34d61fe5-60fb-4706-bd19-dc71f6e30367,2025/3/12,Average,3,3,4,3,3,True,False,True,True,True,True,3,4,4,4,4,True,True,True,True,True,True,True,,
9753,Reservation and Transportation Ticket Agents and Travel Clerks,"Assemble and issue required documentation, such as tickets, travel insurance policies, or itineraries.",34d61fe5-60fb-4706-bd19-dc71f6e30367,2025/3/12,Average,3,5,5,4,3,True,True,True,True,True,True,3,3,4,3,4,False,True,True,True,True,True,True,,
9756,Reservation and Transportation Ticket Agents and Travel Clerks,Maintain computerized inventories of available passenger space and provide information on space reserved or available.,34d61fe5-60fb-4706-bd19-dc71f6e30367,2025/3/12,Average,3,4,3,4,3,True,False,True,True,True,True,3,3,4,4,4,False,True,True,True,True,True,True,,
9755,Reservation and Transportation Ticket Agents and Travel Clerks,"Inform clients of essential travel information, such as travel times, transportation connections, or medical and visa requirements.",34d61fe5-60fb-4706-bd19-dc71f6e30367,2025/3/12,Average,4,5,4,3,4,True,True,True,True,True,True,3,5,4,5,5,False,True,True,True,True,True,True,,
9752,Reservation and Transportation Ticket Agents and Travel Clerks,"Answer inquiries regarding information, such as schedules, accommodations, procedures, or policies.",34d61fe5-60fb-4706-bd19-dc71f6e30367,2025/3/12,Average,2,5,4,3,3,False,False,False,False,False,False,3,5,5,5,5,False,True,True,True,True,True,True,FALSE,
9749,Reservation and Transportation Ticket Agents and Travel Clerks,"Plan routes, itineraries, and accommodation details, and compute fares and fees, using schedules, rate books, and computers.",34d61fe5-60fb-4706-bd19-dc71f6e30367,2025/3/12,Average,3,5,4,3,3,True,True,True,True,True,True,3,5,5,5,4,False,True,True,True,True,True,True,,
9751,Reservation and Transportation Ticket Agents and Travel Clerks,Prepare customer invoices and accept payment.,34d61fe5-60fb-4706-bd19-dc71f6e30367,2025/3/12,Average,5,5,5,4,3,True,True,True,True,True,True,3,5,4,4,4,True,True,True,True,True,True,True,,
9766,Reservation and Transportation Ticket Agents and Travel Clerks,"Provide customers with travel suggestions and information sources, such as guides, directories, brochures, or maps.",34d61fe5-60fb-4706-bd19-dc71f6e30367,2025/3/12,Average,4,5,4,3,3,True,True,True,True,True,True,3,3,3,3,3,True,True,True,True,True,True,True,,
20475,Training and Development Specialists,"Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.",2dc34033-75f1-4bc5-af68-d63d04483f99,2025/3/12,Expert,4,1,3,1,2,True,True,True,False,False,True,3,4,2,3,3,True,False,True,True,True,False,True,,
19559,Training and Development Specialists,"Evaluate modes of training delivery, such as in-person or virtual, to optimize training effectiveness, training costs, or environmental impacts.",2dc34033-75f1-4bc5-af68-d63d04483f99,2025/3/12,Expert,3,1,4,1,2,True,True,False,False,False,True,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
98,Training and Development Specialists,"Monitor, evaluate, or record training activities or program effectiveness.",2dc34033-75f1-4bc5-af68-d63d04483f99,2025/3/12,Expert,4,1,1,1,2,True,True,False,False,False,True,1,2,2,2,3,False,True,True,False,False,False,False,,
20475,Training and Development Specialists,"Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.",523be1ca-a482-4c5b-aadb-2a30309cb23f,2025/3/12,Novice,2,2,3,4,3,False,False,False,False,False,False,3,5,2,5,5,False,False,True,True,True,True,True,FALSE,
19559,Training and Development Specialists,"Evaluate modes of training delivery, such as in-person or virtual, to optimize training effectiveness, training costs, or environmental impacts.",523be1ca-a482-4c5b-aadb-2a30309cb23f,2025/3/12,Average,3,1,3,4,3,True,True,False,False,False,False,2,4,2,5,5,False,False,True,True,True,True,True,,
20474,Training and Development Specialists,"Design, plan, organize, or direct orientation and training programs for employees or customers.",523be1ca-a482-4c5b-aadb-2a30309cb23f,2025/3/12,Expert,4,3,4,5,4,True,True,False,False,False,False,3,5,3,5,5,False,False,True,True,True,True,True,,
93,Training and Development Specialists,"Keep up with developments in area of expertise by reading current journals, books, or magazine articles.",523be1ca-a482-4c5b-aadb-2a30309cb23f,2025/3/12,Average,4,1,2,5,1,False,False,True,False,True,False,2,5,1,5,5,False,False,True,True,False,False,False,,
95,Training and Development Specialists,"Schedule classes based on availability of classrooms, equipment, or instructors.",523be1ca-a482-4c5b-aadb-2a30309cb23f,2025/3/12,Novice,3,1,1,5,1,True,False,False,False,False,False,4,5,2,5,2,False,False,False,False,False,False,False,,FALSE
21549,Appraisers and Assessors of Real Estate,"Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.",eaf44aa1-cf34-49b3-ba8c-d2deee2d070a,2025/3/12,Average,1,1,2,1,2,False,False,False,False,False,False,2,2,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
21552,Appraisers and Assessors of Real Estate,Collect and analyze relevant data to identify real estate market trends.,eaf44aa1-cf34-49b3-ba8c-d2deee2d070a,2025/3/12,Average,3,1,1,3,2,False,True,False,False,False,False,2,2,2,1,1,False,False,False,False,False,False,False,,FALSE
21078,Legal Secretaries and Administrative Assistants,"Prepare, proofread, or process legal documents, such as summonses, subpoenas, complaints, appeals, motions, or pretrial agreements.",e7217ceb-6515-40f6-8ff6-2f9fcbe032a7,2025/3/13,Expert,2,4,4,5,3,False,False,False,False,False,False,3,4,3,4,3,True,False,True,True,True,True,True,FALSE,
766,Legal Secretaries and Administrative Assistants,Schedule and make appointments.,e7217ceb-6515-40f6-8ff6-2f9fcbe032a7,2025/3/13,Expert,3,1,1,1,1,True,True,False,False,False,True,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
768,Legal Secretaries and Administrative Assistants,"Organize and maintain law libraries, documents, and case files.",e7217ceb-6515-40f6-8ff6-2f9fcbe032a7,2025/3/13,Expert,1,3,3,3,3,False,False,False,False,False,False,4,5,3,3,5,True,False,True,False,True,False,False,FALSE,
771,Legal Secretaries and Administrative Assistants,Draft and type office memos.,e7217ceb-6515-40f6-8ff6-2f9fcbe032a7,2025/3/13,Expert,2,2,3,3,3,False,False,False,False,False,False,1,5,3,3,3,False,True,True,True,True,True,True,FALSE,
774,Legal Secretaries and Administrative Assistants,"Complete various forms, such as accident reports, trial and courtroom requests, and applications for clients.",e7217ceb-6515-40f6-8ff6-2f9fcbe032a7,2025/3/13,Expert,2,4,4,5,3,False,False,False,False,False,False,4,5,3,4,5,True,False,True,True,True,True,True,FALSE,
18780,Legal Secretaries and Administrative Assistants,Prepare and distribute invoices to bill clients or pay account expenses.,e7217ceb-6515-40f6-8ff6-2f9fcbe032a7,2025/3/13,Expert,5,1,2,1,2,True,True,True,False,False,True,1,2,2,4,1,False,False,False,False,False,False,False,,FALSE
773,Legal Secretaries and Administrative Assistants,Submit articles and information from searches to attorneys for review and approval for use.,e7217ceb-6515-40f6-8ff6-2f9fcbe032a7,2025/3/13,Average,4,2,2,2,2,True,True,True,True,False,True,1,1,2,3,3,False,False,True,False,True,True,False,,
21079,Legal Secretaries and Administrative Assistants,Make travel arrangements for attorneys.,e7217ceb-6515-40f6-8ff6-2f9fcbe032a7,2025/3/13,Expert,4,1,1,1,3,True,True,False,False,False,True,1,1,2,2,1,False,False,False,False,False,False,False,,FALSE
1146,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Monitor and follow applicable laws and regulations.,d13549e7-fcb5-4e82-bc8e-4c4cbf35a8b6,2025/3/13,Average,5,3,2,4,2,True,False,False,False,False,False,3,3,2,3,4,True,False,False,False,False,False,False,,
1143,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Prepare purchase orders, solicit bid proposals, and review requisitions for goods and services.",d13549e7-fcb5-4e82-bc8e-4c4cbf35a8b6,2025/3/13,Novice,5,1,1,1,2,True,False,False,False,False,False,1,2,3,2,2,False,False,False,False,False,False,False,,FALSE
1145,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Analyze price proposals, financial reports, and other data and information to determine reasonable prices.",d13549e7-fcb5-4e82-bc8e-4c4cbf35a8b6,2025/3/13,Average,5,3,3,2,1,True,False,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,,FALSE
1151,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Maintain and review computerized or manual records of purchased items, costs, deliveries, product performance, and inventories.",d13549e7-fcb5-4e82-bc8e-4c4cbf35a8b6,2025/3/13,Average,3,4,4,3,4,True,False,False,False,False,False,3,2,3,2,3,False,False,False,False,True,False,False,,
1153,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Study sales records and inventory levels of current stock to develop strategic purchasing programs that facilitate employee access to supplies.,d13549e7-fcb5-4e82-bc8e-4c4cbf35a8b6,2025/3/13,Average,3,3,3,4,2,True,False,False,False,False,False,3,3,3,3,4,False,False,False,False,True,False,False,,
21078,Legal Secretaries and Administrative Assistants,"Prepare, proofread, or process legal documents, such as summonses, subpoenas, complaints, appeals, motions, or pretrial agreements.",76f6307c-9bc7-44db-ba6b-9833ffb6b567,2025/3/13,Expert,2,1,2,1,3,False,False,False,False,False,False,1,3,1,4,4,False,False,True,True,True,True,True,FALSE,
766,Legal Secretaries and Administrative Assistants,Schedule and make appointments.,76f6307c-9bc7-44db-ba6b-9833ffb6b567,2025/3/13,Expert,5,1,2,1,1,True,True,True,False,False,True,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
768,Legal Secretaries and Administrative Assistants,"Organize and maintain law libraries, documents, and case files.",76f6307c-9bc7-44db-ba6b-9833ffb6b567,2025/3/13,Expert,4,2,2,1,2,True,False,True,False,False,True,2,1,1,2,3,True,False,True,False,False,False,True,,
771,Legal Secretaries and Administrative Assistants,Draft and type office memos.,76f6307c-9bc7-44db-ba6b-9833ffb6b567,2025/3/13,Expert,1,1,4,4,4,False,False,False,False,False,False,1,3,4,5,5,False,True,True,True,True,True,True,FALSE,
774,Legal Secretaries and Administrative Assistants,"Complete various forms, such as accident reports, trial and courtroom requests, and applications for clients.",76f6307c-9bc7-44db-ba6b-9833ffb6b567,2025/3/13,Expert,2,1,3,3,2,False,False,False,False,False,False,1,3,3,4,4,False,False,True,True,True,False,True,FALSE,
18780,Legal Secretaries and Administrative Assistants,Prepare and distribute invoices to bill clients or pay account expenses.,76f6307c-9bc7-44db-ba6b-9833ffb6b567,2025/3/13,Expert,5,2,1,1,1,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
773,Legal Secretaries and Administrative Assistants,Submit articles and information from searches to attorneys for review and approval for use.,76f6307c-9bc7-44db-ba6b-9833ffb6b567,2025/3/13,Average,2,2,4,3,5,False,False,False,False,False,False,1,3,3,5,4,False,False,True,True,True,True,False,FALSE,
21079,Legal Secretaries and Administrative Assistants,Make travel arrangements for attorneys.,76f6307c-9bc7-44db-ba6b-9833ffb6b567,2025/3/13,Expert,5,1,1,1,1,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
1146,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Monitor and follow applicable laws and regulations.,4f14bb65-7df4-4fee-8c16-cfcc52e1f6e6,2025/3/13,Average,2,2,2,2,2,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1143,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Prepare purchase orders, solicit bid proposals, and review requisitions for goods and services.",4f14bb65-7df4-4fee-8c16-cfcc52e1f6e6,2025/3/13,Novice,2,1,1,2,2,False,False,False,False,False,False,2,2,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1152,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Review catalogs, industry periodicals, directories, trade journals, and Internet sites and consult with other department personnel to locate necessary goods and services.",4f14bb65-7df4-4fee-8c16-cfcc52e1f6e6,2025/3/13,Average,2,1,2,2,2,False,False,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
775,Medical Secretaries and Administrative Assistants,"Schedule and confirm patient diagnostic appointments, surgeries, or medical consultations.",4973e503-b459-4f82-9691-2614f80135a4,2025/3/13,Novice,2,1,2,3,2,False,False,False,False,False,False,1,2,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
781,Medical Secretaries and Administrative Assistants,"Maintain medical records, technical library, or correspondence files.",4973e503-b459-4f82-9691-2614f80135a4,2025/3/13,Novice,1,1,2,3,3,False,False,False,False,False,False,1,1,3,2,1,False,False,False,False,False,False,False,FALSE,FALSE
782,Medical Secretaries and Administrative Assistants,"Operate office equipment, such as voice mail messaging systems, and use word processing, spreadsheet, or other software applications to prepare reports, invoices, financial statements, letters, case histories, or medical records.",4973e503-b459-4f82-9691-2614f80135a4,2025/3/13,Average,2,2,3,4,2,False,False,False,False,False,False,1,3,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
776,Medical Secretaries and Administrative Assistants,"Compile and record medical charts, reports, or correspondence, using typewriter or personal computer.",4973e503-b459-4f82-9691-2614f80135a4,2025/3/13,Average,1,1,2,4,3,False,False,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
20438,Medical Secretaries and Administrative Assistants,"Schedule tests or procedures for patients, such as lab work or x-rays, based on physician orders.",4973e503-b459-4f82-9691-2614f80135a4,2025/3/13,Average,1,3,2,4,2,False,False,False,False,False,False,1,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20942,Supply Chain Managers,"Determine appropriate equipment and staffing levels to load, unload, move, or store materials.",2aad0c05-12e5-49be-84fd-f85e8cc432ba,2025/3/13,Average,3,1,2,3,2,True,True,True,False,False,True,3,3,4,3,4,True,True,True,True,True,False,False,,
20943,Supply Chain Managers,"Manage activities related to strategic or tactical purchasing, material requirements planning, controlling inventory, warehousing, or receiving.",2aad0c05-12e5-49be-84fd-f85e8cc432ba,2025/3/13,Average,3,3,3,2,2,True,True,False,True,False,True,3,3,3,3,4,True,True,False,False,True,False,False,,
15700,Supply Chain Managers,"Develop procedures for coordination of supply chain management with other functional areas, such as sales, marketing, finance, production, or quality assurance.",2aad0c05-12e5-49be-84fd-f85e8cc432ba,2025/3/13,Novice,3,1,2,1,2,False,False,False,True,True,False,2,3,3,3,4,False,False,False,False,True,True,False,,
15696,Supply Chain Managers,"Analyze inventories to determine how to increase inventory turns, reduce waste, or optimize customer service.",2aad0c05-12e5-49be-84fd-f85e8cc432ba,2025/3/13,Novice,3,1,2,2,2,False,True,False,False,True,True,2,3,2,2,4,True,False,False,False,True,True,False,,
20946,Supply Chain Managers,Monitor forecasts and quotas to identify changes and predict effects on supply chain activities.,2aad0c05-12e5-49be-84fd-f85e8cc432ba,2025/3/13,Novice,3,1,1,1,2,False,False,False,True,True,True,2,3,2,2,4,True,True,False,False,True,True,False,,
23315,Insurance Claims and Policy Processing Clerks,Post or attach information to claim file.,cb3caead-3d22-4bbb-a0fe-611870c581f9,2025/3/13,Novice,3,2,2,3,3,False,True,True,False,False,False,1,1,3,4,3,False,False,False,False,True,True,False,,
23318,Insurance Claims and Policy Processing Clerks,Review insurance policy to determine coverage.,cb3caead-3d22-4bbb-a0fe-611870c581f9,2025/3/13,Average,3,2,3,2,3,False,False,True,False,False,True,1,1,3,3,3,False,False,False,False,True,True,True,,
23319,Insurance Claims and Policy Processing Clerks,Process and record new insurance policies and claims.,cb3caead-3d22-4bbb-a0fe-611870c581f9,2025/3/13,Expert,3,2,4,4,3,False,False,True,True,False,False,1,4,3,4,3,False,False,True,False,True,True,False,,
23320,Insurance Claims and Policy Processing Clerks,"Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.",cb3caead-3d22-4bbb-a0fe-611870c581f9,2025/3/13,Expert,4,1,3,3,3,False,True,False,False,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
23322,Insurance Claims and Policy Processing Clerks,Correspond with insured or agent to obtain information or to inform them of account status or changes.,cb3caead-3d22-4bbb-a0fe-611870c581f9,2025/3/13,Expert,3,2,4,4,3,False,False,False,True,False,False,1,1,4,4,4,False,False,False,False,False,False,False,,
23323,Insurance Claims and Policy Processing Clerks,"Review and verify data, such as age, name, address, and principal sum and value of property, on insurance applications and policies.",cb3caead-3d22-4bbb-a0fe-611870c581f9,2025/3/13,Expert,4,2,4,3,3,False,True,False,False,False,False,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
23324,Insurance Claims and Policy Processing Clerks,"Compare information from application to criteria for policy reinstatement, and approve reinstatement when criteria are met.",cb3caead-3d22-4bbb-a0fe-611870c581f9,2025/3/13,Average,4,1,4,4,3,True,True,False,False,False,False,1,1,4,4,3,False,False,False,False,True,True,False,,
23325,Insurance Claims and Policy Processing Clerks,"Examine letters from policyholders or agents, original insurance applications, and other company documents to determine if changes are needed and effects of changes.",cb3caead-3d22-4bbb-a0fe-611870c581f9,2025/3/13,Average,4,1,2,3,2,False,False,False,False,False,True,1,1,3,4,3,False,False,False,False,True,True,True,,
23333,Insurance Claims and Policy Processing Clerks,"Obtain computer printout of policy cancellations, or retrieve cancellation cards from file.",cb3caead-3d22-4bbb-a0fe-611870c581f9,2025/3/13,Expert,4,1,2,2,2,False,True,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
23334,Insurance Claims and Policy Processing Clerks,"Compose business correspondence for supervisors, managers, and professionals.",cb3caead-3d22-4bbb-a0fe-611870c581f9,2025/3/13,Expert,4,1,4,4,3,False,False,True,False,False,True,1,2,4,4,4,False,False,False,True,True,True,False,,
16150,Business Intelligence Analysts,"Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.",bfec429d-ea47-420a-94c0-00c44eeb6684,2025/3/13,Expert,1,5,5,5,5,False,False,False,False,False,False,1,3,4,5,5,False,True,True,True,True,True,True,FALSE,
16135,Business Intelligence Analysts,"Maintain library of model documents, templates, or other reusable knowledge assets.",bfec429d-ea47-420a-94c0-00c44eeb6684,2025/3/13,Expert,3,1,3,1,2,True,True,True,True,False,False,1,1,2,3,3,False,False,True,False,True,True,False,,
16140,Business Intelligence Analysts,Manage timely flow of business intelligence information to users.,bfec429d-ea47-420a-94c0-00c44eeb6684,2025/3/13,Expert,5,1,4,1,2,True,True,False,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
16143,Business Intelligence Analysts,"Disseminate information regarding tools, reports, or metadata enhancements.",bfec429d-ea47-420a-94c0-00c44eeb6684,2025/3/13,Expert,2,1,5,1,3,False,False,False,False,False,False,1,5,3,3,4,False,True,True,True,True,True,False,FALSE,
741,Travel Agents,"Plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.",f1e8e042-a1f8-4421-a4d1-152fa249deaa,2025/3/13,Average,1,1,3,1,4,False,False,False,False,False,False,1,4,2,3,3,False,True,True,True,True,True,False,FALSE,
738,Travel Agents,"Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",f1e8e042-a1f8-4421-a4d1-152fa249deaa,2025/3/13,Novice,2,1,1,1,2,False,False,False,False,False,False,1,4,2,3,3,False,True,True,True,False,True,False,FALSE,
20900,Travel Agents,"Record and maintain information on clients, vendors, and travel packages.",f1e8e042-a1f8-4421-a4d1-152fa249deaa,2025/3/13,Novice,4,1,1,1,1,True,True,False,False,False,False,1,3,1,2,2,False,False,False,False,False,False,False,,FALSE
742,Travel Agents,"Provide customer with brochures and publications containing travel information, such as local customs, points of interest, or foreign country regulations.",f1e8e042-a1f8-4421-a4d1-152fa249deaa,2025/3/13,Novice,2,1,2,1,2,False,False,False,False,False,False,2,2,1,2,4,True,False,True,True,False,True,False,FALSE,
49,Medical and Health Services Managers,"Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports.",22d06e77-1d28-4a60-9b85-3901ccd955bd,2025/3/13,Average,5,3,4,3,1,True,True,True,True,False,False,5,4,2,3,3,False,True,False,False,True,False,True,,
52,Medical and Health Services Managers,"Establish work schedules and assignments for staff, according to workload, space, and equipment availability.",22d06e77-1d28-4a60-9b85-3901ccd955bd,2025/3/13,Expert,5,4,2,3,1,True,True,True,True,False,False,3,1,2,2,2,False,False,False,False,False,False,False,,FALSE
21078,Legal Secretaries and Administrative Assistants,"Prepare, proofread, or process legal documents, such as summonses, subpoenas, complaints, appeals, motions, or pretrial agreements.",320a94a4-ebf2-4719-bb69-001bcc6b9151,2025/3/13,Novice,3,1,1,3,2,False,True,False,True,True,False,2,1,5,5,2,False,False,False,False,False,False,False,,FALSE
766,Legal Secretaries and Administrative Assistants,Schedule and make appointments.,320a94a4-ebf2-4719-bb69-001bcc6b9151,2025/3/13,Expert,4,2,1,2,3,True,True,True,False,False,False,1,2,1,1,1,False,False,False,False,False,False,False,,FALSE
18780,Legal Secretaries and Administrative Assistants,Prepare and distribute invoices to bill clients or pay account expenses.,320a94a4-ebf2-4719-bb69-001bcc6b9151,2025/3/13,Average,2,2,2,1,2,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
15731,Online Merchants,"Receive and process payments from customers, using electronic transaction services.",d92c1840-c4d0-4a8a-bb66-244a150a1bdc,2025/3/13,Expert,1,1,2,5,3,False,False,False,False,False,False,3,2,4,4,3,True,True,True,True,True,True,True,FALSE,
15710,Online Merchants,"Create, manage, or automate orders or invoices, using order management or invoicing software.",d92c1840-c4d0-4a8a-bb66-244a150a1bdc,2025/3/13,Expert,1,1,3,5,3,False,False,False,False,False,False,2,1,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
15709,Online Merchants,Deliver e-mail confirmation of completed transactions and shipment.,d92c1840-c4d0-4a8a-bb66-244a150a1bdc,2025/3/13,Novice,1,1,2,5,2,False,False,False,False,False,False,1,2,1,2,1,False,False,False,False,False,False,False,FALSE,FALSE
15728,Online Merchants,"Correspond with online customers via electronic mail, telephone, or other electronic messaging to address questions or complaints about products, policies, or shipping methods.",d92c1840-c4d0-4a8a-bb66-244a150a1bdc,2025/3/13,Expert,1,2,5,5,3,False,False,False,False,False,False,2,4,3,4,3,False,False,True,True,True,True,True,FALSE,
15707,Online Merchants,Determine and set product prices.,d92c1840-c4d0-4a8a-bb66-244a150a1bdc,2025/3/13,Expert,1,1,5,5,3,False,False,False,False,False,False,3,1,3,3,4,False,True,True,False,True,True,True,FALSE,
15730,Online Merchants,"Calculate purchase subtotals, taxes, and shipping costs for submission to customers.",d92c1840-c4d0-4a8a-bb66-244a150a1bdc,2025/3/13,Expert,1,1,3,5,3,False,False,False,False,False,False,2,1,3,3,4,False,True,True,False,True,False,False,FALSE,
15734,Online Merchants,"Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.",d92c1840-c4d0-4a8a-bb66-244a150a1bdc,2025/3/13,Expert,1,2,5,4,3,False,False,False,False,False,False,2,3,3,4,5,False,True,True,True,True,True,True,FALSE,
15703,Online Merchants,"Upload digital media, such as photos, video, or scanned images to online storefront, auction sites, or other shopping Web sites.",d92c1840-c4d0-4a8a-bb66-244a150a1bdc,2025/3/13,Expert,1,1,5,5,3,False,False,False,False,False,False,2,1,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
15735,Online Merchants,"Calculate revenue, sales, and expenses, using financial accounting or spreadsheet software.",d92c1840-c4d0-4a8a-bb66-244a150a1bdc,2025/3/13,Expert,1,1,3,5,3,False,False,False,False,False,False,1,1,3,5,3,False,True,True,False,True,False,False,FALSE,
15714,Online Merchants,Cancel orders based on customer requests or inventory or delivery problems.,d92c1840-c4d0-4a8a-bb66-244a150a1bdc,2025/3/13,Expert,1,1,2,5,2,False,False,False,False,False,False,2,2,2,3,3,False,False,True,True,True,False,False,FALSE,
21078,Legal Secretaries and Administrative Assistants,"Prepare, proofread, or process legal documents, such as summonses, subpoenas, complaints, appeals, motions, or pretrial agreements.",f2aa9e6b-7ac5-4d96-a07a-d7f8800c72fd,2025/3/13,Average,1,1,1,1,1,False,False,False,False,False,False,2,3,3,5,4,False,True,False,True,True,True,True,FALSE,
766,Legal Secretaries and Administrative Assistants,Schedule and make appointments.,f2aa9e6b-7ac5-4d96-a07a-d7f8800c72fd,2025/3/13,Expert,1,1,1,1,1,False,False,False,False,False,False,1,4,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
768,Legal Secretaries and Administrative Assistants,"Organize and maintain law libraries, documents, and case files.",f2aa9e6b-7ac5-4d96-a07a-d7f8800c72fd,2025/3/13,Expert,1,1,1,1,1,False,False,False,False,False,False,1,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
771,Legal Secretaries and Administrative Assistants,Draft and type office memos.,f2aa9e6b-7ac5-4d96-a07a-d7f8800c72fd,2025/3/13,Expert,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
774,Legal Secretaries and Administrative Assistants,"Complete various forms, such as accident reports, trial and courtroom requests, and applications for clients.",f2aa9e6b-7ac5-4d96-a07a-d7f8800c72fd,2025/3/13,Expert,1,1,1,1,1,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,False,True,FALSE,
18780,Legal Secretaries and Administrative Assistants,Prepare and distribute invoices to bill clients or pay account expenses.,f2aa9e6b-7ac5-4d96-a07a-d7f8800c72fd,2025/3/13,Average,1,1,1,1,1,False,False,False,False,False,False,1,3,3,3,3,False,True,True,False,True,True,True,FALSE,
20942,Supply Chain Managers,"Determine appropriate equipment and staffing levels to load, unload, move, or store materials.",08e8799a-7009-4fcc-9374-781bc2f69e9b,2025/3/13,Average,3,4,3,2,2,True,True,True,False,False,False,3,1,4,1,4,True,True,False,False,False,False,False,,
21549,Appraisers and Assessors of Real Estate,"Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.",26c09ac3-6eb7-4654-b857-61441f572e82,2025/3/13,Average,3,2,3,1,3,True,True,False,False,False,True,2,3,3,4,3,False,False,False,True,True,True,True,,
21550,Appraisers and Assessors of Real Estate,"Prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.",26c09ac3-6eb7-4654-b857-61441f572e82,2025/3/13,Average,3,2,3,4,2,True,False,True,True,False,True,2,4,4,4,3,False,True,True,True,True,True,True,,
21552,Appraisers and Assessors of Real Estate,Collect and analyze relevant data to identify real estate market trends.,26c09ac3-6eb7-4654-b857-61441f572e82,2025/3/13,Average,5,3,5,2,3,True,True,True,False,False,True,2,2,1,1,2,False,False,False,False,False,False,False,,FALSE
21565,Appraisers and Assessors of Real Estate,"Search public records for transactions such as sales, leases, and assessments.",26c09ac3-6eb7-4654-b857-61441f572e82,2025/3/13,Average,3,2,4,2,2,True,True,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
52,Medical and Health Services Managers,"Establish work schedules and assignments for staff, according to workload, space, and equipment availability.",c1cead78-5f74-46bc-884b-9163c24a59bf,2025/3/13,Average,3,2,1,4,1,True,True,False,False,False,False,2,1,3,3,2,False,False,False,False,False,False,False,,FALSE
1146,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Monitor and follow applicable laws and regulations.,e2d1a9d3-f460-49d2-be8e-8e857a584fcb,2025/3/14,Average,3,1,2,1,1,True,False,True,False,True,False,1,1,3,2,2,False,False,False,False,False,False,False,,FALSE
1143,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Prepare purchase orders, solicit bid proposals, and review requisitions for goods and services.",e2d1a9d3-f460-49d2-be8e-8e857a584fcb,2025/3/14,Expert,4,4,4,2,3,False,False,False,True,False,True,1,4,5,4,5,False,True,True,True,True,True,False,,
1145,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Analyze price proposals, financial reports, and other data and information to determine reasonable prices.",e2d1a9d3-f460-49d2-be8e-8e857a584fcb,2025/3/14,Average,4,3,3,3,2,True,True,False,True,False,False,1,3,3,3,3,False,False,False,False,True,True,False,,
1151,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Maintain and review computerized or manual records of purchased items, costs, deliveries, product performance, and inventories.",e2d1a9d3-f460-49d2-be8e-8e857a584fcb,2025/3/14,Average,2,2,2,1,1,False,False,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1144,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Research and evaluate suppliers, based on price, quality, selection, service, support, availability, reliability, production and distribution capabilities, and the supplier's reputation and history.",e2d1a9d3-f460-49d2-be8e-8e857a584fcb,2025/3/14,Expert,3,4,4,4,4,False,False,True,False,False,True,1,4,4,4,5,False,True,True,True,True,True,False,,
1148,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Monitor shipments to ensure that goods come in on time, and resolve problems related to undelivered goods.",e2d1a9d3-f460-49d2-be8e-8e857a584fcb,2025/3/14,Novice,5,2,4,2,1,True,True,False,False,False,False,1,3,3,3,3,False,False,True,False,True,True,False,,
1157,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Write and review product specifications, maintaining a working technical knowledge of the goods or services to be purchased.",e2d1a9d3-f460-49d2-be8e-8e857a584fcb,2025/3/14,Average,4,2,3,2,1,True,False,True,False,False,False,1,3,2,3,3,False,True,True,False,False,False,False,,
1152,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Review catalogs, industry periodicals, directories, trade journals, and Internet sites and consult with other department personnel to locate necessary goods and services.",e2d1a9d3-f460-49d2-be8e-8e857a584fcb,2025/3/14,Expert,4,4,4,3,4,False,False,True,False,False,True,1,3,4,2,3,False,True,False,False,False,True,False,,
1143,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Prepare purchase orders, solicit bid proposals, and review requisitions for goods and services.",d5f23a52-b84c-4a48-b718-1ce126fb2d14,2025/3/14,Average,3,4,3,4,3,True,True,False,False,False,False,4,2,2,3,3,True,False,True,False,True,True,False,,
1151,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Maintain and review computerized or manual records of purchased items, costs, deliveries, product performance, and inventories.",d5f23a52-b84c-4a48-b718-1ce126fb2d14,2025/3/14,Average,5,2,2,1,1,False,True,True,True,False,False,1,1,3,2,2,False,False,False,False,False,False,False,,FALSE
1152,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Review catalogs, industry periodicals, directories, trade journals, and Internet sites and consult with other department personnel to locate necessary goods and services.",d5f23a52-b84c-4a48-b718-1ce126fb2d14,2025/3/14,Expert,4,3,3,4,1,False,True,False,True,True,False,3,2,1,2,2,False,False,False,False,False,False,False,,FALSE
12913,Personal Financial Advisors,"Prepare or interpret for clients information, such as investment performance reports, financial document summaries, or income projections.",5cc41a90-fee1-498b-baa8-cd1def22fb41,2025/3/14,Average,3,2,4,1,1,False,True,False,False,False,False,2,4,3,3,4,True,True,False,False,False,False,False,,
14642,Software Quality Assurance Analysts and Testers,"Identify, analyze, and document problems with program function, output, online screen, or content.",a777c79a-a016-4ce7-84a2-0c6fe08ec8dc,2025/3/14,Average,2,3,3,3,3,False,False,False,False,False,False,3,3,3,2,4,False,True,False,False,False,False,False,FALSE,
14641,Software Quality Assurance Analysts and Testers,"Document software defects, using a bug tracking system, and report defects to software developers.",a777c79a-a016-4ce7-84a2-0c6fe08ec8dc,2025/3/14,Novice,2,2,2,1,2,False,False,False,False,False,False,3,2,1,2,3,False,False,True,False,False,False,False,FALSE,
14640,Software Quality Assurance Analysts and Testers,"Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.",a777c79a-a016-4ce7-84a2-0c6fe08ec8dc,2025/3/14,Average,2,2,2,3,2,False,False,False,False,False,False,2,2,3,2,3,False,False,True,False,False,False,False,FALSE,
14638,Software Quality Assurance Analysts and Testers,"Design test plans, scenarios, scripts, or procedures.",a777c79a-a016-4ce7-84a2-0c6fe08ec8dc,2025/3/14,Average,3,2,3,2,2,False,False,True,False,False,False,3,3,2,4,3,False,False,False,False,False,True,False,,
14653,Software Quality Assurance Analysts and Testers,Provide feedback and recommendations to developers on software usability and functionality.,a777c79a-a016-4ce7-84a2-0c6fe08ec8dc,2025/3/14,Average,4,3,4,2,3,False,False,True,False,False,True,4,3,2,3,3,False,False,False,False,False,False,False,,
14652,Software Quality Assurance Analysts and Testers,"Install, maintain, or use software testing programs.",a777c79a-a016-4ce7-84a2-0c6fe08ec8dc,2025/3/14,Average,3,5,3,4,3,False,False,False,True,False,False,4,2,2,4,4,False,False,False,False,False,True,False,,
20476,Training and Development Specialists,Monitor training costs and prepare budget reports to justify expenditures.,8d3a8fbb-7c23-49fa-99d8-4dcd3201c8d7,2025/3/16,Average,4,4,4,4,4,True,False,False,False,False,False,4,4,5,4,5,False,False,False,True,False,False,False,,
14649,Software Quality Assurance Analysts and Testers,"Develop or specify standards, methods, or procedures to determine product quality or release readiness.",a777c79a-a016-4ce7-84a2-0c6fe08ec8dc,2025/3/14,Average,4,3,3,4,3,False,True,False,False,False,False,1,1,4,3,4,False,False,True,False,False,False,False,,
14645,Software Quality Assurance Analysts and Testers,Plan test schedules or strategies in accordance with project scope or delivery dates.,a777c79a-a016-4ce7-84a2-0c6fe08ec8dc,2025/3/14,Average,3,4,2,3,2,False,False,True,False,False,False,4,2,2,4,4,False,False,False,True,False,False,False,,
14654,Software Quality Assurance Analysts and Testers,Monitor program performance to ensure efficient and problem-free operations.,a777c79a-a016-4ce7-84a2-0c6fe08ec8dc,2025/3/14,Average,4,3,2,4,2,False,True,False,False,False,False,4,3,3,4,4,False,False,False,True,False,False,False,,
14655,Software Quality Assurance Analysts and Testers,"Conduct software compatibility tests with programs, hardware, operating systems, or network environments.",a777c79a-a016-4ce7-84a2-0c6fe08ec8dc,2025/3/14,Average,3,2,4,3,4,False,False,True,False,False,False,4,3,2,2,4,False,False,False,False,False,True,False,,
16157,Information Technology Project Managers,Monitor or track project milestones and deliverables.,f4340410-e0b8-4330-9692-cf172bfe8eae,2025/3/14,Expert,3,4,3,3,3,False,False,False,False,False,True,1,4,4,5,4,False,False,True,True,True,True,True,,
16152,Information Technology Project Managers,"Submit project deliverables, ensuring adherence to quality standards.",f4340410-e0b8-4330-9692-cf172bfe8eae,2025/3/14,Average,3,3,3,4,3,False,False,False,False,False,True,1,4,4,5,4,False,False,False,True,True,True,False,,
16159,Information Technology Project Managers,"Initiate, review, or approve modifications to project plans.",f4340410-e0b8-4330-9692-cf172bfe8eae,2025/3/14,Average,3,2,3,3,3,True,True,False,False,False,False,1,4,3,5,4,False,True,False,True,False,False,False,,
16170,Information Technology Project Managers,"Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.",f4340410-e0b8-4330-9692-cf172bfe8eae,2025/3/14,Average,3,3,3,3,3,False,False,False,False,False,True,3,4,4,4,4,False,False,True,True,False,False,False,,
16167,Information Technology Project Managers,"Assign duties, responsibilities, and spans of authority to project personnel.",f4340410-e0b8-4330-9692-cf172bfe8eae,2025/3/14,Average,2,3,3,4,3,False,False,False,False,False,False,3,4,4,4,4,False,True,True,True,False,False,False,FALSE,
3394,Budget Analysts,Analyze monthly department budgeting and accounting reports to maintain expenditure controls.,c3e2e12c-1f7f-4934-af81-8f9f5760189f,2025/3/14,Novice,5,5,3,5,5,False,False,True,False,False,False,3,4,4,4,3,False,False,True,False,False,False,False,,
3395,Budget Analysts,Direct the preparation of regular and special budget reports.,c3e2e12c-1f7f-4934-af81-8f9f5760189f,2025/3/14,Average,3,2,3,3,4,False,False,True,False,False,False,3,3,3,3,3,False,True,False,True,False,False,False,,
3405,Budget Analysts,Compile and analyze accounting records and other data to determine the financial resources required to implement a program.,c3e2e12c-1f7f-4934-af81-8f9f5760189f,2025/3/14,Average,2,1,2,3,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1143,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Prepare purchase orders, solicit bid proposals, and review requisitions for goods and services.",55eaf3ad-b387-4288-a03c-46c353307684,2025/3/14,Expert,3,2,5,2,4,True,False,True,False,False,True,1,2,4,3,3,False,True,True,True,False,False,True,,
1151,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Maintain and review computerized or manual records of purchased items, costs, deliveries, product performance, and inventories.",55eaf3ad-b387-4288-a03c-46c353307684,2025/3/14,Expert,4,2,4,2,3,True,False,True,False,False,True,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
1144,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Research and evaluate suppliers, based on price, quality, selection, service, support, availability, reliability, production and distribution capabilities, and the supplier's reputation and history.",55eaf3ad-b387-4288-a03c-46c353307684,2025/3/14,Expert,2,3,5,4,4,False,False,False,False,False,False,2,4,5,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1148,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Monitor shipments to ensure that goods come in on time, and resolve problems related to undelivered goods.",55eaf3ad-b387-4288-a03c-46c353307684,2025/3/14,Expert,2,2,4,2,1,False,False,False,False,False,False,1,3,3,3,3,False,True,False,True,True,False,False,FALSE,
1153,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Study sales records and inventory levels of current stock to develop strategic purchasing programs that facilitate employee access to supplies.,55eaf3ad-b387-4288-a03c-46c353307684,2025/3/14,Average,3,1,2,1,1,True,True,True,False,False,False,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
775,Medical Secretaries and Administrative Assistants,"Schedule and confirm patient diagnostic appointments, surgeries, or medical consultations.",d016b131-5e75-42ac-91f5-4714ed495f0c,2025/3/14,Expert,2,2,3,5,2,False,False,False,False,False,False,2,4,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
788,Medical Secretaries and Administrative Assistants,Complete insurance or other claim forms.,d016b131-5e75-42ac-91f5-4714ed495f0c,2025/3/14,Expert,5,1,2,2,1,False,True,False,False,False,False,1,1,5,3,1,False,False,False,False,False,False,False,,FALSE
783,Medical Secretaries and Administrative Assistants,"Transmit correspondence or medical records by mail, e-mail, or fax.",d016b131-5e75-42ac-91f5-4714ed495f0c,2025/3/14,Expert,2,2,4,4,5,False,False,False,False,False,False,2,3,5,3,3,True,False,False,False,False,False,False,FALSE,
781,Medical Secretaries and Administrative Assistants,"Maintain medical records, technical library, or correspondence files.",d016b131-5e75-42ac-91f5-4714ed495f0c,2025/3/14,Expert,1,2,3,5,5,False,False,False,False,False,False,4,3,5,4,5,True,False,False,False,False,False,False,FALSE,
778,Medical Secretaries and Administrative Assistants,"Receive and route messages or documents, such as laboratory results, to appropriate staff.",d016b131-5e75-42ac-91f5-4714ed495f0c,2025/3/14,Expert,5,1,2,5,2,True,False,False,False,False,False,1,2,4,2,1,False,False,False,False,False,False,False,,FALSE
782,Medical Secretaries and Administrative Assistants,"Operate office equipment, such as voice mail messaging systems, and use word processing, spreadsheet, or other software applications to prepare reports, invoices, financial statements, letters, case histories, or medical records.",d016b131-5e75-42ac-91f5-4714ed495f0c,2025/3/14,Expert,5,1,2,4,1,False,True,False,False,False,False,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
784,Medical Secretaries and Administrative Assistants,"Perform various clerical or administrative functions, such as ordering and maintaining an inventory of supplies.",d016b131-5e75-42ac-91f5-4714ed495f0c,2025/3/14,Average,5,1,1,1,1,True,False,False,False,False,False,2,1,2,1,1,False,False,False,False,False,False,False,,FALSE
776,Medical Secretaries and Administrative Assistants,"Compile and record medical charts, reports, or correspondence, using typewriter or personal computer.",d016b131-5e75-42ac-91f5-4714ed495f0c,2025/3/14,Expert,2,2,3,5,4,False,False,False,False,False,False,1,3,5,4,3,False,False,False,False,True,False,False,FALSE,
15731,Online Merchants,"Receive and process payments from customers, using electronic transaction services.",c14dc7fb-6263-48ab-8c01-6924c6e479d5,2025/3/14,Average,1,1,4,2,3,False,False,False,False,False,False,2,1,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
15710,Online Merchants,"Create, manage, or automate orders or invoices, using order management or invoicing software.",c14dc7fb-6263-48ab-8c01-6924c6e479d5,2025/3/14,Expert,4,1,4,1,2,True,True,False,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
15709,Online Merchants,Deliver e-mail confirmation of completed transactions and shipment.,c14dc7fb-6263-48ab-8c01-6924c6e479d5,2025/3/14,Average,5,1,4,1,1,True,True,True,False,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
15728,Online Merchants,"Correspond with online customers via electronic mail, telephone, or other electronic messaging to address questions or complaints about products, policies, or shipping methods.",c14dc7fb-6263-48ab-8c01-6924c6e479d5,2025/3/14,Expert,4,2,5,1,2,True,True,True,True,False,True,2,5,3,4,3,False,True,True,True,True,False,True,,
15707,Online Merchants,Determine and set product prices.,c14dc7fb-6263-48ab-8c01-6924c6e479d5,2025/3/14,Average,2,3,5,3,2,False,False,False,False,False,False,2,2,4,4,3,False,True,False,True,True,True,False,FALSE,
15730,Online Merchants,"Calculate purchase subtotals, taxes, and shipping costs for submission to customers.",c14dc7fb-6263-48ab-8c01-6924c6e479d5,2025/3/14,Average,4,1,4,1,1,True,True,True,False,False,True,3,2,3,4,3,False,True,False,True,True,True,False,,
15734,Online Merchants,"Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.",c14dc7fb-6263-48ab-8c01-6924c6e479d5,2025/3/14,Expert,5,3,5,1,2,True,True,True,True,True,True,2,2,3,3,4,False,True,True,True,True,True,False,,
15703,Online Merchants,"Upload digital media, such as photos, video, or scanned images to online storefront, auction sites, or other shopping Web sites.",c14dc7fb-6263-48ab-8c01-6924c6e479d5,2025/3/14,Average,4,3,5,1,2,True,True,True,False,False,True,3,1,3,3,3,False,True,True,True,True,True,False,,
15735,Online Merchants,"Calculate revenue, sales, and expenses, using financial accounting or spreadsheet software.",c14dc7fb-6263-48ab-8c01-6924c6e479d5,2025/3/14,Expert,5,1,5,1,1,True,True,True,True,True,True,2,1,1,3,3,False,True,True,True,True,True,False,,
15714,Online Merchants,Cancel orders based on customer requests or inventory or delivery problems.,c14dc7fb-6263-48ab-8c01-6924c6e479d5,2025/3/14,Expert,5,1,5,1,1,True,True,True,True,True,True,2,3,3,1,3,False,True,False,True,True,False,False,,
52,Medical and Health Services Managers,"Establish work schedules and assignments for staff, according to workload, space, and equipment availability.",a23a8813-fc7a-4d8f-8ca4-bde68b2e961d,2025/3/14,Novice,4,1,2,1,1,False,True,False,False,False,False,1,4,2,3,4,False,True,True,True,True,True,True,,
15983,Financial Quantitative Analysts,Provide application or analytical support to researchers or traders on issues such as valuations or data.,5cc362c0-a7bf-47b0-999f-c8f310e25008,2025/3/14,Average,4,3,3,2,4,False,False,True,False,False,False,3,3,4,5,3,False,False,False,True,False,False,False,,
15997,Financial Quantitative Analysts,"Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.",5cc362c0-a7bf-47b0-999f-c8f310e25008,2025/3/14,Expert,4,4,3,4,4,False,False,False,False,False,True,3,3,3,4,4,False,False,False,False,False,True,False,,
2815,Desktop Publishers,Check preliminary and final proofs for errors and make necessary corrections.,56fb9f67-73f6-487f-9f8b-f90ebdb23467,2025/3/14,Expert,2,4,4,3,4,False,False,False,False,False,False,1,3,3,3,3,False,True,False,True,True,False,True,FALSE,
2818,Desktop Publishers,"Enter text into computer keyboard and select the size and style of type, column width, and appropriate spacing for printed materials.",56fb9f67-73f6-487f-9f8b-f90ebdb23467,2025/3/14,Expert,4,4,4,4,4,False,True,False,False,False,True,1,3,3,2,3,False,False,False,False,True,False,False,,
2824,Desktop Publishers,"Prepare sample layouts for approval, using computer software.",56fb9f67-73f6-487f-9f8b-f90ebdb23467,2025/3/14,Expert,2,3,4,3,4,False,False,False,False,False,False,1,3,2,3,3,False,False,False,True,True,False,False,FALSE,
2823,Desktop Publishers,"Import text and art elements, such as electronic clip art or electronic files from photographs that have been scanned or produced with a digital camera, using computer software.",56fb9f67-73f6-487f-9f8b-f90ebdb23467,2025/3/14,Expert,2,4,4,2,4,False,False,False,False,False,False,1,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
2822,Desktop Publishers,"Edit graphics and photos, using pixel or bitmap editing, airbrushing, masking, or image retouching.",56fb9f67-73f6-487f-9f8b-f90ebdb23467,2025/3/14,Average,3,2,3,2,3,True,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
21550,Appraisers and Assessors of Real Estate,"Prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.",c334415b-5254-43c0-a6e6-302807dca073,2025/3/14,Average,3,1,2,2,2,True,True,False,False,False,True,2,3,2,3,2,False,False,False,False,False,False,False,,FALSE
21552,Appraisers and Assessors of Real Estate,Collect and analyze relevant data to identify real estate market trends.,c334415b-5254-43c0-a6e6-302807dca073,2025/3/14,Average,2,2,3,2,2,False,False,False,False,False,False,2,1,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
21555,Appraisers and Assessors of Real Estate,Identify the ownership of each piece of taxable property.,c334415b-5254-43c0-a6e6-302807dca073,2025/3/14,Average,3,1,2,1,1,True,True,False,False,False,True,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
21567,Appraisers and Assessors of Real Estate,Verify legal descriptions of properties by comparing them to county records.,c334415b-5254-43c0-a6e6-302807dca073,2025/3/14,Average,4,1,2,1,1,True,True,False,False,False,True,2,1,2,2,2,False,False,False,False,False,False,False,,FALSE
51,Medical and Health Services Managers,"Conduct and administer fiscal operations, including accounting, planning budgets, authorizing expenditures, establishing rates for services, and coordinating financial reporting.",507bf31a-c871-4c54-aac3-14079ab3b3f7,2025/3/14,Expert,3,1,2,3,2,False,False,False,False,False,True,1,2,2,2,3,False,True,False,False,False,False,False,,
52,Medical and Health Services Managers,"Establish work schedules and assignments for staff, according to workload, space, and equipment availability.",507bf31a-c871-4c54-aac3-14079ab3b3f7,2025/3/14,Expert,2,3,3,2,3,False,False,False,False,False,False,2,4,3,3,4,False,False,False,False,False,False,True,FALSE,
15710,Online Merchants,"Create, manage, or automate orders or invoices, using order management or invoicing software.",3cbe3e27-5370-4331-b787-ea5b4d469b7d,2025/3/14,Average,2,3,2,1,2,False,False,False,False,False,False,4,2,4,1,3,True,False,False,False,False,False,False,FALSE,
15703,Online Merchants,"Upload digital media, such as photos, video, or scanned images to online storefront, auction sites, or other shopping Web sites.",3cbe3e27-5370-4331-b787-ea5b4d469b7d,2025/3/14,Average,1,2,2,1,2,False,False,False,False,False,False,5,3,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15731,Online Merchants,"Receive and process payments from customers, using electronic transaction services.",c23fdbbe-90a3-4dc5-bb29-63b449e68866,2025/3/14,Average,3,1,3,1,3,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
15710,Online Merchants,"Create, manage, or automate orders or invoices, using order management or invoicing software.",c23fdbbe-90a3-4dc5-bb29-63b449e68866,2025/3/14,Average,3,1,3,1,2,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
15728,Online Merchants,"Correspond with online customers via electronic mail, telephone, or other electronic messaging to address questions or complaints about products, policies, or shipping methods.",c23fdbbe-90a3-4dc5-bb29-63b449e68866,2025/3/14,Average,1,3,4,1,4,False,False,False,False,False,False,1,4,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15707,Online Merchants,Determine and set product prices.,c23fdbbe-90a3-4dc5-bb29-63b449e68866,2025/3/14,Expert,1,3,4,1,3,False,False,False,False,False,False,1,1,1,3,3,False,False,True,False,True,True,False,FALSE,
15730,Online Merchants,"Calculate purchase subtotals, taxes, and shipping costs for submission to customers.",c23fdbbe-90a3-4dc5-bb29-63b449e68866,2025/3/14,Expert,3,2,3,1,3,True,True,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
15734,Online Merchants,"Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.",c23fdbbe-90a3-4dc5-bb29-63b449e68866,2025/3/14,Expert,2,3,4,2,2,False,False,False,False,False,False,1,1,1,4,2,False,False,False,False,False,False,False,FALSE,FALSE
15703,Online Merchants,"Upload digital media, such as photos, video, or scanned images to online storefront, auction sites, or other shopping Web sites.",c23fdbbe-90a3-4dc5-bb29-63b449e68866,2025/3/14,Average,2,3,4,1,3,False,False,False,False,False,False,3,1,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
15732,Online Merchants,"Prepare or organize online storefront marketing material, including product descriptions or subject lines, optimizing content to search engine criteria.",c23fdbbe-90a3-4dc5-bb29-63b449e68866,2025/3/14,Average,2,1,3,1,2,False,False,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15704,Online Merchants,Order or purchase merchandise to maintain optimal inventory levels.,c23fdbbe-90a3-4dc5-bb29-63b449e68866,2025/3/14,Average,1,1,4,1,4,False,False,False,False,False,False,2,1,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
15717,Online Merchants,"Promote products in online communities through weblog or discussion-forum postings, e-mail marketing programs, or online advertising.",c23fdbbe-90a3-4dc5-bb29-63b449e68866,2025/3/14,Average,2,1,4,1,4,False,False,False,False,False,False,1,1,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1146,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Monitor and follow applicable laws and regulations.,ff159530-addf-49f9-909e-75c505ae8536,2025/3/15,Expert,1,5,3,2,3,False,False,False,False,False,False,4,3,1,1,4,True,False,False,True,False,True,False,FALSE,
1143,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Prepare purchase orders, solicit bid proposals, and review requisitions for goods and services.",ff159530-addf-49f9-909e-75c505ae8536,2025/3/15,Novice,2,1,1,3,2,False,False,False,False,False,False,2,3,2,2,3,False,True,True,True,True,True,False,FALSE,
1151,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Maintain and review computerized or manual records of purchased items, costs, deliveries, product performance, and inventories.",ff159530-addf-49f9-909e-75c505ae8536,2025/3/15,Novice,1,1,1,3,3,False,False,False,False,False,False,1,2,2,3,3,False,False,True,True,True,False,False,FALSE,
1157,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Write and review product specifications, maintaining a working technical knowledge of the goods or services to be purchased.",ff159530-addf-49f9-909e-75c505ae8536,2025/3/15,Novice,5,1,1,1,1,True,True,True,True,True,False,1,2,1,5,2,False,False,False,False,False,False,False,,FALSE
1025,Purchasing Managers,Review purchase order claims and contracts for conformance to company policy.,9a71fbbf-0ca7-4100-8002-31cb5cdbf03e,2025/3/15,Average,5,2,2,2,2,True,False,True,False,True,False,3,3,3,3,3,False,False,False,False,True,False,False,,
16150,Business Intelligence Analysts,"Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.",58cc0aa2-572b-45d4-a798-d2790d8c25f1,2025/3/15,Average,3,4,4,2,5,True,True,True,False,False,True,4,4,4,4,4,True,True,True,True,False,True,True,,
16140,Business Intelligence Analysts,Manage timely flow of business intelligence information to users.,58cc0aa2-572b-45d4-a798-d2790d8c25f1,2025/3/15,Average,5,2,3,1,3,True,False,True,False,False,True,3,5,3,2,3,False,True,False,True,False,False,True,,
16146,Business Intelligence Analysts,"Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.",58cc0aa2-572b-45d4-a798-d2790d8c25f1,2025/3/15,Expert,4,4,5,4,5,True,False,True,False,False,True,4,4,4,4,3,True,False,True,False,False,True,True,,
16136,Business Intelligence Analysts,"Identify or monitor current and potential customers, using business intelligence tools.",58cc0aa2-572b-45d4-a798-d2790d8c25f1,2025/3/15,Expert,4,4,5,3,5,True,False,True,False,False,True,4,3,4,5,3,True,True,True,False,True,True,False,,
23314,Insurance Claims and Policy Processing Clerks,Calculate amount of claim.,0133a8a7-3a45-4c0f-93db-e564ae1ca58b,2025/3/15,Average,2,1,3,2,5,False,False,False,False,False,False,2,4,4,4,3,True,True,True,False,True,True,True,FALSE,
23316,Insurance Claims and Policy Processing Clerks,Transmit claims for payment or further investigation.,0133a8a7-3a45-4c0f-93db-e564ae1ca58b,2025/3/15,Average,1,2,2,1,5,False,False,False,False,False,False,4,4,5,4,2,False,False,False,False,False,False,False,FALSE,FALSE
23319,Insurance Claims and Policy Processing Clerks,Process and record new insurance policies and claims.,0133a8a7-3a45-4c0f-93db-e564ae1ca58b,2025/3/15,Expert,1,3,4,2,5,False,False,False,False,False,False,3,2,3,4,3,False,True,True,False,True,True,True,FALSE,
23322,Insurance Claims and Policy Processing Clerks,Correspond with insured or agent to obtain information or to inform them of account status or changes.,0133a8a7-3a45-4c0f-93db-e564ae1ca58b,2025/3/15,Expert,3,3,4,1,4,True,False,False,False,False,False,2,3,3,3,2,False,False,False,False,False,False,False,,FALSE
2816,Desktop Publishers,"Operate desktop publishing software and equipment to design, lay out, and produce camera-ready copy.",6d98947b-250c-4712-ac1f-fceea09f4f0a,2025/3/15,Average,4,1,2,1,3,True,True,False,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,,FALSE
2820,Desktop Publishers,"Position text and art elements from a variety of databases in a visually appealing way to design print or web pages, using knowledge of type styles and size and layout patterns.",6d98947b-250c-4712-ac1f-fceea09f4f0a,2025/3/15,Average,4,1,2,1,3,True,True,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
2815,Desktop Publishers,Check preliminary and final proofs for errors and make necessary corrections.,6d98947b-250c-4712-ac1f-fceea09f4f0a,2025/3/15,Expert,4,2,3,1,2,True,True,False,False,False,True,1,2,2,4,3,False,False,True,False,True,False,True,,
2817,Desktop Publishers,"View monitors for visual representation of work in progress and for instructions and feedback throughout process, making modifications as necessary.",6d98947b-250c-4712-ac1f-fceea09f4f0a,2025/3/15,Expert,4,1,2,1,2,True,True,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
2818,Desktop Publishers,"Enter text into computer keyboard and select the size and style of type, column width, and appropriate spacing for printed materials.",6d98947b-250c-4712-ac1f-fceea09f4f0a,2025/3/15,Expert,2,2,4,2,3,False,False,False,False,False,False,1,2,2,4,3,False,True,True,False,False,True,True,FALSE,
2824,Desktop Publishers,"Prepare sample layouts for approval, using computer software.",6d98947b-250c-4712-ac1f-fceea09f4f0a,2025/3/15,Expert,4,1,2,1,2,True,True,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
2823,Desktop Publishers,"Import text and art elements, such as electronic clip art or electronic files from photographs that have been scanned or produced with a digital camera, using computer software.",6d98947b-250c-4712-ac1f-fceea09f4f0a,2025/3/15,Expert,3,1,2,1,3,True,False,False,False,False,True,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
2825,Desktop Publishers,Study layout or other design instructions to determine work to be done and sequence of operations.,6d98947b-250c-4712-ac1f-fceea09f4f0a,2025/3/15,Average,4,1,2,1,2,True,True,False,False,False,True,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
2827,Desktop Publishers,"Convert various types of files for printing or for the Internet, using computer software.",6d98947b-250c-4712-ac1f-fceea09f4f0a,2025/3/15,Expert,4,1,1,1,2,True,True,False,False,False,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
2822,Desktop Publishers,"Edit graphics and photos, using pixel or bitmap editing, airbrushing, masking, or image retouching.",6d98947b-250c-4712-ac1f-fceea09f4f0a,2025/3/15,Average,4,1,2,1,2,True,True,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
1143,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Prepare purchase orders, solicit bid proposals, and review requisitions for goods and services.",9bbddfd1-b813-4a7f-aa79-0bcf48249247,2025/3/15,Average,1,2,1,3,1,False,False,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1153,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Study sales records and inventory levels of current stock to develop strategic purchasing programs that facilitate employee access to supplies.,9bbddfd1-b813-4a7f-aa79-0bcf48249247,2025/3/15,Expert,3,3,4,2,3,False,True,False,False,False,False,1,2,1,1,3,False,True,False,True,False,False,False,,
1250,Credit Analysts,Analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money.,a202cab9-c45e-4023-a953-625ac8fe894a,2025/3/15,Expert,2,4,2,4,2,False,False,False,False,False,False,3,2,2,3,3,False,True,False,False,False,False,False,FALSE,
1255,Credit Analysts,"Generate financial ratios, using computer programs, to evaluate customers' financial status.",a202cab9-c45e-4023-a953-625ac8fe894a,2025/3/15,Expert,4,3,2,3,2,False,False,True,True,False,False,3,2,2,4,4,False,True,False,False,False,False,False,,
1251,Credit Analysts,Prepare reports that include the degree of risk involved in extending credit or lending money.,a202cab9-c45e-4023-a953-625ac8fe894a,2025/3/15,Expert,3,4,2,4,2,False,True,True,False,False,False,2,3,4,2,3,False,False,False,False,False,False,False,,
5160,Proofreaders and Copy Markers,Read corrected copies or proofs to ensure that all corrections have been made.,ed09a455-d99b-4b0f-b2c4-8a1a0eadc219,2025/3/15,Expert,4,1,2,1,2,True,True,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
5158,Proofreaders and Copy Markers,"Correct or record omissions, errors, or inconsistencies found.",ed09a455-d99b-4b0f-b2c4-8a1a0eadc219,2025/3/15,Expert,3,1,2,1,2,True,False,False,False,False,False,1,2,3,3,4,False,False,True,False,True,False,True,,
5161,Proofreaders and Copy Markers,"Compare information or figures on one record against same data on other records, or with original copy, to detect errors.",ed09a455-d99b-4b0f-b2c4-8a1a0eadc219,2025/3/15,Expert,3,1,2,1,2,True,True,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
5163,Proofreaders and Copy Markers,"Route proofs with marked corrections to authors, editors, typists, or typesetters for correction or reprinting.",ed09a455-d99b-4b0f-b2c4-8a1a0eadc219,2025/3/15,Expert,5,1,1,1,1,True,False,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
20908,Proofreaders and Copy Markers,"Archive documents, conduct research, and read copy, using the internet and various computer programs.",ed09a455-d99b-4b0f-b2c4-8a1a0eadc219,2025/3/15,Expert,2,2,2,1,3,False,False,False,False,False,False,1,2,3,3,4,False,True,True,False,True,True,True,FALSE,
23193,"Securities, Commodities, and Financial Services Sales Agents",Monitor markets or positions.,2b644c90-5d65-41b2-8cc1-7225101d98d0,2025/3/15,Average,3,1,2,1,1,True,True,True,False,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
23195,"Securities, Commodities, and Financial Services Sales Agents",Keep accurate records of transactions.,2b644c90-5d65-41b2-8cc1-7225101d98d0,2025/3/15,Expert,2,4,4,3,2,False,False,False,False,False,False,1,3,1,3,3,False,False,True,False,True,True,True,FALSE,
23197,"Securities, Commodities, and Financial Services Sales Agents",Complete sales order tickets and submit for processing of client-requested transactions.,2b644c90-5d65-41b2-8cc1-7225101d98d0,2025/3/15,Expert,2,4,4,3,3,False,False,False,False,False,False,1,2,2,3,3,False,False,True,True,True,True,False,FALSE,
23205,"Securities, Commodities, and Financial Services Sales Agents",Review all securities transactions to ensure accuracy of information and conformance to governing agency regulations.,2b644c90-5d65-41b2-8cc1-7225101d98d0,2025/3/15,Average,2,2,2,1,1,False,False,False,False,False,False,1,2,2,3,4,False,False,True,True,True,True,False,FALSE,
23213,"Securities, Commodities, and Financial Services Sales Agents",Calculate costs for billings or commissions.,2b644c90-5d65-41b2-8cc1-7225101d98d0,2025/3/15,Average,4,1,2,1,1,True,True,False,True,False,True,1,3,2,1,3,False,False,False,True,False,False,False,,
23214,"Securities, Commodities, and Financial Services Sales Agents",Prepare financial reports to monitor client or corporate finances.,2b644c90-5d65-41b2-8cc1-7225101d98d0,2025/3/15,Average,2,3,3,3,2,False,False,False,False,False,False,1,3,1,2,3,False,False,False,True,True,False,True,FALSE,
20328,Search Marketing Strategists,Manage tracking and reporting of search-related activities and provide analyses to marketing executives.,265e516f-c9d4-4cd1-ae3a-53a1e2c2b775,2025/3/15,Average,5,1,2,1,1,True,True,False,False,False,True,1,2,2,1,2,False,False,False,False,False,False,False,,FALSE
16182,Search Marketing Strategists,Participate in the development or implementation of online marketing strategy.,265e516f-c9d4-4cd1-ae3a-53a1e2c2b775,2025/3/15,Average,4,2,2,1,2,True,False,True,False,False,True,1,2,3,2,3,False,True,True,True,False,False,False,,
16179,Search Marketing Strategists,Propose online or multiple-sales-channel campaigns to marketing executives.,265e516f-c9d4-4cd1-ae3a-53a1e2c2b775,2025/3/15,Novice,2,1,2,3,2,False,False,False,False,False,False,1,3,4,3,4,False,True,True,True,True,True,False,FALSE,
1267,Computer Programmers,Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.,cbede946-9cc8-4573-841c-9f4dd33f3d83,2025/3/15,Expert,1,1,2,2,2,False,False,False,False,False,False,1,1,3,4,1,False,False,False,False,False,False,False,FALSE,FALSE
1272,Computer Programmers,"Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.",cbede946-9cc8-4573-841c-9f4dd33f3d83,2025/3/15,Expert,1,1,2,2,3,False,False,False,False,False,False,1,4,3,4,3,False,True,True,True,True,True,True,FALSE,You didn't say how competent the AI is.
1270,Computer Programmers,"Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.",cbede946-9cc8-4573-841c-9f4dd33f3d83,2025/3/15,Expert,1,1,2,2,2,False,False,False,False,False,False,1,2,3,4,1,False,False,False,False,False,False,False,FALSE,FALSE
1276,Computer Programmers,"Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.",cbede946-9cc8-4573-841c-9f4dd33f3d83,2025/3/15,Expert,1,1,2,2,3,False,False,False,False,False,False,1,2,3,4,1,False,False,False,False,False,False,False,FALSE,FALSE
1269,Computer Programmers,"Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.",cbede946-9cc8-4573-841c-9f4dd33f3d83,2025/3/15,Expert,1,1,2,2,3,False,False,False,False,False,False,1,3,2,4,1,False,False,False,False,False,False,False,FALSE,FALSE
1274,Computer Programmers,Write or contribute to instructions or manuals to guide end users.,cbede946-9cc8-4573-841c-9f4dd33f3d83,2025/3/15,Expert,1,1,1,1,2,False,False,False,False,False,False,1,2,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
1279,Computer Programmers,"Assign, coordinate, and review work and activities of programming personnel.",cbede946-9cc8-4573-841c-9f4dd33f3d83,2025/3/15,Expert,1,2,2,2,2,False,False,False,False,False,False,1,4,3,4,1,False,False,False,False,False,False,False,FALSE,FALSE
21049,Computer Programmers,Develop Web sites.,cbede946-9cc8-4573-841c-9f4dd33f3d83,2025/3/15,Expert,1,1,1,1,1,False,False,False,False,False,False,1,1,2,3,1,False,False,False,False,False,False,False,FALSE,FALSE
20184,Personal Financial Advisors,"Manage client portfolios, keeping client plans up-to-date.",aa7ce00c-bde3-485d-8665-f9647e2978e1,2025/3/15,Expert,2,5,5,2,4,False,False,False,False,False,False,4,5,3,5,4,False,True,True,True,False,False,True,FALSE,
12904,Personal Financial Advisors,Analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.,aa7ce00c-bde3-485d-8665-f9647e2978e1,2025/3/15,Expert,3,5,5,2,4,False,False,False,False,False,True,4,5,4,5,4,False,False,True,True,False,False,False,,
20189,Personal Financial Advisors,"Recommend financial products, such as stocks, bonds, mutual funds, or insurance.",aa7ce00c-bde3-485d-8665-f9647e2978e1,2025/3/15,Expert,2,4,5,5,4,False,False,False,False,False,False,4,5,4,5,4,False,False,False,True,False,True,False,FALSE,
23320,Insurance Claims and Policy Processing Clerks,"Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.",1042fb49-89cc-4592-b6b2-ca0ffddfdaed,2025/3/16,Average,5,2,3,2,1,True,True,True,True,True,True,1,1,2,5,1,False,False,False,False,False,False,False,,FALSE
23323,Insurance Claims and Policy Processing Clerks,"Review and verify data, such as age, name, address, and principal sum and value of property, on insurance applications and policies.",1042fb49-89cc-4592-b6b2-ca0ffddfdaed,2025/3/16,Expert,5,3,3,3,4,True,True,True,True,True,True,2,1,3,2,4,False,True,False,False,True,True,True,,
23325,Insurance Claims and Policy Processing Clerks,"Examine letters from policyholders or agents, original insurance applications, and other company documents to determine if changes are needed and effects of changes.",1042fb49-89cc-4592-b6b2-ca0ffddfdaed,2025/3/16,Average,3,1,2,3,1,True,True,False,True,True,False,2,1,3,1,2,False,False,False,False,False,False,False,,FALSE
23316,Insurance Claims and Policy Processing Clerks,Transmit claims for payment or further investigation.,6c059683-84fc-45ee-b376-25b7b65559d7,2025/3/16,Average,3,1,1,2,5,True,True,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
23322,Insurance Claims and Policy Processing Clerks,Correspond with insured or agent to obtain information or to inform them of account status or changes.,6c059683-84fc-45ee-b376-25b7b65559d7,2025/3/16,Expert,2,2,3,2,1,False,False,False,False,False,False,2,4,3,4,3,False,False,False,True,True,True,True,FALSE,
23323,Insurance Claims and Policy Processing Clerks,"Review and verify data, such as age, name, address, and principal sum and value of property, on insurance applications and policies.",6c059683-84fc-45ee-b376-25b7b65559d7,2025/3/16,Average,1,3,4,3,2,False,False,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
15710,Online Merchants,"Create, manage, or automate orders or invoices, using order management or invoicing software.",46df2133-7e7b-4967-be30-aa8ef6a4822b,2025/3/16,Expert,3,1,2,1,1,True,False,False,False,False,True,2,5,1,2,4,False,False,False,False,False,True,False,,
15709,Online Merchants,Deliver e-mail confirmation of completed transactions and shipment.,46df2133-7e7b-4967-be30-aa8ef6a4822b,2025/3/16,Expert,5,2,1,1,2,True,True,False,False,False,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
15728,Online Merchants,"Correspond with online customers via electronic mail, telephone, or other electronic messaging to address questions or complaints about products, policies, or shipping methods.",46df2133-7e7b-4967-be30-aa8ef6a4822b,2025/3/16,Expert,4,2,3,2,3,True,False,False,False,False,True,1,5,3,3,3,False,False,True,True,False,True,False,,
15707,Online Merchants,Determine and set product prices.,46df2133-7e7b-4967-be30-aa8ef6a4822b,2025/3/16,Expert,5,2,2,1,1,True,True,False,False,True,False,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
15730,Online Merchants,"Calculate purchase subtotals, taxes, and shipping costs for submission to customers.",46df2133-7e7b-4967-be30-aa8ef6a4822b,2025/3/16,Expert,5,1,1,1,2,True,False,False,False,False,False,1,3,2,3,3,False,False,True,False,True,True,False,,
15734,Online Merchants,"Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.",46df2133-7e7b-4967-be30-aa8ef6a4822b,2025/3/16,Expert,5,2,4,1,2,True,True,True,True,True,True,1,2,3,4,2,False,False,False,False,False,False,False,,FALSE
15703,Online Merchants,"Upload digital media, such as photos, video, or scanned images to online storefront, auction sites, or other shopping Web sites.",46df2133-7e7b-4967-be30-aa8ef6a4822b,2025/3/16,Expert,5,2,4,1,1,True,True,False,False,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
15735,Online Merchants,"Calculate revenue, sales, and expenses, using financial accounting or spreadsheet software.",46df2133-7e7b-4967-be30-aa8ef6a4822b,2025/3/16,Expert,5,2,1,1,1,True,True,False,True,True,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
15714,Online Merchants,Cancel orders based on customer requests or inventory or delivery problems.,46df2133-7e7b-4967-be30-aa8ef6a4822b,2025/3/16,Expert,4,1,1,1,1,True,False,False,True,False,False,1,3,2,2,3,False,True,True,True,False,True,False,,
15732,Online Merchants,"Prepare or organize online storefront marketing material, including product descriptions or subject lines, optimizing content to search engine criteria.",46df2133-7e7b-4967-be30-aa8ef6a4822b,2025/3/16,Expert,5,2,4,2,2,True,True,False,True,True,True,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
7319,Financial Examiners,"Prepare reports, exhibits, and other supporting schedules that detail an institution's safety and soundness, compliance with laws and regulations, and recommended solutions to questionable financial conditions.",ce60c408-7ab1-44fd-951d-af263b003262,2025/3/16,Expert,4,4,4,4,4,True,False,True,False,False,True,4,5,4,4,5,True,True,True,False,False,True,False,,
7320,Financial Examiners,"Review balance sheets, operating income and expense accounts, and loan documentation to confirm institution assets and liabilities.",ce60c408-7ab1-44fd-951d-af263b003262,2025/3/16,Average,5,4,4,4,4,True,False,True,False,True,True,4,4,4,5,4,True,True,True,True,False,False,False,,
7318,Financial Examiners,"Examine the minutes of meetings of directors, stockholders, and committees to investigate the specific authority extended at various levels of management.",ce60c408-7ab1-44fd-951d-af263b003262,2025/3/16,Expert,2,5,4,4,4,False,False,False,False,False,False,4,4,4,4,4,True,True,False,False,False,True,False,FALSE,
98,Training and Development Specialists,"Monitor, evaluate, or record training activities or program effectiveness.",8d3a8fbb-7c23-49fa-99d8-4dcd3201c8d7,2025/3/16,Average,4,4,4,1,4,True,False,False,False,False,False,4,4,4,4,5,False,False,False,False,True,False,False,,
102,Training and Development Specialists,Develop alternative training methods if expected improvements are not seen.,8d3a8fbb-7c23-49fa-99d8-4dcd3201c8d7,2025/3/16,Average,4,4,5,4,4,True,False,False,False,False,False,5,4,4,4,5,False,False,False,False,True,False,False,,
101,Training and Development Specialists,"Evaluate training materials prepared by instructors, such as outlines, text, or handouts.",8d3a8fbb-7c23-49fa-99d8-4dcd3201c8d7,2025/3/16,Average,4,4,5,5,4,True,False,False,False,False,False,4,4,5,4,5,False,False,False,False,True,False,False,,
106,Training and Development Specialists,Devise programs to develop executive potential among employees in lower-level positions.,8d3a8fbb-7c23-49fa-99d8-4dcd3201c8d7,2025/3/16,Average,4,4,4,4,4,True,False,False,False,False,False,4,4,4,4,4,False,False,False,True,True,False,False,,
93,Training and Development Specialists,"Keep up with developments in area of expertise by reading current journals, books, or magazine articles.",8d3a8fbb-7c23-49fa-99d8-4dcd3201c8d7,2025/3/16,Average,4,4,4,4,4,False,False,True,False,False,False,4,4,4,4,5,False,False,False,True,False,False,False,,
95,Training and Development Specialists,"Schedule classes based on availability of classrooms, equipment, or instructors.",8d3a8fbb-7c23-49fa-99d8-4dcd3201c8d7,2025/3/16,Average,4,4,4,4,4,True,False,False,False,False,False,4,4,4,4,5,False,False,False,True,False,False,False,,
5158,Proofreaders and Copy Markers,"Correct or record omissions, errors, or inconsistencies found.",54a2d0a9-24be-4738-b917-0a83042cedb8,2025/3/16,Expert,1,4,5,4,4,False,False,False,False,False,False,1,4,3,4,3,False,False,True,True,True,True,True,FALSE,
5161,Proofreaders and Copy Markers,"Compare information or figures on one record against same data on other records, or with original copy, to detect errors.",54a2d0a9-24be-4738-b917-0a83042cedb8,2025/3/16,Expert,2,4,5,2,3,False,False,False,False,False,False,1,3,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
5163,Proofreaders and Copy Markers,"Route proofs with marked corrections to authors, editors, typists, or typesetters for correction or reprinting.",54a2d0a9-24be-4738-b917-0a83042cedb8,2025/3/16,Expert,1,2,5,3,3,False,False,False,False,False,False,4,4,4,3,5,False,True,False,True,True,False,True,FALSE,
20908,Proofreaders and Copy Markers,"Archive documents, conduct research, and read copy, using the internet and various computer programs.",54a2d0a9-24be-4738-b917-0a83042cedb8,2025/3/16,Expert,1,4,5,3,4,False,False,False,False,False,False,2,2,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
5160,Proofreaders and Copy Markers,Read corrected copies or proofs to ensure that all corrections have been made.,13a45812-81a4-4a81-961f-fa81d87f49fc,2025/3/17,Average,2,5,4,4,3,False,False,False,False,False,False,1,4,3,4,3,False,False,True,True,True,True,False,FALSE,
5158,Proofreaders and Copy Markers,"Correct or record omissions, errors, or inconsistencies found.",13a45812-81a4-4a81-961f-fa81d87f49fc,2025/3/17,Average,2,2,3,4,2,False,False,False,False,False,False,1,4,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
5161,Proofreaders and Copy Markers,"Compare information or figures on one record against same data on other records, or with original copy, to detect errors.",13a45812-81a4-4a81-961f-fa81d87f49fc,2025/3/17,Average,2,3,3,4,1,False,False,False,False,False,False,1,4,3,4,3,False,True,True,False,False,True,True,FALSE,
5163,Proofreaders and Copy Markers,"Route proofs with marked corrections to authors, editors, typists, or typesetters for correction or reprinting.",13a45812-81a4-4a81-961f-fa81d87f49fc,2025/3/17,Average,2,2,2,4,2,False,False,False,False,False,False,1,3,3,4,3,False,True,False,True,True,False,False,FALSE,
20908,Proofreaders and Copy Markers,"Archive documents, conduct research, and read copy, using the internet and various computer programs.",13a45812-81a4-4a81-961f-fa81d87f49fc,2025/3/17,Novice,3,1,1,3,1,True,True,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
1033,Purchasing Managers,Prepare bid awards requiring board approval.,03fc2a89-f3f8-4c5f-9a03-e16ff0f38763,2025/3/17,Average,2,2,1,4,3,False,False,False,False,False,False,3,3,3,4,3,True,True,True,False,False,False,False,FALSE,Other
1025,Purchasing Managers,Review purchase order claims and contracts for conformance to company policy.,03fc2a89-f3f8-4c5f-9a03-e16ff0f38763,2025/3/17,Average,3,3,3,4,3,False,True,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
15709,Online Merchants,Deliver e-mail confirmation of completed transactions and shipment.,a111d892-849d-43d9-8c4c-d238caba45d6,2025/3/17,Novice,4,1,2,1,2,True,True,False,False,False,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
15728,Online Merchants,"Correspond with online customers via electronic mail, telephone, or other electronic messaging to address questions or complaints about products, policies, or shipping methods.",a111d892-849d-43d9-8c4c-d238caba45d6,2025/3/17,Average,3,1,3,2,3,True,False,True,True,False,True,3,4,3,4,4,True,True,False,True,True,True,True,,
15707,Online Merchants,Determine and set product prices.,a111d892-849d-43d9-8c4c-d238caba45d6,2025/3/17,Average,3,2,3,2,2,True,True,True,False,False,True,2,2,2,3,2,False,False,False,False,False,False,False,,FALSE
15734,Online Merchants,"Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.",a111d892-849d-43d9-8c4c-d238caba45d6,2025/3/17,Average,4,3,2,2,2,True,False,True,True,True,True,5,2,2,3,2,False,False,False,False,False,False,False,,FALSE
15703,Online Merchants,"Upload digital media, such as photos, video, or scanned images to online storefront, auction sites, or other shopping Web sites.",a111d892-849d-43d9-8c4c-d238caba45d6,2025/3/17,Average,3,3,2,2,3,True,True,True,False,False,True,4,1,3,4,5,True,True,True,False,False,False,False,,
15735,Online Merchants,"Calculate revenue, sales, and expenses, using financial accounting or spreadsheet software.",a111d892-849d-43d9-8c4c-d238caba45d6,2025/3/17,Novice,5,1,1,2,1,True,True,True,True,True,True,2,1,2,1,2,False,False,False,False,False,False,False,,FALSE
15732,Online Merchants,"Prepare or organize online storefront marketing material, including product descriptions or subject lines, optimizing content to search engine criteria.",a111d892-849d-43d9-8c4c-d238caba45d6,2025/3/17,Novice,4,3,4,2,3,True,False,True,True,False,True,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
15721,Online Merchants,"Investigate products or markets to determine areas for opportunity or viability for merchandising specific products, using online or offline sources.",a111d892-849d-43d9-8c4c-d238caba45d6,2025/3/17,Novice,2,2,2,2,4,False,False,False,False,False,False,4,3,2,4,4,True,False,False,False,False,False,False,FALSE,
1146,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Monitor and follow applicable laws and regulations.,a5335672-e538-467d-b99e-8e408a3c95bf,2025/3/17,Average,5,1,2,1,3,True,False,True,False,False,False,1,3,3,2,4,False,True,True,True,False,False,False,,
1143,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Prepare purchase orders, solicit bid proposals, and review requisitions for goods and services.",a5335672-e538-467d-b99e-8e408a3c95bf,2025/3/17,Expert,4,3,4,4,4,True,False,False,True,True,False,4,5,4,4,5,False,True,True,False,False,False,False,,
1145,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Analyze price proposals, financial reports, and other data and information to determine reasonable prices.",a5335672-e538-467d-b99e-8e408a3c95bf,2025/3/17,Average,4,4,4,2,4,True,False,True,False,False,False,3,4,5,4,4,True,False,True,True,False,False,False,,
1151,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Maintain and review computerized or manual records of purchased items, costs, deliveries, product performance, and inventories.",a5335672-e538-467d-b99e-8e408a3c95bf,2025/3/17,Average,4,1,2,3,3,True,False,True,False,False,False,3,3,3,3,4,True,False,True,True,False,False,False,,
1144,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Research and evaluate suppliers, based on price, quality, selection, service, support, availability, reliability, production and distribution capabilities, and the supplier's reputation and history.",a5335672-e538-467d-b99e-8e408a3c95bf,2025/3/17,Expert,2,2,3,5,3,False,False,False,False,False,False,1,3,1,4,1,False,False,False,False,False,False,False,FALSE,FALSE
1148,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Monitor shipments to ensure that goods come in on time, and resolve problems related to undelivered goods.",a5335672-e538-467d-b99e-8e408a3c95bf,2025/3/17,Expert,3,3,1,2,1,True,True,False,False,False,False,2,3,3,1,3,False,True,True,False,False,False,False,,
1153,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Study sales records and inventory levels of current stock to develop strategic purchasing programs that facilitate employee access to supplies.,a5335672-e538-467d-b99e-8e408a3c95bf,2025/3/17,Expert,4,3,2,3,3,True,False,True,False,False,False,3,3,4,4,3,True,False,True,False,False,False,False,,
1157,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Write and review product specifications, maintaining a working technical knowledge of the goods or services to be purchased.",a5335672-e538-467d-b99e-8e408a3c95bf,2025/3/17,Average,2,2,2,4,4,False,False,False,False,False,False,5,3,5,4,3,True,True,True,False,False,False,False,FALSE,
1152,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Review catalogs, industry periodicals, directories, trade journals, and Internet sites and consult with other department personnel to locate necessary goods and services.",a5335672-e538-467d-b99e-8e408a3c95bf,2025/3/17,Expert,4,2,2,4,4,True,False,True,False,False,False,4,4,4,4,4,True,True,True,False,False,False,False,,
23326,Insurance Claims and Policy Processing Clerks,"Transcribe data to worksheets, and enter data into computer for use in preparing documents and adjusting accounts.",7c61add2-1f60-445e-a9d2-c6c0f62c5a97,2025/3/17,Expert,1,3,5,1,2,False,False,False,False,False,False,3,3,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
136,"Architects, Except Landscape and Naval",Integrate engineering elements into unified architectural designs.,61a7c478-b86a-4020-bea0-fb3f455a1d54,2025/3/17,Novice,4,3,2,3,3,False,True,False,False,False,False,2,3,3,2,3,False,False,False,True,False,False,False,,
134,"Architects, Except Landscape and Naval",Prepare contract documents for building contractors.,61a7c478-b86a-4020-bea0-fb3f455a1d54,2025/3/17,Average,2,1,2,2,2,False,False,False,False,False,False,2,1,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
49,Medical and Health Services Managers,"Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports.",41105647-1158-483f-8bf9-2441ec78938e,2025/3/17,Novice,3,1,3,1,3,True,True,False,False,False,True,1,5,2,4,3,False,True,True,True,True,True,True,,
301,Graphic Designers,Use computer software to generate new images.,46fb0f28-f6fd-4e54-b05e-1af4cac82ffd,2025/3/18,Average,2,3,3,3,3,False,False,False,False,False,False,1,2,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
51,Medical and Health Services Managers,"Conduct and administer fiscal operations, including accounting, planning budgets, authorizing expenditures, establishing rates for services, and coordinating financial reporting.",41105647-1158-483f-8bf9-2441ec78938e,2025/3/17,Novice,5,1,1,1,3,True,True,True,True,True,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
55,Medical and Health Services Managers,"Maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options.",41105647-1158-483f-8bf9-2441ec78938e,2025/3/17,Novice,2,2,2,1,2,False,False,False,False,False,False,1,2,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
52,Medical and Health Services Managers,"Establish work schedules and assignments for staff, according to workload, space, and equipment availability.",41105647-1158-483f-8bf9-2441ec78938e,2025/3/17,Expert,5,4,4,1,2,False,True,False,False,False,False,1,3,1,1,2,False,False,False,False,False,False,False,,FALSE
1151,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Maintain and review computerized or manual records of purchased items, costs, deliveries, product performance, and inventories.",d8ac723c-4194-4e78-9150-82cfaa7cd47e,2025/3/17,Novice,2,2,2,3,2,False,False,False,False,False,False,3,2,2,3,3,True,True,False,False,True,False,False,FALSE,
1148,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Monitor shipments to ensure that goods come in on time, and resolve problems related to undelivered goods.",d8ac723c-4194-4e78-9150-82cfaa7cd47e,2025/3/17,Average,2,2,1,3,1,False,False,False,False,False,False,1,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
51,Medical and Health Services Managers,"Conduct and administer fiscal operations, including accounting, planning budgets, authorizing expenditures, establishing rates for services, and coordinating financial reporting.",3761428d-8fe0-4347-94ad-329e09b9ea2b,2025/3/17,Average,3,1,2,1,1,True,True,True,True,True,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
55,Medical and Health Services Managers,"Maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options.",3761428d-8fe0-4347-94ad-329e09b9ea2b,2025/3/17,Average,3,2,2,1,2,True,False,False,False,True,True,1,2,1,3,3,False,False,True,True,True,True,True,,
52,Medical and Health Services Managers,"Establish work schedules and assignments for staff, according to workload, space, and equipment availability.",3761428d-8fe0-4347-94ad-329e09b9ea2b,2025/3/17,Expert,1,4,4,4,4,False,False,False,False,False,False,3,4,3,4,5,True,True,True,True,True,True,True,FALSE,
20726,Aerospace Engineers,"Develop design criteria for aeronautical or aerospace products or systems, including testing methods, production costs, quality standards, environmental standards, or completion dates.",c8c80b9f-3762-4fad-93b6-699d7211d411,2025/3/17,Average,3,3,3,2,3,True,False,False,False,False,False,2,3,3,3,3,True,True,False,False,False,False,False,,
19601,Aerospace Engineers,"Design new or modify existing aerospace systems to reduce polluting emissions, such as nitrogen oxide, carbon monoxide, or smoke emissions.",c8c80b9f-3762-4fad-93b6-699d7211d411,2025/3/17,Average,3,3,3,3,3,True,False,False,False,True,False,1,3,2,2,3,False,False,False,False,False,True,True,,
1251,Credit Analysts,Prepare reports that include the degree of risk involved in extending credit or lending money.,bdccaf8d-0e0d-40ef-889e-94f8b2e4922e,2025/3/17,Novice,3,1,2,2,2,False,True,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
55,Medical and Health Services Managers,"Maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options.",ff35fefb-dae4-479e-b7c1-b53e05f9709a,2025/3/17,Average,3,1,2,1,3,True,True,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,,FALSE
61,Medical and Health Services Managers,Review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization.,ff35fefb-dae4-479e-b7c1-b53e05f9709a,2025/3/17,Average,3,1,1,1,1,True,True,False,False,False,False,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
57,Medical and Health Services Managers,"Prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives.",ff35fefb-dae4-479e-b7c1-b53e05f9709a,2025/3/17,Average,2,2,2,1,2,False,False,False,False,False,False,2,2,1,3,3,False,False,True,False,True,False,False,FALSE,
1340,Aerospace Engineers,"Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.",3f67f2d4-5ae3-489a-a367-46d3b073546f,2025/3/17,Average,3,1,1,1,2,True,False,False,False,True,False,1,3,2,3,3,False,True,True,False,True,False,False,,
2717,Public Safety Telecommunicators,Read and effectively interpret small-scale maps and information from a computer screen to determine locations and provide directions.,939ff67b-ec4d-4599-906c-33d21c5713a2,2025/3/17,Novice,4,1,1,1,1,False,True,True,False,True,False,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
7360,Tax Preparers,"Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum.",3ebcf304-4368-4145-b9d2-cd8bc077d8b5,2025/3/18,Average,2,2,4,2,4,False,False,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
7358,Tax Preparers,"Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables.",3ebcf304-4368-4145-b9d2-cd8bc077d8b5,2025/3/18,Average,2,2,3,2,3,False,False,False,False,False,False,1,2,1,3,3,False,True,False,False,True,False,False,FALSE,
7362,Tax Preparers,"Review financial records, such as income statements and documentation of expenditures to determine forms needed to prepare tax returns.",3ebcf304-4368-4145-b9d2-cd8bc077d8b5,2025/3/18,Average,2,4,3,2,3,False,False,False,False,False,False,1,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
7359,Tax Preparers,Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.,3ebcf304-4368-4145-b9d2-cd8bc077d8b5,2025/3/18,Average,2,3,3,2,4,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
7364,Tax Preparers,Consult tax law handbooks or bulletins to determine procedures for preparation of atypical returns.,3ebcf304-4368-4145-b9d2-cd8bc077d8b5,2025/3/18,Average,3,1,2,1,1,True,False,True,False,False,False,1,2,3,3,2,False,False,False,False,False,False,False,,FALSE
21165,Tax Preparers,Schedule appointments with clients.,3ebcf304-4368-4145-b9d2-cd8bc077d8b5,2025/3/18,Expert,5,1,2,1,1,True,False,False,False,False,False,1,5,1,1,4,True,False,False,True,False,False,False,,
19050,Judicial Law Clerks,"Prepare briefs, legal memoranda, or statements of issues involved in cases, including appropriate suggestions or recommendations.",99a8ba77-449a-47cc-a3aa-d7d2e275ddad,2025/3/18,Average,2,2,2,2,3,False,False,False,False,False,False,3,2,1,2,3,True,True,True,True,True,False,True,FALSE,
19051,Judicial Law Clerks,"Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.",99a8ba77-449a-47cc-a3aa-d7d2e275ddad,2025/3/18,Novice,2,4,2,2,2,False,False,False,False,False,False,2,2,2,3,3,True,True,True,True,True,True,False,FALSE,
19047,Judicial Law Clerks,"Draft or proofread judicial opinions, decisions, or citations.",99a8ba77-449a-47cc-a3aa-d7d2e275ddad,2025/3/18,Expert,2,1,2,1,1,False,False,False,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
19052,Judicial Law Clerks,"Review complaints, petitions, motions, or pleadings that have been filed to determine issues involved or basis for relief.",99a8ba77-449a-47cc-a3aa-d7d2e275ddad,2025/3/18,Expert,3,1,2,3,2,True,True,True,True,False,False,3,1,3,2,1,False,False,False,False,False,False,False,,FALSE
19057,Judicial Law Clerks,"Enter information into computerized court calendar, filing, or case management systems.",99a8ba77-449a-47cc-a3aa-d7d2e275ddad,2025/3/18,Novice,2,2,2,3,4,False,False,False,False,False,False,3,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
19054,Judicial Law Clerks,"Verify that all files, complaints, or other papers are available and in the proper order.",99a8ba77-449a-47cc-a3aa-d7d2e275ddad,2025/3/18,Average,2,3,2,2,2,False,False,False,False,False,False,2,2,3,2,1,False,False,False,False,False,False,False,FALSE,FALSE
2705,Public Safety Telecommunicators,"Determine response requirements and relative priorities of situations, and dispatch units in accordance with established procedures.",b940faba-6751-40e2-adc6-f39076b5d209,2025/3/18,Novice,5,1,1,1,2,True,True,False,False,False,True,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
2706,Public Safety Telecommunicators,"Record details of calls, dispatches, and messages.",b940faba-6751-40e2-adc6-f39076b5d209,2025/3/18,Novice,5,2,4,1,2,True,True,False,False,False,True,1,3,2,1,2,False,False,False,False,False,False,False,,FALSE
2712,Public Safety Telecommunicators,"Maintain access to, and security of, highly sensitive materials.",b940faba-6751-40e2-adc6-f39076b5d209,2025/3/18,Novice,5,4,2,5,2,True,True,False,False,False,True,1,2,2,1,1,False,False,False,False,False,False,False,,FALSE
2717,Public Safety Telecommunicators,Read and effectively interpret small-scale maps and information from a computer screen to determine locations and provide directions.,b940faba-6751-40e2-adc6-f39076b5d209,2025/3/18,Average,5,1,1,1,3,True,True,False,False,False,True,1,3,2,1,1,False,False,False,False,False,False,False,,FALSE
2714,Public Safety Telecommunicators,"Maintain files of information relating to emergency calls, such as personnel rosters and emergency call-out and pager files.",b940faba-6751-40e2-adc6-f39076b5d209,2025/3/18,Novice,5,1,1,1,2,True,False,False,False,False,True,2,1,2,2,1,False,False,False,False,False,False,False,,FALSE
22086,Mechanical Engineering Technologists and Technicians,"Provide technical support to other employees regarding mechanical design, fabrication, testing, or documentation.",5b612c64-fc64-429e-9ea4-54ec2c56207b,2025/3/18,Average,2,3,3,2,4,False,False,False,False,False,False,3,4,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1482,Mechanical Engineering Technologists and Technicians,"Analyze test results in relation to design or rated specifications and test objectives, and modify or adjust equipment to meet specifications.",5b612c64-fc64-429e-9ea4-54ec2c56207b,2025/3/18,Expert,3,4,4,3,2,True,False,True,False,False,False,3,2,4,4,3,False,True,False,False,True,False,False,,
1486,Mechanical Engineering Technologists and Technicians,"Record test procedures and results, numerical and graphical data, and recommendations for changes in product or test methods.",5b612c64-fc64-429e-9ea4-54ec2c56207b,2025/3/18,Average,3,4,3,2,4,True,True,False,True,False,False,3,3,4,2,4,False,False,False,False,False,False,False,,
22077,Mechanical Engineering Technologists and Technicians,"Design molds, tools, dies, jigs, or fixtures for use in manufacturing processes.",5b612c64-fc64-429e-9ea4-54ec2c56207b,2025/3/18,Average,4,4,5,3,4,False,True,False,True,False,False,4,3,2,4,4,False,False,False,False,False,False,False,,
1477,Mechanical Engineering Technologists and Technicians,"Review project instructions and specifications to identify, modify and plan requirements fabrication, assembly and testing.",5b612c64-fc64-429e-9ea4-54ec2c56207b,2025/3/18,Average,2,3,2,4,3,False,False,False,False,False,False,4,2,3,4,4,True,False,True,True,False,False,False,FALSE,
22083,Mechanical Engineering Technologists and Technicians,"Prepare equipment inspection schedules, reliability schedules, work plans, or other records.",5b612c64-fc64-429e-9ea4-54ec2c56207b,2025/3/18,Expert,5,4,5,4,5,False,True,False,True,False,True,5,4,4,4,4,False,True,False,True,True,False,True,,
20558,Photographers,"Transfer photographs to computers for editing, archiving, and electronic transmission.",6019b5cb-bf16-4765-b084-d0040c54b212,2025/3/18,Expert,4,4,4,2,4,False,True,True,True,False,False,2,3,3,3,2,False,False,False,False,False,False,False,,FALSE
9357,Photographers,"Enhance, retouch, and resize photographs and negatives, using airbrushing and other techniques.",6019b5cb-bf16-4765-b084-d0040c54b212,2025/3/18,Average,1,1,1,1,2,False,False,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
9354,Photographers,"Perform general office duties, such as scheduling appointments, keeping books, and ordering supplies.",6019b5cb-bf16-4765-b084-d0040c54b212,2025/3/18,Novice,1,2,1,1,2,False,False,False,False,False,False,1,1,1,1,3,False,False,False,False,False,False,True,FALSE,
9350,Photographers,Review sets of photographs to select the best work.,6019b5cb-bf16-4765-b084-d0040c54b212,2025/3/18,Expert,1,2,2,2,2,False,False,False,False,False,False,1,1,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
20560,Photographers,Write photograph captions.,6019b5cb-bf16-4765-b084-d0040c54b212,2025/3/18,Expert,1,3,3,3,4,False,False,False,False,False,False,2,3,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
300,Graphic Designers,"Determine size and arrangement of illustrative material and copy, and select style and size of type.",a71e7f52-94d4-4170-bf71-3ee98083c518,2025/3/18,Average,1,3,4,1,4,False,False,False,False,False,False,1,2,3,2,3,False,False,True,False,True,False,False,FALSE,
299,Graphic Designers,"Create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.",a71e7f52-94d4-4170-bf71-3ee98083c518,2025/3/18,Average,1,3,3,1,3,False,False,False,False,False,False,1,4,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
306,Graphic Designers,"Develop graphics and layouts for product illustrations, company logos, and Web sites.",a71e7f52-94d4-4170-bf71-3ee98083c518,2025/3/18,Average,4,1,2,1,1,False,False,False,True,False,False,1,1,3,2,4,False,False,False,False,True,False,False,,
301,Graphic Designers,Use computer software to generate new images.,a71e7f52-94d4-4170-bf71-3ee98083c518,2025/3/18,Average,2,4,4,2,3,False,False,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
304,Graphic Designers,"Review final layouts and suggest improvements, as needed.",a71e7f52-94d4-4170-bf71-3ee98083c518,2025/3/18,Average,2,2,3,1,3,False,False,False,False,False,False,1,2,3,2,3,False,False,False,False,False,True,False,FALSE,
303,Graphic Designers,"Draw and print charts, graphs, illustrations, and other artwork, using computer.",a71e7f52-94d4-4170-bf71-3ee98083c518,2025/3/18,Average,4,1,3,1,2,False,False,False,True,False,False,2,1,4,2,1,False,False,False,False,False,False,False,,FALSE
18088,Health Informatics Specialists,"Design, develop, select, test, implement, and evaluate new or modified informatics solutions, data structures, and decision-support mechanisms to support patients, health care professionals, and their information management and human-computer and human-technology interactions within health care contexts.",84680e06-cc42-420d-8968-38ff79cb3a9b,2025/3/18,Average,2,2,5,2,1,False,False,False,False,False,False,1,2,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
18094,Health Informatics Specialists,"Analyze and interpret patient, nursing, or information systems data to improve nursing services.",84680e06-cc42-420d-8968-38ff79cb3a9b,2025/3/18,Expert,1,1,2,2,2,False,False,False,False,False,False,1,2,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
11373,"Production, Planning, and Expediting Clerks",Contact suppliers to verify shipment details.,15e5e379-2d54-4b39-8c43-c5e63631a1e3,2025/3/19,Novice,2,3,2,3,2,False,False,False,False,False,False,5,2,2,2,5,True,False,False,False,False,False,False,FALSE,
18093,Health Informatics Specialists,"Develop, implement, or evaluate health information technology applications, tools, processes, or structures to assist nurses with data management.",84680e06-cc42-420d-8968-38ff79cb3a9b,2025/3/18,Expert,1,2,2,1,2,False,False,False,False,False,False,1,2,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
18092,Health Informatics Specialists,Use informatics science to design or implement health information technology applications for resolution of clinical or health care administrative problems.,84680e06-cc42-420d-8968-38ff79cb3a9b,2025/3/18,Expert,1,1,2,1,2,False,False,False,False,False,False,1,2,2,1,1,False,False,False,False,False,False,False,FALSE,FALSE
18103,Health Informatics Specialists,Provide consultation to nurses regarding hardware or software configuration.,84680e06-cc42-420d-8968-38ff79cb3a9b,2025/3/18,Average,2,1,2,2,2,False,False,False,False,False,False,2,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
18095,Health Informatics Specialists,"Analyze computer and information technologies to determine applicability to nursing practice, education, administration, and research.",84680e06-cc42-420d-8968-38ff79cb3a9b,2025/3/18,Average,3,2,3,2,2,False,False,True,True,False,False,2,1,2,2,2,False,False,False,False,False,False,False,,FALSE
18100,Health Informatics Specialists,"Develop strategies, policies or procedures for introducing, evaluating, or modifying information technology applied to nursing practice, administration, education, or research.",84680e06-cc42-420d-8968-38ff79cb3a9b,2025/3/18,Novice,2,3,2,3,3,False,False,False,False,False,False,3,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
22655,Writers and Authors,Vary language and tone of messages based on product and medium.,1bd197e1-584a-4efc-855c-51e8e2396668,2025/3/18,Average,3,4,4,3,3,True,False,False,False,False,False,4,4,3,3,3,False,True,True,True,True,False,True,,
22654,Writers and Authors,Present drafts and ideas to clients.,1bd197e1-584a-4efc-855c-51e8e2396668,2025/3/18,Average,2,4,4,3,4,False,False,False,False,False,False,1,4,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
22660,Writers and Authors,"Review advertising trends, consumer surveys, and other data regarding marketing of goods and services to determine the best way to promote products.",1bd197e1-584a-4efc-855c-51e8e2396668,2025/3/18,Average,4,4,3,2,2,True,True,False,True,True,False,4,3,4,4,2,False,False,False,False,False,False,False,,FALSE
22657,Writers and Authors,"Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.",1bd197e1-584a-4efc-855c-51e8e2396668,2025/3/18,Average,2,3,3,3,2,False,False,False,False,False,False,2,4,1,2,3,False,True,True,True,False,True,False,FALSE,
22655,Writers and Authors,Vary language and tone of messages based on product and medium.,0959d24a-ee77-4f4f-be9d-3f1ff6217303,2025/3/18,Average,1,1,3,5,2,False,False,False,False,False,False,2,2,2,3,3,True,False,True,True,True,False,True,FALSE,
22654,Writers and Authors,Present drafts and ideas to clients.,0959d24a-ee77-4f4f-be9d-3f1ff6217303,2025/3/18,Average,2,1,3,2,3,False,False,False,False,False,False,3,3,4,3,4,True,True,True,True,True,True,True,FALSE,
22657,Writers and Authors,"Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.",0959d24a-ee77-4f4f-be9d-3f1ff6217303,2025/3/18,Expert,3,5,4,5,2,True,False,True,True,False,True,3,4,5,3,4,True,True,True,True,True,True,True,,
22655,Writers and Authors,Vary language and tone of messages based on product and medium.,a1b77b70-384a-4f9f-905e-68ec1d2ccf20,2025/3/18,Novice,3,1,1,3,2,False,True,False,False,False,False,1,2,1,1,3,False,False,False,True,False,False,False,,
22654,Writers and Authors,Present drafts and ideas to clients.,a1b77b70-384a-4f9f-905e-68ec1d2ccf20,2025/3/18,Expert,1,4,3,3,4,False,False,False,False,False,False,2,5,1,4,4,False,False,True,False,False,False,False,FALSE,
22657,Writers and Authors,"Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.",a1b77b70-384a-4f9f-905e-68ec1d2ccf20,2025/3/18,Expert,3,3,4,2,2,False,True,False,False,False,False,1,2,1,2,4,False,False,False,False,True,False,False,,
20558,Photographers,"Transfer photographs to computers for editing, archiving, and electronic transmission.",2728e7c4-7319-4961-a8e6-88ce42ec71d6,2025/3/18,Average,3,2,2,3,3,True,False,False,False,False,False,3,2,2,2,2,False,False,False,False,False,False,False,,FALSE
9352,Photographers,"Manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.",2728e7c4-7319-4961-a8e6-88ce42ec71d6,2025/3/18,Novice,2,2,2,2,2,False,False,False,False,False,False,2,2,2,2,3,False,False,False,False,True,False,False,FALSE,
9351,Photographers,"Estimate or measure light levels, distances, and numbers of exposures needed, using measuring devices and formulas.",2728e7c4-7319-4961-a8e6-88ce42ec71d6,2025/3/18,Novice,2,2,3,3,3,False,False,False,False,False,False,3,3,3,2,3,False,False,False,False,False,False,False,FALSE,
9354,Photographers,"Perform general office duties, such as scheduling appointments, keeping books, and ordering supplies.",2728e7c4-7319-4961-a8e6-88ce42ec71d6,2025/3/18,Expert,3,3,3,3,2,True,True,False,False,False,False,3,3,3,3,3,False,False,False,False,False,False,False,,
9350,Photographers,Review sets of photographs to select the best work.,2728e7c4-7319-4961-a8e6-88ce42ec71d6,2025/3/18,Average,2,2,3,2,2,False,False,False,False,False,False,2,2,2,2,3,False,False,False,False,False,False,True,FALSE,
1783,Editors,"Oversee publication production, including artwork, layout, computer typesetting, and printing, ensuring adherence to deadlines and budget requirements.",570f8b49-3b63-4a08-a948-2aefbdefd52c,2025/3/18,Average,2,1,4,2,3,False,False,False,False,False,False,1,3,1,4,3,False,True,False,True,True,False,False,FALSE,
1781,Editors,Review and approve proofs submitted by composing room prior to publication production.,570f8b49-3b63-4a08-a948-2aefbdefd52c,2025/3/18,Expert,2,4,4,4,3,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
299,Graphic Designers,"Create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.",46fb0f28-f6fd-4e54-b05e-1af4cac82ffd,2025/3/18,Average,1,3,4,4,4,False,False,False,False,False,False,4,2,3,2,3,True,False,False,False,False,False,False,FALSE,
306,Graphic Designers,"Develop graphics and layouts for product illustrations, company logos, and Web sites.",46fb0f28-f6fd-4e54-b05e-1af4cac82ffd,2025/3/18,Average,1,4,5,5,5,False,False,False,False,False,False,1,3,4,4,4,False,False,True,True,True,False,False,FALSE,
304,Graphic Designers,"Review final layouts and suggest improvements, as needed.",46fb0f28-f6fd-4e54-b05e-1af4cac82ffd,2025/3/18,Average,1,2,4,4,3,False,False,False,False,False,False,1,5,4,4,5,False,True,True,True,True,False,False,FALSE,
308,Graphic Designers,"Prepare illustrations or rough sketches of material, discussing them with clients or supervisors and making necessary changes.",46fb0f28-f6fd-4e54-b05e-1af4cac82ffd,2025/3/18,Average,1,3,3,2,3,False,False,False,False,False,False,1,5,3,4,4,False,True,True,True,True,True,False,FALSE,
309,Graphic Designers,"Study illustrations and photographs to plan presentation of materials, products, or services.",46fb0f28-f6fd-4e54-b05e-1af4cac82ffd,2025/3/18,Average,2,1,2,1,2,False,False,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1282,Computer User Support Specialists,Answer user inquiries regarding computer software or hardware operation to resolve problems.,f2ff57da-39b3-49c7-a119-0dfcd1a6aa98,2025/3/19,Average,2,4,5,3,5,False,False,False,False,False,False,4,5,5,5,4,True,True,True,True,True,True,True,FALSE,
1290,Computer User Support Specialists,"Develop training materials and procedures, or train users in the proper use of hardware or software.",f2ff57da-39b3-49c7-a119-0dfcd1a6aa98,2025/3/19,Average,2,2,4,2,5,False,False,False,False,False,False,4,3,2,2,4,True,True,True,True,True,True,True,FALSE,
1292,Computer User Support Specialists,"Prepare evaluations of software or hardware, and recommend improvements or upgrades.",f2ff57da-39b3-49c7-a119-0dfcd1a6aa98,2025/3/19,Average,3,2,5,2,5,True,False,True,False,False,True,4,3,5,4,4,True,True,True,True,True,True,True,,
15608,Clinical Research Coordinators,"Collaborate with investigators to prepare presentations or reports of clinical study procedures, results, and conclusions.",196ae771-90ee-42a7-a810-94eeeb5741f3,2025/3/19,Expert,5,5,5,3,5,True,False,True,True,True,True,1,4,4,4,2,False,False,False,False,False,False,False,,FALSE
15607,Clinical Research Coordinators,Communicate with laboratories or investigators regarding laboratory findings.,196ae771-90ee-42a7-a810-94eeeb5741f3,2025/3/19,Expert,5,5,5,5,5,True,True,True,False,False,False,5,5,5,5,5,True,True,False,False,False,True,False,,
15584,Clinical Research Coordinators,Register protocol patients with appropriate statistical centers as required.,196ae771-90ee-42a7-a810-94eeeb5741f3,2025/3/19,Expert,5,5,5,5,5,True,False,True,False,False,True,5,4,4,4,4,True,False,True,False,False,False,True,,
11402,Data Entry Keyers,"Compile, sort, and verify the accuracy of data before it is entered.",eac2aff0-bfe9-41e6-a945-9046afaec333,2025/3/19,Expert,5,4,5,3,3,True,True,True,False,False,True,4,4,4,3,4,True,True,True,True,True,True,True,,
11406,Data Entry Keyers,Maintain logs of activities and completed work.,eac2aff0-bfe9-41e6-a945-9046afaec333,2025/3/19,Expert,5,3,5,3,2,True,True,True,False,False,True,3,4,4,4,3,True,True,True,True,True,True,True,,
16152,Information Technology Project Managers,"Submit project deliverables, ensuring adherence to quality standards.",9829fdbf-4224-446f-8433-ad68a40d9baf,2025/3/19,Average,4,3,3,1,4,True,False,True,False,False,True,4,3,3,3,3,True,True,False,False,False,False,True,,
16170,Information Technology Project Managers,"Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.",9829fdbf-4224-446f-8433-ad68a40d9baf,2025/3/19,Expert,3,3,3,1,3,True,False,False,False,True,True,4,3,3,3,3,True,True,False,True,False,False,False,,
16168,Information Technology Project Managers,"Prepare project status reports by collecting, analyzing, and summarizing information and trends.",9829fdbf-4224-446f-8433-ad68a40d9baf,2025/3/19,Average,3,4,3,3,2,True,True,False,True,True,False,4,3,3,3,4,False,False,True,True,True,True,True,,
16157,Information Technology Project Managers,Monitor or track project milestones and deliverables.,1e95ad73-c199-48c4-b2d4-3819f3e5e4db,2025/3/19,Expert,5,2,3,1,2,True,True,True,False,False,True,4,4,4,4,3,False,True,True,True,False,True,False,,
16159,Information Technology Project Managers,"Initiate, review, or approve modifications to project plans.",1e95ad73-c199-48c4-b2d4-3819f3e5e4db,2025/3/19,Expert,5,1,3,1,1,True,True,True,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,,FALSE
16168,Information Technology Project Managers,"Prepare project status reports by collecting, analyzing, and summarizing information and trends.",1e95ad73-c199-48c4-b2d4-3819f3e5e4db,2025/3/19,Expert,5,1,2,1,1,True,True,True,False,False,True,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
16167,Information Technology Project Managers,"Assign duties, responsibilities, and spans of authority to project personnel.",1e95ad73-c199-48c4-b2d4-3819f3e5e4db,2025/3/19,Expert,2,3,4,2,2,False,False,False,False,False,False,1,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20943,Supply Chain Managers,"Manage activities related to strategic or tactical purchasing, material requirements planning, controlling inventory, warehousing, or receiving.",5e59bc0a-6d03-43aa-8841-fcedd04b2062,2025/3/19,Average,4,4,4,1,3,True,True,False,False,True,False,1,4,4,4,5,False,True,True,True,False,True,False,,
15700,Supply Chain Managers,"Develop procedures for coordination of supply chain management with other functional areas, such as sales, marketing, finance, production, or quality assurance.",5e59bc0a-6d03-43aa-8841-fcedd04b2062,2025/3/19,Expert,2,4,4,1,3,False,False,False,False,False,False,1,5,4,5,5,False,True,True,True,False,False,False,FALSE,
15697,Supply Chain Managers,Analyze information about supplier performance or procurement program success.,5e59bc0a-6d03-43aa-8841-fcedd04b2062,2025/3/19,Average,4,2,1,2,1,True,False,False,False,False,True,2,4,1,4,3,False,False,True,True,True,False,False,,
20946,Supply Chain Managers,Monitor forecasts and quotas to identify changes and predict effects on supply chain activities.,5e59bc0a-6d03-43aa-8841-fcedd04b2062,2025/3/19,Expert,3,4,4,4,3,False,False,True,False,False,True,1,4,3,5,4,False,True,True,False,True,True,False,,
20976,Transportation Planners,"Interpret data from traffic modeling software, geographic information systems, or associated databases.",e6f2e13f-cefd-4c42-91e2-6cd3610075e7,2025/3/19,Novice,3,1,2,1,3,False,False,False,False,False,True,1,3,3,4,3,False,False,True,False,True,True,False,,
3223,Advertising and Promotions Managers,Prepare budgets and submit estimates for program costs as part of campaign plan development.,e8309a2a-e1fa-416a-bfcc-01c9f1a36ccf,2025/3/19,Average,4,3,4,4,4,False,False,True,False,False,False,3,3,3,3,4,False,False,False,False,True,False,False,,
51,Medical and Health Services Managers,"Conduct and administer fiscal operations, including accounting, planning budgets, authorizing expenditures, establishing rates for services, and coordinating financial reporting.",02928826-5677-404b-bdb4-0dfdebd187e0,2025/3/19,Expert,2,5,3,4,5,False,False,False,False,False,False,1,3,2,3,4,False,True,True,False,True,False,True,FALSE,
61,Medical and Health Services Managers,Review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization.,02928826-5677-404b-bdb4-0dfdebd187e0,2025/3/19,Average,4,2,3,2,3,True,False,True,False,False,True,2,2,3,1,3,True,True,False,True,True,False,True,,
15430,Quality Control Systems Managers,Monitor performance of quality control systems to ensure effectiveness and efficiency.,dae7550b-e7f3-476d-abdf-16ceee6f4a8f,2025/3/19,Novice,2,4,4,1,3,False,False,False,False,False,False,1,4,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
15428,Quality Control Systems Managers,Analyze quality control test results and provide feedback and interpretation to production management or staff.,dae7550b-e7f3-476d-abdf-16ceee6f4a8f,2025/3/19,Expert,1,2,2,1,3,False,False,False,False,False,False,1,3,3,3,3,False,True,True,True,True,True,True,FALSE,
15425,Quality Control Systems Managers,Create and implement inspection and testing criteria or procedures.,dae7550b-e7f3-476d-abdf-16ceee6f4a8f,2025/3/19,Expert,2,2,3,2,3,False,False,False,False,False,False,1,4,4,4,3,False,True,True,True,True,True,True,FALSE,
21000,Editors,"Write text, such as stories, articles, editorials, or newsletters.",7692ee9d-a74f-4f8b-a82f-5cb730f135da,2025/3/19,Expert,3,4,4,2,4,False,False,False,False,False,False,3,2,2,3,1,False,False,False,False,False,False,False,,FALSE
1781,Editors,Review and approve proofs submitted by composing room prior to publication production.,7692ee9d-a74f-4f8b-a82f-5cb730f135da,2025/3/19,Expert,3,2,3,2,2,False,False,False,False,True,False,3,3,2,3,3,False,False,True,False,True,False,True,,
1778,Editors,"Allocate print space for story text, photos, and illustrations according to space parameters and copy significance, using knowledge of layout principles.",7692ee9d-a74f-4f8b-a82f-5cb730f135da,2025/3/19,Average,2,1,2,2,1,False,False,False,False,False,False,2,2,2,2,3,False,False,True,False,True,False,False,FALSE,
16168,Information Technology Project Managers,"Prepare project status reports by collecting, analyzing, and summarizing information and trends.",4f4b2c03-168a-43c0-8feb-8e65c1b69772,2025/3/20,Expert,3,3,3,3,3,False,True,False,True,True,False,2,2,3,2,3,True,False,True,False,False,False,False,,
15228,Graphic Designers,"Maintain archive of images, photos, or previous work products.",46fb0f28-f6fd-4e54-b05e-1af4cac82ffd,2025/3/18,Average,2,1,2,1,2,False,False,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
303,Graphic Designers,"Draw and print charts, graphs, illustrations, and other artwork, using computer.",46fb0f28-f6fd-4e54-b05e-1af4cac82ffd,2025/3/18,Average,2,2,2,2,3,False,False,False,False,False,False,1,1,2,3,3,False,False,True,False,True,True,False,FALSE,
22522,Producers and Directors,"Research production topics using the internet, video archives, and other informational sources.",bb295eb1-c8f9-4a07-aeb0-119144421af8,2025/3/18,Average,3,3,4,2,4,False,False,False,False,False,True,3,3,3,3,3,False,True,False,False,False,True,False,,
22523,Producers and Directors,"Review film, recordings, or rehearsals to ensure conformance to production and broadcast standards.",bb295eb1-c8f9-4a07-aeb0-119144421af8,2025/3/18,Average,3,3,3,3,3,False,False,False,False,False,True,2,3,3,3,2,False,False,False,False,False,False,False,,FALSE
22519,Producers and Directors,Study and research scripts to determine how they should be directed.,bb295eb1-c8f9-4a07-aeb0-119144421af8,2025/3/18,Average,3,3,3,3,3,False,False,False,False,False,True,3,3,3,2,3,False,False,False,False,False,True,True,,
22532,Producers and Directors,"Perform management activities, such as budgeting, scheduling, planning, and marketing.",bb295eb1-c8f9-4a07-aeb0-119144421af8,2025/3/18,Expert,4,3,3,4,4,False,False,True,False,False,True,4,4,4,4,4,False,False,False,False,True,False,True,,
22527,Producers and Directors,Conduct meetings with staff to discuss production progress and to ensure production objectives are attained.,bb295eb1-c8f9-4a07-aeb0-119144421af8,2025/3/18,Expert,4,4,4,4,4,False,False,False,False,False,True,4,4,4,4,4,True,False,False,False,False,True,False,,
22528,Producers and Directors,"Compile scripts, program notes, and other material related to productions.",bb295eb1-c8f9-4a07-aeb0-119144421af8,2025/3/18,Average,4,4,3,3,4,True,False,False,False,False,True,4,4,4,4,4,False,True,False,False,False,False,True,,
22539,Producers and Directors,Write and submit proposals to bid on contracts for projects.,bb295eb1-c8f9-4a07-aeb0-119144421af8,2025/3/18,Expert,3,5,4,4,4,True,False,False,False,False,True,3,4,3,3,4,True,False,False,False,False,False,True,,
22533,Producers and Directors,Compose and edit scripts or provide screenwriters with story outlines from which scripts can be written.,bb295eb1-c8f9-4a07-aeb0-119144421af8,2025/3/18,Average,3,3,4,4,4,True,False,False,False,False,True,4,4,4,4,4,True,True,False,False,False,False,False,,
22537,Producers and Directors,Review film daily to check on work in progress and to plan for future filming.,bb295eb1-c8f9-4a07-aeb0-119144421af8,2025/3/18,Expert,3,3,3,3,3,False,False,True,False,False,True,3,3,3,3,3,False,False,False,True,False,False,True,,
284,Art Directors,"Formulate basic layout design or presentation approach and specify material details, such as style and size of type, photographs, graphics, animation, video, and sound.",c7ce7a59-aa16-4d82-aa56-9399b7218390,2025/3/18,Average,4,2,3,4,2,True,False,True,False,False,False,4,4,4,4,4,True,False,False,False,False,False,False,,
285,Art Directors,"Review and approve art materials, copy materials, and proofs of printed copy developed by staff members.",c7ce7a59-aa16-4d82-aa56-9399b7218390,2025/3/18,Average,4,3,4,4,4,True,False,False,False,False,False,4,4,4,4,4,True,False,False,False,False,False,False,,
294,Art Directors,Create custom illustrations or other graphic elements.,c7ce7a59-aa16-4d82-aa56-9399b7218390,2025/3/18,Average,4,4,5,4,4,True,False,True,False,False,False,2,5,1,1,1,False,False,False,False,False,False,False,,FALSE
295,Art Directors,"Mark up, paste, and complete layouts and write typography instructions to prepare materials for typesetting or printing.",c7ce7a59-aa16-4d82-aa56-9399b7218390,2025/3/18,Average,3,3,4,3,3,True,False,False,False,False,False,2,3,3,3,3,False,False,False,False,False,False,True,,
300,Graphic Designers,"Determine size and arrangement of illustrative material and copy, and select style and size of type.",dc69ba06-6c42-4d19-9bb5-ac4f27e9b14a,2025/3/18,Expert,1,2,4,5,4,False,False,False,False,False,False,1,4,2,3,4,False,False,True,True,False,True,False,FALSE,
299,Graphic Designers,"Create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.",dc69ba06-6c42-4d19-9bb5-ac4f27e9b14a,2025/3/18,Expert,2,3,5,5,5,False,False,False,False,False,False,1,4,3,3,4,False,False,False,True,True,True,False,FALSE,
306,Graphic Designers,"Develop graphics and layouts for product illustrations, company logos, and Web sites.",dc69ba06-6c42-4d19-9bb5-ac4f27e9b14a,2025/3/18,Expert,1,2,3,5,5,False,False,False,False,False,False,1,3,2,3,4,False,False,True,True,True,False,False,FALSE,
301,Graphic Designers,Use computer software to generate new images.,dc69ba06-6c42-4d19-9bb5-ac4f27e9b14a,2025/3/18,Average,2,1,2,2,4,False,False,False,False,False,False,1,4,2,4,4,False,False,True,True,True,True,False,FALSE,
304,Graphic Designers,"Review final layouts and suggest improvements, as needed.",dc69ba06-6c42-4d19-9bb5-ac4f27e9b14a,2025/3/18,Expert,1,3,4,4,5,False,False,False,False,False,False,1,4,2,3,4,False,False,True,True,True,True,False,FALSE,
15228,Graphic Designers,"Maintain archive of images, photos, or previous work products.",dc69ba06-6c42-4d19-9bb5-ac4f27e9b14a,2025/3/18,Expert,2,2,2,3,4,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
308,Graphic Designers,"Prepare illustrations or rough sketches of material, discussing them with clients or supervisors and making necessary changes.",dc69ba06-6c42-4d19-9bb5-ac4f27e9b14a,2025/3/18,Expert,1,2,2,4,5,False,False,False,False,False,False,2,4,3,4,4,True,False,True,True,True,True,False,FALSE,
303,Graphic Designers,"Draw and print charts, graphs, illustrations, and other artwork, using computer.",dc69ba06-6c42-4d19-9bb5-ac4f27e9b14a,2025/3/18,Expert,1,2,3,5,5,False,False,False,False,False,False,1,3,2,3,3,False,False,True,True,True,True,False,FALSE,
307,Graphic Designers,Key information into computer equipment to create layouts for client or supervisor.,dc69ba06-6c42-4d19-9bb5-ac4f27e9b14a,2025/3/18,Expert,2,1,2,2,3,False,False,False,False,False,False,1,1,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
309,Graphic Designers,"Study illustrations and photographs to plan presentation of materials, products, or services.",dc69ba06-6c42-4d19-9bb5-ac4f27e9b14a,2025/3/18,Expert,2,1,3,5,5,False,False,False,False,False,False,1,4,3,3,3,False,False,False,True,False,True,False,FALSE,
23193,"Securities, Commodities, and Financial Services Sales Agents",Monitor markets or positions.,9fbc2491-6bcc-41a6-a74a-90991675048d,2025/3/18,Average,2,2,1,2,2,False,False,False,False,False,False,1,1,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
23195,"Securities, Commodities, and Financial Services Sales Agents",Keep accurate records of transactions.,9fbc2491-6bcc-41a6-a74a-90991675048d,2025/3/18,Average,3,2,2,2,1,False,True,False,False,False,False,2,1,2,1,1,False,False,False,False,False,False,False,,FALSE
23208,"Securities, Commodities, and Financial Services Sales Agents","Track and analyze factors that affect price movement, such as trade policies, weather conditions, political developments, or supply and demand changes.",9fbc2491-6bcc-41a6-a74a-90991675048d,2025/3/18,Average,3,1,1,2,1,True,False,False,False,False,False,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
23213,"Securities, Commodities, and Financial Services Sales Agents",Calculate costs for billings or commissions.,9fbc2491-6bcc-41a6-a74a-90991675048d,2025/3/18,Average,3,1,2,1,2,True,False,False,False,False,False,1,1,3,2,2,False,False,False,False,False,False,False,,FALSE
22655,Writers and Authors,Vary language and tone of messages based on product and medium.,c6cf6d65-9397-4a2e-bc42-6a6e47d71142,2025/3/18,Average,1,1,3,4,5,False,False,False,False,False,False,4,5,5,4,3,True,True,True,True,True,True,True,FALSE,
22654,Writers and Authors,Present drafts and ideas to clients.,c6cf6d65-9397-4a2e-bc42-6a6e47d71142,2025/3/18,Average,1,1,3,5,3,False,False,False,False,False,False,2,5,4,3,3,True,True,False,True,True,True,False,FALSE,
20558,Photographers,"Transfer photographs to computers for editing, archiving, and electronic transmission.",f2cd2bd2-2acc-4621-9101-b3a945ad09ce,2025/3/18,Expert,3,4,4,1,3,True,False,False,False,False,False,1,3,1,3,2,False,False,False,False,False,False,False,,FALSE
9352,Photographers,"Manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.",f2cd2bd2-2acc-4621-9101-b3a945ad09ce,2025/3/18,Expert,1,3,4,1,4,False,False,False,False,False,False,2,2,4,5,3,False,True,True,True,True,True,True,FALSE,"AI should only be used for touchups really, not to create AN ENTIRE IMAGE from scratch."
9357,Photographers,"Enhance, retouch, and resize photographs and negatives, using airbrushing and other techniques.",f2cd2bd2-2acc-4621-9101-b3a945ad09ce,2025/3/18,Expert,1,3,4,1,4,False,False,False,False,False,False,3,3,4,5,3,False,True,True,True,True,True,True,FALSE,
9351,Photographers,"Estimate or measure light levels, distances, and numbers of exposures needed, using measuring devices and formulas.",f2cd2bd2-2acc-4621-9101-b3a945ad09ce,2025/3/18,Expert,1,4,5,1,4,False,False,False,False,False,False,5,5,5,5,3,False,False,False,False,False,False,False,FALSE,
9354,Photographers,"Perform general office duties, such as scheduling appointments, keeping books, and ordering supplies.",f2cd2bd2-2acc-4621-9101-b3a945ad09ce,2025/3/18,Average,3,2,3,1,3,True,False,False,False,False,False,2,4,4,4,2,False,False,False,False,False,False,False,,FALSE
20560,Photographers,Write photograph captions.,f2cd2bd2-2acc-4621-9101-b3a945ad09ce,2025/3/18,Expert,3,3,3,1,3,True,False,False,False,False,False,2,5,4,5,3,False,True,True,True,True,True,False,,
1288,Computer User Support Specialists,"Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.",f2ff57da-39b3-49c7-a119-0dfcd1a6aa98,2025/3/19,Average,3,3,4,2,5,True,False,True,False,False,True,4,4,4,4,4,True,True,True,True,True,True,True,,
1283,Computer User Support Specialists,Enter commands and observe system functioning to verify correct operations and detect errors.,f2ff57da-39b3-49c7-a119-0dfcd1a6aa98,2025/3/19,Average,3,2,4,2,5,True,False,True,False,False,True,3,3,5,5,3,True,True,True,True,True,True,True,,
5314,Information Security Analysts,"Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.",524d0d50-510f-4b2b-a2da-e8449c9f5740,2025/3/19,Average,3,5,5,3,5,True,False,True,False,False,True,1,3,5,5,5,True,True,False,False,True,False,True,,
5317,Information Security Analysts,"Modify computer security files to incorporate new software, correct errors, or change individual access status.",524d0d50-510f-4b2b-a2da-e8449c9f5740,2025/3/19,Expert,3,4,5,3,4,True,False,True,False,False,True,1,3,5,5,4,False,False,False,False,True,False,True,,
5319,Information Security Analysts,Monitor use of data files and regulate access to safeguard information in computer files.,524d0d50-510f-4b2b-a2da-e8449c9f5740,2025/3/19,Average,4,3,3,2,3,True,False,True,False,False,True,1,2,3,3,3,False,False,False,False,True,False,False,,
20483,"Architects, Except Landscape and Naval",Develop final construction plans that include aesthetic representations of the structure or details for its construction.,d5b80d96-3eb8-4dd7-9221-920b35d87d7c,2025/3/19,Expert,4,3,2,3,4,True,False,True,True,False,True,2,3,1,3,3,False,False,True,False,False,False,False,,
136,"Architects, Except Landscape and Naval",Integrate engineering elements into unified architectural designs.,d5b80d96-3eb8-4dd7-9221-920b35d87d7c,2025/3/19,Novice,3,2,4,5,3,False,False,False,True,False,False,4,5,5,3,4,False,False,True,False,False,False,False,,
19594,"Architects, Except Landscape and Naval",Gather information related to projects' environmental sustainability or operational efficiency.,d5b80d96-3eb8-4dd7-9221-920b35d87d7c,2025/3/19,Novice,3,2,2,3,3,False,False,True,False,False,False,3,4,3,4,4,False,True,False,False,False,False,True,,
16159,Information Technology Project Managers,"Initiate, review, or approve modifications to project plans.",9829fdbf-4224-446f-8433-ad68a40d9baf,2025/3/19,Expert,3,4,4,1,4,True,True,True,False,False,False,4,4,3,3,3,True,False,False,False,True,True,False,,
16151,Information Technology Project Managers,Perform risk assessments to develop response strategies.,9829fdbf-4224-446f-8433-ad68a40d9baf,2025/3/19,Expert,3,4,3,2,3,True,True,False,True,True,False,3,4,3,4,5,False,True,True,True,True,False,False,,
16171,Information Technology Project Managers,Develop and manage work breakdown structure (WBS) of information technology projects.,9829fdbf-4224-446f-8433-ad68a40d9baf,2025/3/19,Expert,3,4,3,1,3,True,True,True,True,False,False,3,3,3,3,4,True,True,True,True,True,False,False,,
16167,Information Technology Project Managers,"Assign duties, responsibilities, and spans of authority to project personnel.",9829fdbf-4224-446f-8433-ad68a40d9baf,2025/3/19,Average,3,4,3,1,4,True,True,True,True,False,False,4,4,3,3,4,True,True,True,True,True,False,False,,
16152,Information Technology Project Managers,"Submit project deliverables, ensuring adherence to quality standards.",1e95ad73-c199-48c4-b2d4-3819f3e5e4db,2025/3/19,Expert,1,2,4,2,3,False,False,False,False,False,False,1,3,2,4,3,False,True,True,False,True,False,False,FALSE,
16170,Information Technology Project Managers,"Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.",1e95ad73-c199-48c4-b2d4-3819f3e5e4db,2025/3/19,Expert,3,1,2,1,2,True,False,True,False,False,False,2,4,2,3,3,False,True,True,True,False,False,False,,
16171,Information Technology Project Managers,Develop and manage work breakdown structure (WBS) of information technology projects.,1e95ad73-c199-48c4-b2d4-3819f3e5e4db,2025/3/19,Expert,5,1,1,5,1,True,True,False,False,False,False,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
15680,Supply Chain Managers,Select transportation routes to maximize economy by combining shipments or consolidating warehousing and distribution.,5e59bc0a-6d03-43aa-8841-fcedd04b2062,2025/3/19,Average,4,2,2,1,3,False,False,False,False,True,True,1,1,3,4,3,False,True,True,False,True,False,False,,
15696,Supply Chain Managers,"Analyze inventories to determine how to increase inventory turns, reduce waste, or optimize customer service.",5e59bc0a-6d03-43aa-8841-fcedd04b2062,2025/3/19,Expert,3,4,4,2,3,False,True,False,False,True,False,1,4,2,4,4,False,True,False,False,True,True,False,,
20945,Supply Chain Managers,Monitor suppliers' activities to assess performance in meeting quality or delivery requirements.,5e59bc0a-6d03-43aa-8841-fcedd04b2062,2025/3/19,Expert,1,3,4,1,3,False,False,False,False,False,False,3,1,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15691,Supply Chain Managers,"Document physical supply chain processes, such as workflows, cycle times, position responsibilities, or system flows.",5e59bc0a-6d03-43aa-8841-fcedd04b2062,2025/3/19,Average,5,2,2,1,1,True,True,False,True,False,True,1,3,1,4,3,False,False,True,True,False,False,False,,
16943,Transportation Planners,Prepare reports or recommendations on transportation planning.,e6f2e13f-cefd-4c42-91e2-6cd3610075e7,2025/3/19,Expert,3,2,3,1,3,False,True,False,False,False,False,1,3,3,4,3,False,False,True,False,True,False,False,,
16952,Transportation Planners,"Recommend transportation system improvements or projects, based on economic, population, land-use, or traffic projections.",edd71398-a308-485a-9ba0-92bee866e56a,2025/3/19,Average,3,1,4,4,3,True,True,True,False,False,True,2,4,4,4,3,True,True,True,False,False,True,False,,
11363,"Production, Planning, and Expediting Clerks","Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.",3e5ff485-52db-4367-877a-63a084a619cb,2025/3/19,Expert,4,3,3,2,5,True,False,False,False,False,False,3,4,3,4,3,False,True,False,False,False,False,False,,
11371,"Production, Planning, and Expediting Clerks","Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed.",3e5ff485-52db-4367-877a-63a084a619cb,2025/3/19,Expert,3,4,3,3,3,False,True,False,False,False,False,4,2,3,3,1,False,False,False,False,False,False,False,,FALSE
15614,Clinical Research Coordinators,"Maintain required records of study activity including case report forms, drug dispensation records, or regulatory forms.",6a9e114b-eedc-4acb-96a8-4cfd0b240ef2,2025/3/19,Expert,1,2,3,5,2,False,False,False,False,False,False,1,4,2,4,4,False,True,True,True,True,True,True,FALSE,
15608,Clinical Research Coordinators,"Collaborate with investigators to prepare presentations or reports of clinical study procedures, results, and conclusions.",6a9e114b-eedc-4acb-96a8-4cfd0b240ef2,2025/3/19,Average,1,2,4,5,5,False,False,False,False,False,False,1,5,3,5,5,False,True,True,True,True,False,False,FALSE,
15609,Clinical Research Coordinators,"Code, evaluate, or interpret collected study data.",6a9e114b-eedc-4acb-96a8-4cfd0b240ef2,2025/3/19,Average,1,3,5,5,4,False,False,False,False,False,False,1,5,2,5,5,False,True,True,True,True,False,True,FALSE,
11371,"Production, Planning, and Expediting Clerks","Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed.",2dd4d3e7-8130-489b-bc51-c06511761fd4,2025/3/19,Average,4,1,3,1,3,True,False,False,False,False,True,3,3,2,3,4,False,False,True,True,True,False,False,,
9350,Photographers,Review sets of photographs to select the best work.,f2cd2bd2-2acc-4621-9101-b3a945ad09ce,2025/3/18,Expert,1,5,5,1,5,False,False,False,False,False,False,2,5,5,5,5,False,True,True,True,True,True,True,FALSE,
300,Graphic Designers,"Determine size and arrangement of illustrative material and copy, and select style and size of type.",73fee0ac-e00c-47f2-ae96-46c4d199e594,2025/3/18,Expert,1,2,4,4,3,False,False,False,False,False,False,3,5,2,4,5,True,True,True,True,True,True,True,FALSE,
299,Graphic Designers,"Create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.",73fee0ac-e00c-47f2-ae96-46c4d199e594,2025/3/18,Novice,1,4,5,5,4,False,False,False,False,False,False,2,4,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
306,Graphic Designers,"Develop graphics and layouts for product illustrations, company logos, and Web sites.",73fee0ac-e00c-47f2-ae96-46c4d199e594,2025/3/18,Expert,1,2,3,4,3,False,False,False,False,False,False,2,4,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
301,Graphic Designers,Use computer software to generate new images.,73fee0ac-e00c-47f2-ae96-46c4d199e594,2025/3/18,Expert,1,2,4,4,4,False,False,False,False,False,False,1,2,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
304,Graphic Designers,"Review final layouts and suggest improvements, as needed.",73fee0ac-e00c-47f2-ae96-46c4d199e594,2025/3/18,Novice,1,1,3,3,3,False,False,False,False,False,False,3,4,2,3,3,False,True,False,True,True,False,True,FALSE,
15228,Graphic Designers,"Maintain archive of images, photos, or previous work products.",73fee0ac-e00c-47f2-ae96-46c4d199e594,2025/3/18,Expert,1,1,1,1,1,False,False,False,False,False,False,2,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
308,Graphic Designers,"Prepare illustrations or rough sketches of material, discussing them with clients or supervisors and making necessary changes.",73fee0ac-e00c-47f2-ae96-46c4d199e594,2025/3/18,Expert,1,3,4,4,4,False,False,False,False,False,False,2,5,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
303,Graphic Designers,"Draw and print charts, graphs, illustrations, and other artwork, using computer.",73fee0ac-e00c-47f2-ae96-46c4d199e594,2025/3/18,Expert,1,3,5,5,4,False,False,False,False,False,False,2,2,2,5,2,False,False,False,False,False,False,False,FALSE,FALSE
15229,Graphic Designers,Research new software or design concepts.,73fee0ac-e00c-47f2-ae96-46c4d199e594,2025/3/18,Novice,1,1,2,1,2,False,False,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
309,Graphic Designers,"Study illustrations and photographs to plan presentation of materials, products, or services.",73fee0ac-e00c-47f2-ae96-46c4d199e594,2025/3/18,Expert,1,2,4,3,3,False,False,False,False,False,False,2,3,2,4,3,False,True,False,True,True,True,True,FALSE,
1411,Mechanical Engineers,"Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.",825a079e-45c5-44c5-81fb-eb3ee07900ec,2025/3/18,Expert,4,2,4,1,3,True,False,False,False,False,True,1,1,4,3,2,False,False,False,False,False,False,False,"It  depends on the purpose, but if one is  reading a drawing to manufacture  or analyze  the part, it would be very helpful. If instead the subsequent task is more complex, like understanding the part's function in a greater system, it would serve no purpose.",FALSE
20735,Mechanical Engineers,"Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.",825a079e-45c5-44c5-81fb-eb3ee07900ec,2025/3/18,Expert,5,1,5,1,3,True,False,False,False,False,True,1,1,3,2,2,False,False,False,False,False,False,False,,FALSE
20736,Mechanical Engineers,"Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations.",825a079e-45c5-44c5-81fb-eb3ee07900ec,2025/3/18,Expert,3,3,5,2,5,False,False,False,True,False,True,3,3,4,4,3,True,True,True,False,True,True,False,,
20737,Mechanical Engineers,"Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software.",825a079e-45c5-44c5-81fb-eb3ee07900ec,2025/3/18,Expert,2,1,3,1,3,False,False,False,False,False,False,2,2,1,2,4,False,True,True,True,False,True,False,FALSE,
1420,Mechanical Engineers,"Conduct research that tests or analyzes the feasibility, design, operation, or performance of equipment, components, or systems.",825a079e-45c5-44c5-81fb-eb3ee07900ec,2025/3/18,Expert,4,2,3,1,2,True,False,True,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
1418,Mechanical Engineers,Provide feedback to design engineers on customer problems or needs.,825a079e-45c5-44c5-81fb-eb3ee07900ec,2025/3/18,Expert,2,1,4,4,4,False,False,False,False,False,False,2,3,4,5,4,False,True,True,False,False,False,False,FALSE,
14642,Software Quality Assurance Analysts and Testers,"Identify, analyze, and document problems with program function, output, online screen, or content.",9a63f393-850e-42fe-ac14-23a6f48c14c3,2025/3/18,Expert,1,2,5,1,3,False,False,False,False,False,False,1,1,5,5,5,False,True,True,False,True,True,True,FALSE,
14638,Software Quality Assurance Analysts and Testers,"Design test plans, scenarios, scripts, or procedures.",9a63f393-850e-42fe-ac14-23a6f48c14c3,2025/3/18,Expert,5,1,5,1,3,True,True,True,True,True,True,1,1,5,5,2,False,False,False,False,False,False,False,,FALSE
14653,Software Quality Assurance Analysts and Testers,Provide feedback and recommendations to developers on software usability and functionality.,9a63f393-850e-42fe-ac14-23a6f48c14c3,2025/3/18,Expert,1,2,5,1,3,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
14647,Software Quality Assurance Analysts and Testers,"Review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.",9a63f393-850e-42fe-ac14-23a6f48c14c3,2025/3/18,Expert,1,2,5,1,3,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
14641,Software Quality Assurance Analysts and Testers,"Document software defects, using a bug tracking system, and report defects to software developers.",5e72442d-588f-44b9-a5f8-fcb3163d16ef,2025/3/18,Novice,2,3,3,3,4,False,False,False,False,False,False,3,2,2,2,4,False,True,True,False,False,False,False,FALSE,
14640,Software Quality Assurance Analysts and Testers,"Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.",5e72442d-588f-44b9-a5f8-fcb3163d16ef,2025/3/18,Novice,2,3,3,3,4,False,False,False,False,False,False,1,3,3,4,4,False,True,True,False,True,False,False,FALSE,
14653,Software Quality Assurance Analysts and Testers,Provide feedback and recommendations to developers on software usability and functionality.,5e72442d-588f-44b9-a5f8-fcb3163d16ef,2025/3/18,Novice,2,3,3,3,4,False,False,False,False,False,False,1,3,3,3,4,False,True,True,False,True,False,True,FALSE,
14652,Software Quality Assurance Analysts and Testers,"Install, maintain, or use software testing programs.",5e72442d-588f-44b9-a5f8-fcb3163d16ef,2025/3/18,Novice,2,3,3,2,4,False,False,False,False,False,False,1,3,3,4,3,False,True,True,True,True,True,True,FALSE,
14644,Software Quality Assurance Analysts and Testers,Create or maintain databases of known test defects.,5e72442d-588f-44b9-a5f8-fcb3163d16ef,2025/3/18,Novice,4,1,2,1,2,True,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
14645,Software Quality Assurance Analysts and Testers,Plan test schedules or strategies in accordance with project scope or delivery dates.,5e72442d-588f-44b9-a5f8-fcb3163d16ef,2025/3/18,Novice,3,2,2,2,2,False,False,False,False,False,True,1,3,2,3,2,False,False,False,False,False,False,False,,FALSE
14654,Software Quality Assurance Analysts and Testers,Monitor program performance to ensure efficient and problem-free operations.,5e72442d-588f-44b9-a5f8-fcb3163d16ef,2025/3/18,Novice,2,3,3,2,3,False,False,False,False,False,False,1,3,3,3,3,False,False,True,False,False,False,False,FALSE,
14655,Software Quality Assurance Analysts and Testers,"Conduct software compatibility tests with programs, hardware, operating systems, or network environments.",5e72442d-588f-44b9-a5f8-fcb3163d16ef,2025/3/18,Novice,2,3,3,2,3,False,False,False,False,False,False,1,3,2,3,3,False,True,True,False,False,False,False,FALSE,
14647,Software Quality Assurance Analysts and Testers,"Review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.",5e72442d-588f-44b9-a5f8-fcb3163d16ef,2025/3/18,Novice,2,3,3,2,3,False,False,False,False,False,False,1,3,3,3,3,False,True,True,False,False,False,False,FALSE,
985,Human Resources Managers,"Provide current and prospective employees with information about policies, job duties, working conditions, wages, opportunities for promotion, and employee benefits.",1b4430e3-a952-4a85-8180-f4b402ec13d5,2025/3/19,Expert,2,3,4,2,4,False,False,False,False,False,False,4,3,3,3,3,False,False,True,True,False,False,True,FALSE,
993,Human Resources Managers,"Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.",1b4430e3-a952-4a85-8180-f4b402ec13d5,2025/3/19,Expert,3,2,4,2,3,False,False,False,True,False,False,2,3,3,3,4,False,True,False,False,True,False,False,,
21315,Financial Managers,Evaluate data pertaining to costs to plan budgets.,bb6fa400-623e-4025-8197-9f93f415bf58,2025/3/19,Average,1,1,1,1,1,False,False,False,False,False,False,2,2,2,2,3,False,True,True,True,False,False,False,FALSE,
21314,Financial Managers,Prepare operational or risk reports for management analysis.,bb6fa400-623e-4025-8197-9f93f415bf58,2025/3/19,Average,3,4,4,4,4,False,True,True,False,False,False,1,1,1,4,3,False,False,True,True,False,False,False,,
20943,Supply Chain Managers,"Manage activities related to strategic or tactical purchasing, material requirements planning, controlling inventory, warehousing, or receiving.",2955a7f3-3ecd-4947-82d8-ae4b01f539d5,2025/3/19,Expert,4,1,1,1,1,True,True,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
20945,Supply Chain Managers,Monitor suppliers' activities to assess performance in meeting quality or delivery requirements.,2955a7f3-3ecd-4947-82d8-ae4b01f539d5,2025/3/19,Average,4,1,2,2,1,False,False,False,False,True,True,5,2,2,4,2,False,False,False,False,False,False,False,,FALSE
15691,Supply Chain Managers,"Document physical supply chain processes, such as workflows, cycle times, position responsibilities, or system flows.",2955a7f3-3ecd-4947-82d8-ae4b01f539d5,2025/3/19,Average,3,1,3,3,1,True,True,False,False,False,False,1,2,2,3,3,False,True,True,False,False,True,False,,
5316,Information Security Analysts,Monitor current reports of computer viruses to determine when to update virus protection systems.,524d0d50-510f-4b2b-a2da-e8449c9f5740,2025/3/19,Expert,4,3,5,1,4,True,False,True,False,False,True,1,2,3,4,4,False,True,False,False,True,False,False,,
5322,Information Security Analysts,"Document computer security and emergency measures policies, procedures, and tests.",524d0d50-510f-4b2b-a2da-e8449c9f5740,2025/3/19,Expert,4,2,3,1,3,True,True,True,False,False,True,1,2,2,3,3,False,False,False,False,True,False,True,,
20479,"Architects, Except Landscape and Naval","Prepare scale drawings or architectural designs, using computer-aided design or other tools.",d5b80d96-3eb8-4dd7-9221-920b35d87d7c,2025/3/19,Average,3,3,3,3,3,False,False,True,False,False,False,2,4,3,4,5,True,False,False,False,False,False,False,,
20488,"Architects, Except Landscape and Naval","Create three-dimensional or interactive representations of designs, using computer-assisted design software.",d5b80d96-3eb8-4dd7-9221-920b35d87d7c,2025/3/19,Novice,2,1,2,2,1,False,False,False,False,False,False,1,2,2,3,5,False,True,False,False,False,False,False,FALSE,
16167,Information Technology Project Managers,"Assign duties, responsibilities, and spans of authority to project personnel.",8a9fb059-9f7e-4609-b589-e775355a1f53,2025/3/19,Novice,5,5,5,5,5,True,False,False,False,False,False,5,5,5,5,4,True,False,False,False,False,False,False,,
22523,Producers and Directors,"Review film, recordings, or rehearsals to ensure conformance to production and broadcast standards.",51b38978-82ec-44ce-aa0e-8027bc380b57,2025/3/19,Novice,2,1,2,1,2,False,False,False,False,False,False,2,4,3,4,3,False,True,True,True,True,True,True,FALSE,
11370,"Production, Planning, and Expediting Clerks",Distribute production schedules or work orders to departments.,90dfec91-8600-4ada-8e9c-45a921dd5c06,2025/3/19,Average,2,2,2,1,2,False,False,False,False,False,False,4,4,2,2,5,True,False,True,True,True,True,False,FALSE,
11368,"Production, Planning, and Expediting Clerks",Requisition and maintain inventories of materials or supplies necessary to meet production demands.,90dfec91-8600-4ada-8e9c-45a921dd5c06,2025/3/19,Expert,2,1,4,1,2,False,False,False,False,False,False,1,1,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
11371,"Production, Planning, and Expediting Clerks","Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed.",90dfec91-8600-4ada-8e9c-45a921dd5c06,2025/3/19,Average,5,1,2,1,2,True,False,True,True,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
11369,"Production, Planning, and Expediting Clerks","Calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers.",90dfec91-8600-4ada-8e9c-45a921dd5c06,2025/3/19,Expert,3,1,3,1,2,True,False,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
20976,Transportation Planners,"Interpret data from traffic modeling software, geographic information systems, or associated databases.",edd71398-a308-485a-9ba0-92bee866e56a,2025/3/19,Novice,3,2,2,4,2,True,True,True,False,False,False,1,2,4,4,3,True,True,True,False,True,True,False,,
11375,"Production, Planning, and Expediting Clerks","Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts.",3e5ff485-52db-4367-877a-63a084a619cb,2025/3/19,Expert,1,4,4,4,5,False,False,False,False,False,False,3,4,3,3,4,False,False,True,False,False,False,False,FALSE,
15593,Clinical Research Coordinators,"Review proposed study protocols to evaluate factors such as sample collection processes, data management plans, or potential subject risks.",6a9e114b-eedc-4acb-96a8-4cfd0b240ef2,2025/3/19,Average,1,2,5,5,5,False,False,False,False,False,False,1,3,4,5,5,False,True,True,True,True,True,True,FALSE,
15592,Clinical Research Coordinators,Track enrollment status of subjects and document dropout information such as dropout causes and subject contact efforts.,6a9e114b-eedc-4acb-96a8-4cfd0b240ef2,2025/3/19,Expert,1,1,2,3,2,False,False,False,False,False,False,1,2,1,1,3,False,False,False,True,True,False,True,FALSE,
15583,Clinical Research Coordinators,"Review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.",6a9e114b-eedc-4acb-96a8-4cfd0b240ef2,2025/3/19,Average,1,1,2,5,4,False,False,False,False,False,False,3,3,1,5,5,True,False,True,True,True,False,False,FALSE,
5314,Information Security Analysts,"Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.",e0720bd8-6d60-4a47-a213-5845745df98f,2025/3/18,Average,3,3,4,1,4,False,False,False,False,True,True,4,3,1,4,3,True,False,False,False,False,False,False,,
5322,Information Security Analysts,"Document computer security and emergency measures policies, procedures, and tests.",e0720bd8-6d60-4a47-a213-5845745df98f,2025/3/18,Novice,4,2,2,4,1,True,False,True,False,False,True,3,1,3,2,3,False,True,True,False,False,False,False,,
3482,Computer Systems Analysts,"Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",1377d16b-bdeb-4e05-9f78-1e0211deb1f6,2025/3/18,Novice,3,2,2,5,3,True,False,False,False,False,False,4,3,3,3,2,False,False,False,False,False,False,False,,FALSE
3480,Computer Systems Analysts,"Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.",1377d16b-bdeb-4e05-9f78-1e0211deb1f6,2025/3/18,Novice,1,2,3,2,3,False,False,False,False,False,False,1,3,1,3,3,True,False,False,False,False,False,False,FALSE,
5322,Information Security Analysts,"Document computer security and emergency measures policies, procedures, and tests.",7b263c2b-d5f0-4239-b04f-fd91b303b72c,2025/3/18,Average,5,1,2,3,1,True,True,False,False,False,False,2,4,3,2,3,True,True,True,False,False,False,False,,
5319,Information Security Analysts,Monitor use of data files and regulate access to safeguard information in computer files.,7b263c2b-d5f0-4239-b04f-fd91b303b72c,2025/3/18,Novice,5,3,3,2,1,True,True,False,False,False,False,4,1,2,3,4,False,False,False,False,True,True,False,,
16152,Information Technology Project Managers,"Submit project deliverables, ensuring adherence to quality standards.",bfdd5f24-3bcd-416b-bccb-28b807111957,2025/3/18,Average,3,1,5,4,5,False,False,True,False,True,True,3,3,3,4,3,False,False,True,False,False,False,True,,
16159,Information Technology Project Managers,"Initiate, review, or approve modifications to project plans.",bfdd5f24-3bcd-416b-bccb-28b807111957,2025/3/18,Average,3,1,4,3,2,False,True,False,True,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
16170,Information Technology Project Managers,"Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.",bfdd5f24-3bcd-416b-bccb-28b807111957,2025/3/18,Average,4,4,5,4,4,True,False,True,False,False,True,3,3,4,4,4,False,True,True,False,False,True,True,,
16151,Information Technology Project Managers,Perform risk assessments to develop response strategies.,bfdd5f24-3bcd-416b-bccb-28b807111957,2025/3/18,Average,2,2,3,2,3,False,False,False,False,False,False,2,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
16168,Information Technology Project Managers,"Prepare project status reports by collecting, analyzing, and summarizing information and trends.",bfdd5f24-3bcd-416b-bccb-28b807111957,2025/3/18,Average,2,3,3,2,3,False,False,False,False,False,False,3,2,3,4,3,True,True,True,False,False,False,True,FALSE,
16171,Information Technology Project Managers,Develop and manage work breakdown structure (WBS) of information technology projects.,bfdd5f24-3bcd-416b-bccb-28b807111957,2025/3/18,Average,2,3,4,3,5,False,False,False,False,False,False,2,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
11405,Data Entry Keyers,"Locate and correct data entry errors, or report them to supervisors.",f9edddad-3cd8-4d77-a49d-25408ab91fea,2025/3/18,Average,2,3,3,3,4,False,False,False,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
11402,Data Entry Keyers,"Compile, sort, and verify the accuracy of data before it is entered.",f9edddad-3cd8-4d77-a49d-25408ab91fea,2025/3/18,Expert,2,4,3,4,4,False,False,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1273,Computer Programmers,"Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.",1a7a80e8-b013-402e-a73b-c3e3366458d9,2025/3/19,Expert,3,3,3,3,3,True,False,False,False,False,False,3,3,3,3,3,False,False,False,False,False,False,False,,
1267,Computer Programmers,Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.,1a7a80e8-b013-402e-a73b-c3e3366458d9,2025/3/19,Expert,3,3,3,3,3,True,False,False,False,False,False,3,3,3,3,3,True,False,False,False,False,False,False,,
1272,Computer Programmers,"Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.",1a7a80e8-b013-402e-a73b-c3e3366458d9,2025/3/19,Expert,3,3,3,3,3,True,False,False,False,False,False,3,3,3,3,3,True,False,False,False,False,False,False,,
1277,Computer Programmers,Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.,1a7a80e8-b013-402e-a73b-c3e3366458d9,2025/3/19,Expert,3,3,3,3,3,True,False,False,False,False,False,3,3,3,3,3,True,False,False,False,False,False,False,,
5317,Information Security Analysts,"Modify computer security files to incorporate new software, correct errors, or change individual access status.",5f323ad2-0e4b-459f-9320-4c0c705dcc0f,2025/3/19,Expert,4,2,4,1,4,True,False,True,False,False,True,4,4,4,2,4,True,True,False,True,True,True,True,,
5322,Information Security Analysts,"Document computer security and emergency measures policies, procedures, and tests.",5f323ad2-0e4b-459f-9320-4c0c705dcc0f,2025/3/19,Expert,3,3,2,2,3,True,False,True,False,False,True,3,3,3,3,3,True,True,True,True,False,True,False,,
982,Human Resources Managers,"Administer compensation, benefits, and performance management systems, and safety and recreation programs.",1b4430e3-a952-4a85-8180-f4b402ec13d5,2025/3/19,Average,4,3,3,1,2,False,True,True,False,False,False,3,3,3,3,4,False,True,True,False,True,False,False,,
16284,Clinical Data Managers,"Process clinical data, including receipt, entry, verification, or filing of information.",068bb185-3dfa-4d24-b40b-5b0b602260ec,2025/3/19,Average,3,2,3,2,2,True,True,True,False,False,False,1,1,2,3,1,False,False,False,False,False,False,False,,FALSE
16279,Clinical Data Managers,Monitor work productivity or quality to ensure compliance with standard operating procedures.,068bb185-3dfa-4d24-b40b-5b0b602260ec,2025/3/19,Expert,4,2,3,3,2,True,True,True,True,False,True,1,4,3,4,4,False,True,True,True,True,True,True,,
16283,Clinical Data Managers,Analyze clinical data using appropriate statistical tools.,068bb185-3dfa-4d24-b40b-5b0b602260ec,2025/3/19,Expert,4,4,4,1,1,True,True,True,False,False,True,1,3,4,3,3,False,True,True,False,True,True,True,,
16274,Clinical Data Managers,"Track the flow of work forms, including in-house data flow or electronic forms transfer.",068bb185-3dfa-4d24-b40b-5b0b602260ec,2025/3/19,Expert,4,4,4,2,2,True,True,True,False,False,True,2,4,4,4,4,False,True,True,True,True,True,False,,
20184,Personal Financial Advisors,"Manage client portfolios, keeping client plans up-to-date.",7ea39638-f3af-4b6c-a482-4f92eab709dd,2025/3/19,Expert,4,2,4,2,5,True,False,False,False,False,True,4,4,3,4,2,False,False,False,False,False,False,False,,FALSE
12913,Personal Financial Advisors,"Prepare or interpret for clients information, such as investment performance reports, financial document summaries, or income projections.",7ea39638-f3af-4b6c-a482-4f92eab709dd,2025/3/19,Expert,4,2,4,2,2,True,False,True,False,False,True,1,1,2,4,1,False,False,False,False,False,False,False,,FALSE
20328,Search Marketing Strategists,Manage tracking and reporting of search-related activities and provide analyses to marketing executives.,ea83e8c2-9c2b-461a-a556-32b0ff79bc3a,2025/3/19,Average,4,2,2,4,4,True,True,True,True,True,False,2,1,3,3,3,False,False,True,False,False,False,False,,
16182,Search Marketing Strategists,Participate in the development or implementation of online marketing strategy.,ea83e8c2-9c2b-461a-a556-32b0ff79bc3a,2025/3/19,Expert,3,4,4,4,3,False,False,False,True,False,False,3,4,4,4,4,True,False,False,False,False,False,False,,
22532,Producers and Directors,"Perform management activities, such as budgeting, scheduling, planning, and marketing.",51b38978-82ec-44ce-aa0e-8027bc380b57,2025/3/19,Average,3,2,3,2,2,True,False,False,True,False,False,1,4,4,4,4,False,True,True,True,True,True,False,,
11363,"Production, Planning, and Expediting Clerks","Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.",90dfec91-8600-4ada-8e9c-45a921dd5c06,2025/3/19,Average,4,2,2,1,3,True,False,False,False,False,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
11375,"Production, Planning, and Expediting Clerks","Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts.",90dfec91-8600-4ada-8e9c-45a921dd5c06,2025/3/19,Novice,3,1,1,1,1,True,False,True,False,False,True,1,2,4,2,2,False,False,False,False,False,False,False,,FALSE
11377,"Production, Planning, and Expediting Clerks","Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders.",90dfec91-8600-4ada-8e9c-45a921dd5c06,2025/3/19,Novice,4,1,2,1,1,True,False,True,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
11374,"Production, Planning, and Expediting Clerks","Maintain files, such as maintenance records, bills of lading, or cost reports.",90dfec91-8600-4ada-8e9c-45a921dd5c06,2025/3/19,Average,2,2,3,1,3,False,False,False,False,False,False,3,2,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
20184,Personal Financial Advisors,"Manage client portfolios, keeping client plans up-to-date.",0b663342-1171-4965-87f5-b665535ac489,2025/3/19,Expert,4,4,4,1,4,False,False,True,False,False,False,3,3,4,5,3,True,False,False,False,False,False,True,,
12913,Personal Financial Advisors,"Prepare or interpret for clients information, such as investment performance reports, financial document summaries, or income projections.",0b663342-1171-4965-87f5-b665535ac489,2025/3/19,Average,5,3,3,3,3,False,True,False,False,True,False,3,2,4,5,4,False,True,False,False,True,False,False,,
20942,Supply Chain Managers,"Determine appropriate equipment and staffing levels to load, unload, move, or store materials.",e3e58de9-5957-4490-a748-b4700b054e0f,2025/3/19,Expert,4,2,4,1,2,False,True,True,True,False,False,4,4,3,4,4,True,False,True,True,False,True,False,,
15680,Supply Chain Managers,Select transportation routes to maximize economy by combining shipments or consolidating warehousing and distribution.,e3e58de9-5957-4490-a748-b4700b054e0f,2025/3/19,Average,4,1,2,1,1,True,True,True,False,False,False,2,1,1,2,2,False,False,False,False,False,False,False,,FALSE
15696,Supply Chain Managers,"Analyze inventories to determine how to increase inventory turns, reduce waste, or optimize customer service.",e3e58de9-5957-4490-a748-b4700b054e0f,2025/3/19,Average,5,1,4,1,1,True,False,False,True,True,False,2,4,2,3,3,True,False,True,True,True,True,False,,
15691,Supply Chain Managers,"Document physical supply chain processes, such as workflows, cycle times, position responsibilities, or system flows.",e3e58de9-5957-4490-a748-b4700b054e0f,2025/3/19,Average,4,1,3,1,1,True,True,True,False,False,False,2,2,1,2,1,False,False,False,False,False,False,False,,FALSE
1282,Computer User Support Specialists,Answer user inquiries regarding computer software or hardware operation to resolve problems.,6cde05a1-0824-4cb6-88e8-df0e1e7d0795,2025/3/19,Novice,3,1,4,3,5,True,False,False,False,False,False,1,3,1,2,3,False,False,True,True,False,False,False,,
1285,Computer User Support Specialists,Oversee the daily performance of computer systems.,6cde05a1-0824-4cb6-88e8-df0e1e7d0795,2025/3/19,Average,3,4,4,3,4,True,False,True,False,False,False,1,2,2,2,3,False,True,False,True,False,False,False,,
1288,Computer User Support Specialists,"Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.",6cde05a1-0824-4cb6-88e8-df0e1e7d0795,2025/3/19,Average,4,2,4,1,2,False,True,True,False,False,False,1,3,3,2,2,False,False,False,False,False,False,False,,FALSE
1290,Computer User Support Specialists,"Develop training materials and procedures, or train users in the proper use of hardware or software.",6cde05a1-0824-4cb6-88e8-df0e1e7d0795,2025/3/19,Average,2,2,4,3,4,False,False,False,False,False,False,1,3,2,2,3,False,True,True,True,False,False,False,FALSE,
1283,Computer User Support Specialists,Enter commands and observe system functioning to verify correct operations and detect errors.,6cde05a1-0824-4cb6-88e8-df0e1e7d0795,2025/3/19,Novice,3,1,3,3,3,False,True,True,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
1287,Computer User Support Specialists,"Maintain records of daily data communication transactions, problems and remedial actions taken, or installation activities.",6cde05a1-0824-4cb6-88e8-df0e1e7d0795,2025/3/19,Average,5,2,4,3,1,False,True,False,True,False,False,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
1292,Computer User Support Specialists,"Prepare evaluations of software or hardware, and recommend improvements or upgrades.",6cde05a1-0824-4cb6-88e8-df0e1e7d0795,2025/3/19,Average,4,1,4,3,2,False,True,False,False,False,False,1,4,2,3,3,False,True,True,True,False,False,False,,
11363,"Production, Planning, and Expediting Clerks","Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.",2dd4d3e7-8130-489b-bc51-c06511761fd4,2025/3/19,Average,2,4,4,1,5,False,False,False,False,False,False,3,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
5319,Information Security Analysts,Monitor use of data files and regulate access to safeguard information in computer files.,5f323ad2-0e4b-459f-9320-4c0c705dcc0f,2025/3/19,Average,4,3,3,3,3,True,False,True,False,False,True,2,2,3,4,4,True,True,False,True,False,True,True,,
775,Medical Secretaries and Administrative Assistants,"Schedule and confirm patient diagnostic appointments, surgeries, or medical consultations.",69a3c141-5367-4e44-8c55-26b7f8d6058e,2025/3/19,Novice,3,1,1,1,1,True,True,False,False,False,False,1,5,1,2,2,False,False,False,False,False,False,False,,FALSE
783,Medical Secretaries and Administrative Assistants,"Transmit correspondence or medical records by mail, e-mail, or fax.",69a3c141-5367-4e44-8c55-26b7f8d6058e,2025/3/19,Novice,5,1,2,1,1,True,True,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
781,Medical Secretaries and Administrative Assistants,"Maintain medical records, technical library, or correspondence files.",69a3c141-5367-4e44-8c55-26b7f8d6058e,2025/3/19,Average,4,2,4,2,2,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
782,Medical Secretaries and Administrative Assistants,"Operate office equipment, such as voice mail messaging systems, and use word processing, spreadsheet, or other software applications to prepare reports, invoices, financial statements, letters, case histories, or medical records.",69a3c141-5367-4e44-8c55-26b7f8d6058e,2025/3/19,Average,2,4,5,3,3,False,False,False,False,False,False,2,2,2,2,3,True,False,False,True,True,False,False,FALSE,
776,Medical Secretaries and Administrative Assistants,"Compile and record medical charts, reports, or correspondence, using typewriter or personal computer.",69a3c141-5367-4e44-8c55-26b7f8d6058e,2025/3/19,Average,2,4,4,2,3,False,False,False,False,False,False,2,2,1,2,3,False,False,False,False,True,False,False,FALSE,
20438,Medical Secretaries and Administrative Assistants,"Schedule tests or procedures for patients, such as lab work or x-rays, based on physician orders.",69a3c141-5367-4e44-8c55-26b7f8d6058e,2025/3/19,Average,3,1,2,1,2,True,False,False,False,False,False,1,3,1,1,2,False,False,False,False,False,False,False,,FALSE
284,Art Directors,"Formulate basic layout design or presentation approach and specify material details, such as style and size of type, photographs, graphics, animation, video, and sound.",160c71ba-f190-46de-b9c6-ff8057e84746,2025/3/19,Average,1,1,1,1,4,False,False,False,False,False,False,1,5,4,4,5,False,False,False,False,True,True,True,FALSE,
286,Art Directors,"Manage own accounts and projects, working within budget and scheduling requirements.",160c71ba-f190-46de-b9c6-ff8057e84746,2025/3/19,Expert,1,5,5,1,2,False,False,False,False,False,False,4,5,5,5,5,False,True,True,True,True,True,True,FALSE,
285,Art Directors,"Review and approve art materials, copy materials, and proofs of printed copy developed by staff members.",160c71ba-f190-46de-b9c6-ff8057e84746,2025/3/19,Expert,1,1,1,1,4,False,False,False,False,False,False,1,5,5,5,5,False,True,False,False,True,True,False,FALSE,
22409,Librarians and Media Collections Specialists,"Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.",a8a212d5-3bf3-4674-90c6-ba69a1f59fa3,2025/3/19,Average,1,2,4,4,5,False,False,False,False,False,False,1,1,1,4,2,False,False,False,False,False,False,False,FALSE,FALSE
22411,Librarians and Media Collections Specialists,"Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions.",a8a212d5-3bf3-4674-90c6-ba69a1f59fa3,2025/3/19,Average,2,2,3,4,3,False,False,False,False,False,False,1,4,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
22410,Librarians and Media Collections Specialists,"Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors.",a8a212d5-3bf3-4674-90c6-ba69a1f59fa3,2025/3/19,Average,2,1,2,3,3,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
22416,Librarians and Media Collections Specialists,"Code, classify, and catalog books, publications, films, audio-visual aids, and other library materials, based on subject matter or standard library classification systems.",a8a212d5-3bf3-4674-90c6-ba69a1f59fa3,2025/3/19,Average,1,1,3,3,5,False,False,False,False,False,False,1,1,2,4,3,False,False,True,True,False,False,True,FALSE,
22417,Librarians and Media Collections Specialists,"Respond to customer complaints, taking action as necessary.",a8a212d5-3bf3-4674-90c6-ba69a1f59fa3,2025/3/19,Average,5,2,2,1,1,True,False,False,True,False,False,1,5,4,3,4,False,True,False,True,False,False,True,,
22420,Librarians and Media Collections Specialists,Locate unusual or unique information in response to specific requests.,a8a212d5-3bf3-4674-90c6-ba69a1f59fa3,2025/3/19,Novice,2,1,1,2,2,False,False,False,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
22427,Librarians and Media Collections Specialists,"Compile lists of books, periodicals, articles, and audio-visual materials on particular subjects.",a8a212d5-3bf3-4674-90c6-ba69a1f59fa3,2025/3/19,Average,2,1,3,3,3,False,False,False,False,False,False,1,1,1,3,1,False,False,False,False,False,False,False,FALSE,FALSE
147,Civil Engineers,"Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.",9dac677a-bbad-4992-97b0-9df71434caa6,2025/3/19,Average,5,5,2,1,2,True,True,True,False,False,False,1,3,2,3,3,False,False,True,True,False,False,False,,
20491,Civil Engineers,"Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.",9dac677a-bbad-4992-97b0-9df71434caa6,2025/3/19,Average,5,4,4,2,1,False,False,True,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
20976,Transportation Planners,"Interpret data from traffic modeling software, geographic information systems, or associated databases.",5c022953-7447-43d3-ab36-9204ef894be9,2025/3/19,Average,3,1,2,3,2,False,True,False,False,False,False,3,3,3,3,2,False,False,False,False,False,False,False,,FALSE
1318,Network and Computer Systems Administrators,"Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.",1f7b3bf4-d6d1-4c7d-b466-f5071cc5f971,2025/3/19,Expert,3,1,4,1,3,True,False,True,False,False,True,5,2,4,3,2,False,False,False,False,False,False,False,"I would use an AI tool for an outage or service interuption, it could collate ALL the logs from the servers network devices and endpoints",FALSE
1317,Network and Computer Systems Administrators,Perform data backups and disaster recovery operations.,1f7b3bf4-d6d1-4c7d-b466-f5071cc5f971,2025/3/19,Expert,5,1,5,1,1,True,True,True,False,False,True,5,2,2,4,2,False,False,False,False,False,False,False,,FALSE
15206,Network and Computer Systems Administrators,"Configure, monitor, and maintain email applications or virus protection software.",1f7b3bf4-d6d1-4c7d-b466-f5071cc5f971,2025/3/19,Expert,5,1,5,1,2,True,True,True,True,False,True,1,1,3,4,2,False,False,False,False,False,False,False,"There are already AI based tools for risk mitigation but are ""applications"" i think that generative AI could be a huge boost to this task",FALSE
1319,Network and Computer Systems Administrators,"Plan, coordinate, and implement network security measures to protect data, software, and hardware.",1f7b3bf4-d6d1-4c7d-b466-f5071cc5f971,2025/3/19,Expert,4,1,4,1,3,True,True,False,True,False,False,1,2,4,4,2,False,False,False,False,False,False,False,,FALSE
1323,Network and Computer Systems Administrators,"Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.",1f7b3bf4-d6d1-4c7d-b466-f5071cc5f971,2025/3/19,Expert,5,1,5,1,3,True,True,True,False,False,True,1,2,3,4,2,False,False,False,False,False,False,False,,FALSE
993,Human Resources Managers,"Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.",0b7f34e1-5cb3-41f8-a5bc-6cb4b5ca629a,2025/3/19,Expert,4,5,5,4,5,False,False,False,False,False,True,4,5,4,5,4,True,False,True,True,False,False,False,,
1002,Human Resources Managers,"Develop, administer, and evaluate applicant tests.",0b7f34e1-5cb3-41f8-a5bc-6cb4b5ca629a,2025/3/19,Average,3,3,3,4,3,False,True,False,False,True,False,4,4,3,4,3,False,True,False,False,False,True,False,,
147,Civil Engineers,"Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.",5ee3c238-1249-463b-91d2-f629ebecd2db,2025/3/19,Expert,2,3,4,1,3,False,False,False,False,False,False,3,5,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
20491,Civil Engineers,"Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.",5ee3c238-1249-463b-91d2-f629ebecd2db,2025/3/19,Expert,3,3,3,1,3,True,True,False,False,True,True,3,1,4,1,1,False,False,False,False,False,False,False,,FALSE
20492,Civil Engineers,"Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.",5ee3c238-1249-463b-91d2-f629ebecd2db,2025/3/19,Expert,4,1,3,1,1,True,True,True,True,False,True,1,2,4,2,1,False,False,False,False,False,False,False,,FALSE
151,Civil Engineers,"Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.",5ee3c238-1249-463b-91d2-f629ebecd2db,2025/3/19,Expert,5,1,2,1,1,True,True,True,False,False,False,1,1,5,2,2,False,False,False,False,False,False,False,,FALSE
19607,Civil Engineers,Design energy-efficient or environmentally sound civil structures.,5ee3c238-1249-463b-91d2-f629ebecd2db,2025/3/19,Expert,5,1,2,1,5,False,True,True,True,False,False,3,1,5,4,4,False,True,True,True,True,True,True,,
5314,Information Security Analysts,"Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.",9072a21c-bcac-4c57-a9c9-abb87ac3ae16,2025/3/19,Expert,3,3,2,2,4,True,False,False,False,False,True,2,4,3,3,3,False,True,False,False,True,False,False,,
5316,Information Security Analysts,Monitor current reports of computer viruses to determine when to update virus protection systems.,9072a21c-bcac-4c57-a9c9-abb87ac3ae16,2025/3/19,Expert,3,1,3,2,3,True,True,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,,FALSE
5317,Information Security Analysts,"Modify computer security files to incorporate new software, correct errors, or change individual access status.",9072a21c-bcac-4c57-a9c9-abb87ac3ae16,2025/3/19,Expert,2,2,3,2,4,False,False,False,False,False,False,3,2,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
5322,Information Security Analysts,"Document computer security and emergency measures policies, procedures, and tests.",9072a21c-bcac-4c57-a9c9-abb87ac3ae16,2025/3/19,Expert,1,3,4,1,4,False,False,False,False,False,False,4,2,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
5319,Information Security Analysts,Monitor use of data files and regulate access to safeguard information in computer files.,9072a21c-bcac-4c57-a9c9-abb87ac3ae16,2025/3/19,Expert,2,4,3,3,5,False,False,False,False,False,False,3,2,3,4,3,False,True,False,False,True,False,True,FALSE,
16791,Bioinformatics Scientists,"Compile data for use in activities, such as gene expression profiling, genome annotation, or structural bioinformatics.",38550e8c-47a4-4439-89a1-e5d16e93a44a,2025/3/19,Average,3,1,2,1,3,True,True,False,False,False,True,3,2,1,2,3,True,False,True,False,True,False,True,,
21318,Financial Managers,"Approve, reject, or coordinate the approval or rejection of lines of credit or commercial, real estate, or personal loans.",bb6fa400-623e-4025-8197-9f93f415bf58,2025/3/19,Expert,2,1,3,2,4,False,False,False,False,False,False,1,1,5,4,3,False,False,False,False,True,True,False,FALSE,
21326,Financial Managers,Review collection reports to determine the status of collections and the amounts of outstanding balances.,bb6fa400-623e-4025-8197-9f93f415bf58,2025/3/19,Expert,4,4,4,4,4,True,True,False,False,False,False,1,1,4,4,3,False,True,True,False,False,False,False,,
20942,Supply Chain Managers,"Determine appropriate equipment and staffing levels to load, unload, move, or store materials.",2955a7f3-3ecd-4947-82d8-ae4b01f539d5,2025/3/19,Average,5,1,2,3,1,True,True,False,False,False,False,1,2,1,1,1,False,False,False,False,False,False,False,,FALSE
15700,Supply Chain Managers,"Develop procedures for coordination of supply chain management with other functional areas, such as sales, marketing, finance, production, or quality assurance.",2955a7f3-3ecd-4947-82d8-ae4b01f539d5,2025/3/19,Expert,1,2,3,2,3,False,False,False,False,False,False,1,4,2,2,3,False,False,False,True,False,False,False,FALSE,
16198,Video Game Designers,Provide feedback to designers and other colleagues regarding game design features.,13731cde-2f5d-4e91-9865-c87ba1ec3ad2,2025/3/20,Novice,1,1,1,1,1,False,False,False,False,False,False,1,5,1,5,4,False,True,True,True,True,True,False,FALSE,
16211,Video Game Designers,Create gameplay prototypes for presentation to creative and technical staff and management.,13731cde-2f5d-4e91-9865-c87ba1ec3ad2,2025/3/20,Average,4,4,4,1,4,True,False,True,True,False,True,1,2,3,3,3,False,False,False,False,True,False,False,,
16194,Video Game Designers,"Review or evaluate competitive products, film, music, television, and other art forms to generate new game design ideas.",13731cde-2f5d-4e91-9865-c87ba1ec3ad2,2025/3/20,Average,3,1,1,1,3,True,True,True,False,False,True,1,1,1,2,3,False,False,False,False,True,False,False,,
1275,Computer Programmers,"Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.",40465d04-a0eb-44c4-8fe6-2b90e590d306,2025/4/6,Novice,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,5,False,False,False,False,False,False,False,FALSE,"NOTE: I have never done this task before, but the survey didnt let me continue without rating it since it was the only one avaliable. Please disregard my answers to all questions about ""Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions"" as they may impact the results of the survey "
14625,Computer and Information Research Scientists,Evaluate project plans and proposals to assess feasibility issues.,e07bf374-2a39-40c8-a9e6-bba00285edd6,2025/4/7,Novice,5,1,2,1,3,False,False,True,False,False,False,2,2,1,2,4,False,False,True,False,False,False,False,,
3966,Technical Writers,"Organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.",4cfe2dd4-e4f8-4e1d-ab1e-6f597c689c26,2025/4/7,Average,4,2,4,1,2,True,True,True,False,False,False,1,3,4,4,4,False,True,True,False,True,True,False,,
3968,Technical Writers,"Edit, standardize, or make changes to material prepared by other writers or establishment personnel.",4cfe2dd4-e4f8-4e1d-ab1e-6f597c689c26,2025/4/7,Average,2,1,4,1,3,False,False,False,False,False,False,1,5,4,5,4,False,True,False,False,True,False,False,FALSE,"""Reviewing the work by other writers"" requires making clear decisions about quality. Oversight is very important."
3971,Technical Writers,"Select photographs, drawings, sketches, diagrams, and charts to illustrate material.",4cfe2dd4-e4f8-4e1d-ab1e-6f597c689c26,2025/4/7,Average,2,1,3,2,1,False,False,False,False,False,False,1,3,1,3,3,False,False,True,False,True,False,False,FALSE,
20243,Technical Writers,Develop or maintain online help documentation.,4cfe2dd4-e4f8-4e1d-ab1e-6f597c689c26,2025/4/7,Expert,2,2,4,1,3,False,False,False,False,False,False,1,5,3,5,5,False,True,True,True,True,True,False,FALSE,
3977,Technical Writers,Analyze developments in specific field to determine need for revisions in previously published materials and development of new material.,4cfe2dd4-e4f8-4e1d-ab1e-6f597c689c26,2025/4/7,Expert,2,3,5,1,4,False,False,False,False,False,False,1,5,5,5,5,False,True,False,False,True,False,False,FALSE,
2487,"Bookkeeping, Accounting, and Auditing Clerks","Operate computers programmed with accounting software to record, store, and analyze information.",033f9250-e561-4ef7-bad1-13619d866aa2,2025/4/8,Average,2,3,3,3,3,False,False,False,False,False,False,1,3,4,2,3,False,True,False,True,True,True,True,FALSE,
2486,"Bookkeeping, Accounting, and Auditing Clerks","Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.",033f9250-e561-4ef7-bad1-13619d866aa2,2025/4/8,Average,4,2,3,1,2,True,True,True,False,True,False,1,2,4,2,2,False,False,False,False,False,False,False,,FALSE
2495,"Bookkeeping, Accounting, and Auditing Clerks","Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.",033f9250-e561-4ef7-bad1-13619d866aa2,2025/4/8,Average,3,1,2,2,2,False,False,False,False,False,False,4,3,2,3,4,True,False,False,False,False,False,False,,
2497,"Bookkeeping, Accounting, and Auditing Clerks","Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.",033f9250-e561-4ef7-bad1-13619d866aa2,2025/4/8,Average,3,2,3,3,2,True,False,True,True,False,False,2,1,3,1,2,False,False,False,False,False,False,False,,FALSE
2496,"Bookkeeping, Accounting, and Auditing Clerks",Reconcile or note and report discrepancies found in records.,033f9250-e561-4ef7-bad1-13619d866aa2,2025/4/8,Novice,2,2,4,2,2,False,False,False,False,False,False,3,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
2489,"Bookkeeping, Accounting, and Auditing Clerks","Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.",033f9250-e561-4ef7-bad1-13619d866aa2,2025/4/8,Average,1,2,3,2,3,False,False,False,False,False,False,3,4,4,4,4,False,True,False,True,False,True,True,FALSE,
18561,"Bookkeeping, Accounting, and Auditing Clerks",Prepare and process payroll information.,033f9250-e561-4ef7-bad1-13619d866aa2,2025/4/8,Average,3,2,3,2,3,True,True,False,True,True,False,2,2,1,1,2,False,False,False,False,False,False,False,,FALSE
2491,"Bookkeeping, Accounting, and Auditing Clerks","Calculate, prepare, and issue bills, invoices, account statements, and other financial statements according to established procedures.",033f9250-e561-4ef7-bad1-13619d866aa2,2025/4/8,Average,3,2,3,2,3,False,False,True,False,False,True,1,2,3,2,3,False,True,False,True,False,True,False,,
5160,Proofreaders and Copy Markers,Read corrected copies or proofs to ensure that all corrections have been made.,a24607c7-a773-4d49-849b-bddb5d47424b,2025/4/8,Expert,5,5,5,1,3,False,False,False,False,False,True,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
5161,Proofreaders and Copy Markers,"Compare information or figures on one record against same data on other records, or with original copy, to detect errors.",a24607c7-a773-4d49-849b-bddb5d47424b,2025/4/8,Expert,5,4,1,2,3,False,True,True,False,False,True,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
20908,Proofreaders and Copy Markers,"Archive documents, conduct research, and read copy, using the internet and various computer programs.",a24607c7-a773-4d49-849b-bddb5d47424b,2025/4/8,Expert,3,2,3,1,3,True,False,False,False,False,True,1,2,3,4,4,False,False,True,False,True,True,False,,
102,Training and Development Specialists,Develop alternative training methods if expected improvements are not seen.,f347c133-0207-4188-b207-4b7ccaea8695,2025/4/9,Novice,2,2,2,1,2,False,False,False,False,False,False,4,4,4,4,4,False,True,False,True,False,False,True,FALSE,
20476,Training and Development Specialists,Monitor training costs and prepare budget reports to justify expenditures.,f347c133-0207-4188-b207-4b7ccaea8695,2025/4/9,Novice,2,2,2,2,3,False,False,False,False,False,False,2,3,2,3,3,True,True,True,True,False,False,False,FALSE,
106,Training and Development Specialists,Devise programs to develop executive potential among employees in lower-level positions.,f347c133-0207-4188-b207-4b7ccaea8695,2025/4/9,Average,3,2,2,2,3,True,True,False,True,False,False,2,3,3,2,5,True,False,False,False,False,True,True,,
93,Training and Development Specialists,"Keep up with developments in area of expertise by reading current journals, books, or magazine articles.",f347c133-0207-4188-b207-4b7ccaea8695,2025/4/9,Average,3,3,3,3,3,True,True,True,False,False,True,2,3,2,1,4,False,True,False,True,False,False,False,,
95,Training and Development Specialists,"Schedule classes based on availability of classrooms, equipment, or instructors.",f347c133-0207-4188-b207-4b7ccaea8695,2025/4/9,Expert,4,3,4,4,4,True,False,True,True,False,False,4,3,5,4,5,True,True,True,False,True,False,False,,
14639,Software Quality Assurance Analysts and Testers,Test system modifications to prepare for implementation.,50cb1d2f-60bc-48cb-a880-9e29684a5c32,2025/4/9,Average,4,3,4,2,3,True,False,False,False,False,True,1,2,3,4,3,True,True,False,True,False,False,False,,
14644,Software Quality Assurance Analysts and Testers,Create or maintain databases of known test defects.,50cb1d2f-60bc-48cb-a880-9e29684a5c32,2025/4/9,Expert,4,3,4,2,3,True,False,False,False,False,True,1,2,2,3,3,True,True,True,True,True,True,True,,
18931,Fundraisers,Write and send letters of thanks to donors.,3a7acd78-75b0-4906-bf0a-1add96ec6d87,2025/4/10,Expert,3,2,5,2,5,True,True,False,False,False,True,2,2,3,3,2,False,False,False,False,False,False,False,,FALSE
16212,Video Game Designers,"Create and manage documentation, production schedules, prototyping goals, and communication plans in collaboration with production staff.",13731cde-2f5d-4e91-9865-c87ba1ec3ad2,2025/3/20,Novice,3,1,4,2,3,True,True,True,True,False,True,1,3,4,2,4,False,True,True,True,True,True,False,,
16203,Video Game Designers,Prepare two-dimensional concept layouts or three-dimensional mock-ups.,13731cde-2f5d-4e91-9865-c87ba1ec3ad2,2025/3/20,Expert,4,2,4,1,4,True,False,True,False,False,True,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
16952,Transportation Planners,"Recommend transportation system improvements or projects, based on economic, population, land-use, or traffic projections.",fe97ae5c-bcf0-40bb-a216-b45645a3803d,2025/3/20,Average,2,3,4,3,4,False,False,False,False,False,False,4,3,3,4,3,True,False,False,False,False,False,False,FALSE,
985,Human Resources Managers,"Provide current and prospective employees with information about policies, job duties, working conditions, wages, opportunities for promotion, and employee benefits.",0fb5ecdf-8b7f-45b5-8de0-4e3bda13da38,2025/3/20,Expert,2,2,2,1,3,False,False,False,False,False,False,3,3,3,3,4,False,True,False,False,False,True,False,FALSE,
982,Human Resources Managers,"Administer compensation, benefits, and performance management systems, and safety and recreation programs.",0fb5ecdf-8b7f-45b5-8de0-4e3bda13da38,2025/3/20,Average,3,2,1,1,1,False,False,True,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
994,Human Resources Managers,Analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.,0fb5ecdf-8b7f-45b5-8de0-4e3bda13da38,2025/3/20,Novice,4,1,1,1,1,False,False,False,False,True,False,1,2,3,3,1,False,False,False,False,False,False,False,,FALSE
993,Human Resources Managers,"Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.",0fb5ecdf-8b7f-45b5-8de0-4e3bda13da38,2025/3/20,Novice,3,3,3,3,3,False,False,True,False,False,False,2,2,2,2,3,False,True,False,False,False,False,False,,
1002,Human Resources Managers,"Develop, administer, and evaluate applicant tests.",0fb5ecdf-8b7f-45b5-8de0-4e3bda13da38,2025/3/20,Novice,2,3,4,4,4,False,False,False,False,False,False,3,3,3,3,4,True,False,False,False,False,False,False,FALSE,
3226,Advertising and Promotions Managers,"Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to specifications.",4f3ab871-dd62-44dc-be43-8b8566120ac4,2025/3/20,Average,3,4,4,4,5,True,False,True,False,False,True,2,5,4,4,3,False,True,False,True,True,False,False,,
3223,Advertising and Promotions Managers,Prepare budgets and submit estimates for program costs as part of campaign plan development.,4f3ab871-dd62-44dc-be43-8b8566120ac4,2025/3/20,Expert,3,5,5,3,5,True,False,True,False,False,True,2,3,4,5,3,False,True,False,True,False,False,False,,
3234,Advertising and Promotions Managers,"Read trade journals and professional literature to stay informed on trends, innovations, and changes that affect media planning.",4f3ab871-dd62-44dc-be43-8b8566120ac4,2025/3/20,Expert,3,4,4,4,4,True,False,False,False,False,True,5,4,4,4,3,False,True,False,True,False,False,False,,
21315,Financial Managers,Evaluate data pertaining to costs to plan budgets.,9bbfbc18-35aa-4722-aedb-38d2d8cce564,2025/3/20,Average,2,2,3,3,3,False,False,False,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
21321,Financial Managers,Develop or analyze information to assess the current or future financial status of firms.,9bbfbc18-35aa-4722-aedb-38d2d8cce564,2025/3/20,Average,3,3,3,3,4,False,False,True,False,False,False,3,3,3,2,3,False,False,False,False,False,False,False,,
21320,Financial Managers,"Prepare financial or regulatory reports required by laws, regulations, or boards of directors.",9bbfbc18-35aa-4722-aedb-38d2d8cce564,2025/3/20,Novice,1,3,3,3,3,False,False,False,False,False,False,3,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
21317,Financial Managers,"Examine, evaluate, or process loan applications.",9bbfbc18-35aa-4722-aedb-38d2d8cce564,2025/3/20,Average,2,3,3,3,3,False,False,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
21314,Financial Managers,Prepare operational or risk reports for management analysis.,9bbfbc18-35aa-4722-aedb-38d2d8cce564,2025/3/20,Expert,2,4,3,3,3,False,False,False,False,False,False,1,2,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
21329,Financial Managers,Review reports of securities transactions or price lists to analyze market conditions.,9bbfbc18-35aa-4722-aedb-38d2d8cce564,2025/3/20,Average,1,3,3,2,3,False,False,False,False,False,False,2,3,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
49,Medical and Health Services Managers,"Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports.",535ed247-56e4-41d6-88b3-14c7ab172ef2,2025/3/20,Expert,2,3,2,3,4,False,False,False,False,False,False,3,2,2,2,4,True,True,True,True,True,True,True,FALSE,
61,Medical and Health Services Managers,Review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization.,535ed247-56e4-41d6-88b3-14c7ab172ef2,2025/3/20,Novice,2,2,3,2,2,False,False,False,False,False,False,2,3,3,3,4,False,False,False,True,True,True,False,FALSE,
57,Medical and Health Services Managers,"Prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives.",535ed247-56e4-41d6-88b3-14c7ab172ef2,2025/3/20,Expert,2,2,2,2,1,False,False,False,False,False,False,2,2,2,2,3,False,True,False,True,False,True,True,FALSE,
11370,"Production, Planning, and Expediting Clerks",Distribute production schedules or work orders to departments.,3c75c106-8519-43b5-b51d-44f494135c26,2025/3/20,Average,5,1,1,1,2,True,True,False,False,False,True,1,3,1,1,2,False,False,False,False,False,False,False,,FALSE
11363,"Production, Planning, and Expediting Clerks","Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.",3c75c106-8519-43b5-b51d-44f494135c26,2025/3/20,Expert,1,4,5,5,3,False,False,False,False,False,False,4,4,4,5,5,True,True,True,True,True,True,False,FALSE,
11368,"Production, Planning, and Expediting Clerks",Requisition and maintain inventories of materials or supplies necessary to meet production demands.,3c75c106-8519-43b5-b51d-44f494135c26,2025/3/20,Average,5,1,1,1,2,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
11377,"Production, Planning, and Expediting Clerks","Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders.",3c75c106-8519-43b5-b51d-44f494135c26,2025/3/20,Average,4,2,2,3,1,True,True,False,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
11373,"Production, Planning, and Expediting Clerks",Contact suppliers to verify shipment details.,3c75c106-8519-43b5-b51d-44f494135c26,2025/3/20,Average,5,1,1,2,2,True,False,False,True,False,False,1,5,3,3,3,False,False,False,True,True,False,False,,
11367,"Production, Planning, and Expediting Clerks","Record production data, including volume produced, consumption of raw materials, or quality control measures.",3c75c106-8519-43b5-b51d-44f494135c26,2025/3/20,Expert,4,3,3,5,1,False,True,False,True,False,False,1,5,3,4,4,False,True,True,True,True,False,False,,
4618,Telemarketers,"Deliver prepared sales talks, reading from scripts that describe products or services, to persuade potential customers to purchase a product or service or to make a donation.",f80f8312-de60-4c9c-b9a4-fef8e5a43e5e,2025/3/20,Average,4,4,4,2,4,True,False,True,False,False,True,3,4,2,4,4,True,True,False,True,True,True,False,,
4620,Telemarketers,"Explain products or services and prices, and answer questions from customers.",f80f8312-de60-4c9c-b9a4-fef8e5a43e5e,2025/3/20,Expert,4,5,4,1,5,True,True,True,False,False,True,3,3,3,4,3,True,True,True,False,True,True,True,,
4621,Telemarketers,"Obtain customer information such as name, address, and payment method, and enter orders into computers.",f80f8312-de60-4c9c-b9a4-fef8e5a43e5e,2025/3/20,Expert,4,5,4,2,2,True,False,True,False,False,True,2,2,3,2,3,True,True,True,True,True,True,True,,
4622,Telemarketers,"Record names, addresses, purchases, and reactions of prospects contacted.",f80f8312-de60-4c9c-b9a4-fef8e5a43e5e,2025/3/20,Average,5,4,4,1,4,True,False,True,False,False,True,3,3,1,3,3,True,True,True,True,True,True,True,,
4623,Telemarketers,Adjust sales scripts to better target the needs and interests of specific individuals.,f80f8312-de60-4c9c-b9a4-fef8e5a43e5e,2025/3/20,Expert,4,5,3,1,4,True,False,True,False,False,True,4,4,3,4,3,True,True,True,True,True,True,True,,
21917,Architectural and Civil Drafters,"Produce drawings, using computer-assisted drafting systems (CAD) or drafting machines, or by hand, using compasses, dividers, protractors, triangles, and other drafting devices.",85a4f003-f1c9-4b90-a2f9-c2b6f3af87c8,2025/3/20,Expert,2,3,3,1,3,False,False,False,False,False,False,2,2,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
1769,Public Relations Specialists,"Study the objectives, promotional policies, or needs of organizations to develop public relations strategies that will influence public opinion or promote ideas, products, or services.",dc0aae1a-7ae3-400d-8390-686985cda8a0,2025/3/20,Novice,1,1,1,3,3,False,False,False,False,False,False,2,4,4,2,4,True,True,True,True,True,False,False,FALSE,
20009,Logistics Analysts,"Remotely monitor the flow of vehicles or inventory, using Web-based logistics information systems to track vehicles or containers.",c8980fd6-5457-4900-9c28-75bb1abf3f56,2025/3/20,Average,3,3,3,2,3,False,True,False,False,False,False,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
15889,Logistics Analysts,"Communicate with or monitor service providers, such as ocean carriers, air freight forwarders, global consolidators, customs brokers, or trucking companies.",c8980fd6-5457-4900-9c28-75bb1abf3f56,2025/3/20,Expert,1,4,3,4,3,False,False,False,False,False,False,1,3,4,2,3,False,True,True,False,False,True,False,FALSE,
15890,Logistics Analysts,Track product flow from origin to final delivery.,c8980fd6-5457-4900-9c28-75bb1abf3f56,2025/3/20,Average,4,2,3,1,2,True,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
21917,Architectural and Civil Drafters,"Produce drawings, using computer-assisted drafting systems (CAD) or drafting machines, or by hand, using compasses, dividers, protractors, triangles, and other drafting devices.",c8506577-3b54-4034-b7f0-589486e62b0e,2025/3/20,Average,4,2,2,4,4,True,False,False,False,False,True,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
21918,Architectural and Civil Drafters,"Draft plans and detailed drawings for structures, installations, and construction projects, such as highways, sewage disposal systems, and dikes, working from sketches or notes.",c8506577-3b54-4034-b7f0-589486e62b0e,2025/3/20,Average,5,2,2,1,4,True,False,True,False,False,True,1,4,1,5,3,False,True,False,False,True,True,False,,
21919,Architectural and Civil Drafters,"Coordinate structural, electrical, and mechanical designs and determine a method of presentation to graphically represent building plans.",c8506577-3b54-4034-b7f0-589486e62b0e,2025/3/20,Average,3,3,3,2,2,True,False,False,True,False,False,3,5,4,4,4,False,False,False,True,False,False,False,,
21920,Architectural and Civil Drafters,"Analyze building codes, by-laws, space and site requirements, and other technical documents and reports to determine their effect on architectural designs.",c8506577-3b54-4034-b7f0-589486e62b0e,2025/3/20,Expert,4,3,2,2,3,True,False,False,True,True,False,1,4,4,4,3,False,False,False,False,True,False,False,,
21921,Architectural and Civil Drafters,"Draw maps, diagrams, and profiles, using cross-sections and surveys, to represent elevations, topographical contours, subsurface formations, and structures.",c8506577-3b54-4034-b7f0-589486e62b0e,2025/3/20,Average,2,2,2,1,2,False,False,False,False,False,False,1,2,1,3,3,False,False,False,False,True,False,False,FALSE,
21922,Architectural and Civil Drafters,"Lay out and plan interior room arrangements for commercial buildings, using computer-assisted drafting (CAD) equipment and software.",c8506577-3b54-4034-b7f0-589486e62b0e,2025/3/20,Average,4,2,2,2,3,True,False,True,False,False,False,1,1,1,3,1,False,False,False,False,False,False,False,,FALSE
21924,Architectural and Civil Drafters,"Determine the order of work and method of presentation, such as orthographic or isometric drawing.",c8506577-3b54-4034-b7f0-589486e62b0e,2025/3/20,Average,4,1,2,2,2,False,False,False,False,False,True,1,4,1,4,5,False,False,True,False,False,False,False,,
21926,Architectural and Civil Drafters,"Draw rough and detailed scale plans for foundations, buildings, and structures, based on preliminary concepts, sketches, engineering calculations, specification sheets, and other data.",c8506577-3b54-4034-b7f0-589486e62b0e,2025/3/20,Average,4,2,2,3,3,True,False,False,False,False,False,1,3,1,3,3,False,False,False,False,True,False,False,,
21928,Architectural and Civil Drafters,Check dimensions of materials to be used and assign numbers to lists of materials.,c8506577-3b54-4034-b7f0-589486e62b0e,2025/3/20,Average,3,2,1,2,1,False,True,False,False,False,False,1,3,2,3,1,False,False,False,False,False,False,False,,FALSE
16943,Transportation Planners,Prepare reports or recommendations on transportation planning.,813cd4dd-3f83-4cf5-928d-83a4a05eb70f,2025/3/20,Average,3,1,2,2,3,True,False,True,False,False,True,1,5,4,4,3,False,True,False,False,False,True,False,,
49,Medical and Health Services Managers,"Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports.",63ad1eac-092a-4efe-9688-3c44de978b81,2025/3/20,Average,4,2,4,1,5,True,False,True,False,False,True,2,5,1,3,4,False,False,False,True,True,False,False,,
61,Medical and Health Services Managers,Review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization.,63ad1eac-092a-4efe-9688-3c44de978b81,2025/3/20,Expert,4,3,5,5,5,True,False,True,False,False,True,3,5,4,5,5,True,True,True,True,True,False,True,,
57,Medical and Health Services Managers,"Prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives.",63ad1eac-092a-4efe-9688-3c44de978b81,2025/3/20,Expert,1,4,5,4,5,False,False,False,False,False,False,5,1,5,5,5,False,True,True,False,True,False,True,FALSE,
2816,Desktop Publishers,"Operate desktop publishing software and equipment to design, lay out, and produce camera-ready copy.",9a4ba92e-ac9e-45cb-8106-a79256a0f288,2025/3/20,Expert,2,5,5,3,5,False,False,False,False,False,False,3,4,4,2,3,False,True,True,False,True,False,False,FALSE,
2820,Desktop Publishers,"Position text and art elements from a variety of databases in a visually appealing way to design print or web pages, using knowledge of type styles and size and layout patterns.",9a4ba92e-ac9e-45cb-8106-a79256a0f288,2025/3/20,Expert,2,5,5,2,5,False,False,False,False,False,False,2,4,2,1,3,False,False,True,True,True,False,False,FALSE,
2815,Desktop Publishers,Check preliminary and final proofs for errors and make necessary corrections.,9a4ba92e-ac9e-45cb-8106-a79256a0f288,2025/3/20,Expert,1,5,5,1,3,False,False,False,False,False,False,4,4,3,5,3,False,False,True,True,True,False,False,FALSE,
2817,Desktop Publishers,"View monitors for visual representation of work in progress and for instructions and feedback throughout process, making modifications as necessary.",9a4ba92e-ac9e-45cb-8106-a79256a0f288,2025/3/20,Expert,3,5,5,5,1,True,True,False,True,False,False,1,5,3,1,4,False,False,False,True,True,False,False,,
2824,Desktop Publishers,"Prepare sample layouts for approval, using computer software.",9a4ba92e-ac9e-45cb-8106-a79256a0f288,2025/3/20,Expert,3,5,5,5,3,False,True,True,False,False,False,5,2,2,2,2,False,False,False,False,False,False,False,,FALSE
2829,Desktop Publishers,Select number of colors and determine color separations.,9a4ba92e-ac9e-45cb-8106-a79256a0f288,2025/3/20,Expert,5,2,5,1,4,True,False,False,False,False,False,3,2,3,4,3,False,False,True,False,True,False,False,,
20976,Transportation Planners,"Interpret data from traffic modeling software, geographic information systems, or associated databases.",39eb78e1-9560-445a-a5b6-211db491433e,2025/3/20,Novice,3,1,2,3,3,True,True,False,False,False,False,1,4,4,4,3,False,True,True,False,True,True,True,,
16952,Transportation Planners,"Recommend transportation system improvements or projects, based on economic, population, land-use, or traffic projections.",41bffb24-1342-44be-9b85-3c9c5c7e4af2,2025/3/20,Average,5,1,1,1,1,False,False,True,False,False,False,1,4,3,3,5,False,True,True,True,True,True,True,,
20976,Transportation Planners,"Interpret data from traffic modeling software, geographic information systems, or associated databases.",41bffb24-1342-44be-9b85-3c9c5c7e4af2,2025/3/20,Novice,5,1,1,1,1,True,True,True,False,False,False,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
16943,Transportation Planners,Prepare reports or recommendations on transportation planning.,41bffb24-1342-44be-9b85-3c9c5c7e4af2,2025/3/20,Average,5,3,2,2,3,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
20328,Search Marketing Strategists,Manage tracking and reporting of search-related activities and provide analyses to marketing executives.,dab18a96-169c-4025-97f4-23c86857766f,2025/3/20,Average,2,1,3,1,3,False,False,False,False,False,False,1,4,2,3,3,False,True,True,True,True,False,False,FALSE,
16192,Search Marketing Strategists,"Collect and analyze Web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.",dab18a96-169c-4025-97f4-23c86857766f,2025/3/20,Average,1,4,4,2,4,False,False,False,False,False,False,1,3,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
16182,Search Marketing Strategists,Participate in the development or implementation of online marketing strategy.,dab18a96-169c-4025-97f4-23c86857766f,2025/3/20,Novice,3,2,2,1,2,True,True,False,False,False,True,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
20326,Search Marketing Strategists,Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns.,dab18a96-169c-4025-97f4-23c86857766f,2025/3/20,Average,1,4,4,2,3,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
20330,Search Marketing Strategists,Optimize shopping cart experience or Web site conversion rates against Key Performance Indicators (KPIs).,dab18a96-169c-4025-97f4-23c86857766f,2025/3/20,Average,3,2,2,1,1,False,True,False,False,False,False,1,2,1,2,1,False,False,False,False,False,False,False,,FALSE
11370,"Production, Planning, and Expediting Clerks",Distribute production schedules or work orders to departments.,42fd16a4-1868-4b4e-a30e-2111cca65a1a,2025/3/21,Average,3,1,2,1,2,True,False,False,False,False,True,2,5,4,3,3,False,True,True,True,False,True,False,,
11363,"Production, Planning, and Expediting Clerks","Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.",42fd16a4-1868-4b4e-a30e-2111cca65a1a,2025/3/21,Expert,2,3,4,3,4,False,False,False,False,False,False,2,4,4,3,4,False,True,True,True,True,True,False,FALSE,
11368,"Production, Planning, and Expediting Clerks",Requisition and maintain inventories of materials or supplies necessary to meet production demands.,42fd16a4-1868-4b4e-a30e-2111cca65a1a,2025/3/21,Average,3,1,2,1,2,True,False,False,False,False,True,2,3,4,2,3,False,True,False,True,True,True,False,,
11371,"Production, Planning, and Expediting Clerks","Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed.",42fd16a4-1868-4b4e-a30e-2111cca65a1a,2025/3/21,Expert,2,2,2,2,3,False,False,False,False,False,False,2,4,4,3,4,False,True,True,True,True,True,False,FALSE,
11377,"Production, Planning, and Expediting Clerks","Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders.",42fd16a4-1868-4b4e-a30e-2111cca65a1a,2025/3/21,Average,3,1,2,1,2,True,False,True,False,False,True,2,4,4,3,4,False,True,True,True,True,True,False,,
11369,"Production, Planning, and Expediting Clerks","Calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers.",42fd16a4-1868-4b4e-a30e-2111cca65a1a,2025/3/21,Expert,3,1,2,1,2,True,True,False,True,False,True,2,2,3,3,3,False,True,False,False,True,True,False,,
11373,"Production, Planning, and Expediting Clerks",Contact suppliers to verify shipment details.,42fd16a4-1868-4b4e-a30e-2111cca65a1a,2025/3/21,Expert,2,1,2,1,2,False,False,False,False,False,False,2,4,4,2,4,True,True,True,True,True,True,False,FALSE,
11376,"Production, Planning, and Expediting Clerks","Establish and prepare product construction directions and locations and information on required tools, materials, equipment, numbers of workers needed, and cost projections.",42fd16a4-1868-4b4e-a30e-2111cca65a1a,2025/3/21,Average,3,1,2,1,2,True,False,False,True,False,False,3,3,4,3,3,True,True,True,True,True,True,False,,
7319,Financial Examiners,"Prepare reports, exhibits, and other supporting schedules that detail an institution's safety and soundness, compliance with laws and regulations, and recommended solutions to questionable financial conditions.",e3da7c78-e719-4464-94f3-a23556f49645,2025/3/21,Expert,3,3,4,4,3,False,True,False,False,False,False,4,3,3,4,4,False,True,False,False,False,False,False,,
20943,Supply Chain Managers,"Manage activities related to strategic or tactical purchasing, material requirements planning, controlling inventory, warehousing, or receiving.",23d35ca6-c61b-4714-bcc6-6c1c86eb71ac,2025/3/21,Expert,3,2,3,3,2,True,True,True,False,True,False,3,2,3,4,3,False,True,False,False,True,True,False,,
15696,Supply Chain Managers,"Analyze inventories to determine how to increase inventory turns, reduce waste, or optimize customer service.",23d35ca6-c61b-4714-bcc6-6c1c86eb71ac,2025/3/21,Average,3,1,3,1,1,True,True,True,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,,FALSE
20846,Cost Estimators,Collect historical cost data to estimate costs for current or future products.,6bd09eeb-bbfd-4532-a378-676c99dbf96d,2025/3/21,Expert,1,2,4,5,4,False,False,False,False,False,False,2,3,4,5,5,False,True,True,True,True,True,True,FALSE,
84,Cost Estimators,"Prepare estimates used by management for purposes such as planning, organizing, and scheduling work.",6bd09eeb-bbfd-4532-a378-676c99dbf96d,2025/3/21,Expert,1,2,4,5,4,False,False,False,False,False,False,3,5,4,4,4,True,True,True,True,True,True,False,FALSE,
80,Cost Estimators,"Analyze blueprints and other documentation to prepare time, cost, materials, and labor estimates.",6bd09eeb-bbfd-4532-a378-676c99dbf96d,2025/3/21,Average,1,1,4,4,3,False,False,False,False,False,False,2,3,3,5,4,False,False,True,True,True,True,False,FALSE,
87,Cost Estimators,Prepare cost and expenditure statements and other necessary documentation at regular intervals for the duration of the project.,6bd09eeb-bbfd-4532-a378-676c99dbf96d,2025/3/21,Expert,1,1,4,5,3,False,False,False,False,False,False,2,3,3,4,3,False,True,True,True,True,True,False,FALSE,
20328,Search Marketing Strategists,Manage tracking and reporting of search-related activities and provide analyses to marketing executives.,1e7bcd7a-c0da-4d6f-9e9f-148840bc859f,2025/3/21,Average,1,2,3,5,3,False,False,False,False,False,False,2,4,4,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20329,Search Marketing Strategists,"Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for display and usability on internet-connected devices.",1e7bcd7a-c0da-4d6f-9e9f-148840bc859f,2025/3/21,Average,5,1,4,4,1,False,False,False,False,False,True,1,5,4,2,3,False,True,False,False,False,False,False,,
16182,Search Marketing Strategists,Participate in the development or implementation of online marketing strategy.,1e7bcd7a-c0da-4d6f-9e9f-148840bc859f,2025/3/21,Expert,5,4,5,4,1,False,False,False,False,False,True,2,4,4,3,5,False,True,False,False,False,True,True,,
16190,Search Marketing Strategists,Optimize Web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.,1e7bcd7a-c0da-4d6f-9e9f-148840bc859f,2025/3/21,Expert,5,4,4,4,2,False,True,False,False,False,False,1,3,4,2,3,False,False,False,False,False,False,False,,
20326,Search Marketing Strategists,Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns.,1e7bcd7a-c0da-4d6f-9e9f-148840bc859f,2025/3/21,Novice,4,3,3,4,4,False,True,False,False,False,False,2,3,3,3,4,False,True,False,False,True,False,True,,
20319,Search Marketing Strategists,Combine secondary data sources with keyword research to more accurately profile and satisfy user intent.,1e7bcd7a-c0da-4d6f-9e9f-148840bc859f,2025/3/21,Expert,5,4,4,4,5,True,True,False,False,False,True,1,3,4,3,2,False,False,False,False,False,False,False,,FALSE
20330,Search Marketing Strategists,Optimize shopping cart experience or Web site conversion rates against Key Performance Indicators (KPIs).,1e7bcd7a-c0da-4d6f-9e9f-148840bc859f,2025/3/21,Average,5,4,4,4,2,True,False,False,False,False,True,3,2,3,4,5,False,True,False,False,False,False,False,,
20327,Search Marketing Strategists,"Improve search-related activities through ongoing analysis, experimentation, or optimization tests, using A/B or multivariate methods.",1e7bcd7a-c0da-4d6f-9e9f-148840bc859f,2025/3/21,Average,5,2,4,3,4,False,True,False,False,False,True,2,2,3,4,1,False,False,False,False,False,False,False,,FALSE
16186,Search Marketing Strategists,"Conduct market research analysis to identify search query trends, real-time search and news media activity, popular social media topics, electronic commerce trends, market opportunities, or competitor performance.",1e7bcd7a-c0da-4d6f-9e9f-148840bc859f,2025/3/21,Novice,5,5,4,4,4,True,False,False,False,False,True,2,2,4,4,4,False,False,True,False,True,False,True,,
16179,Search Marketing Strategists,Propose online or multiple-sales-channel campaigns to marketing executives.,1e7bcd7a-c0da-4d6f-9e9f-148840bc859f,2025/3/21,Average,4,4,3,5,4,False,False,True,False,False,False,3,2,4,4,1,False,False,False,False,False,False,False,,FALSE
1145,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Analyze price proposals, financial reports, and other data and information to determine reasonable prices.",faff75b8-a270-446d-96e8-4d2af5f4890d,2025/3/21,Expert,3,3,3,3,3,True,False,True,False,True,False,1,3,2,3,3,False,False,True,False,True,True,False,,
1151,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Maintain and review computerized or manual records of purchased items, costs, deliveries, product performance, and inventories.",faff75b8-a270-446d-96e8-4d2af5f4890d,2025/3/21,Average,3,2,3,2,2,True,False,True,False,True,False,2,2,2,2,3,False,True,True,False,True,False,False,,
1144,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Research and evaluate suppliers, based on price, quality, selection, service, support, availability, reliability, production and distribution capabilities, and the supplier's reputation and history.",faff75b8-a270-446d-96e8-4d2af5f4890d,2025/3/21,Novice,3,3,3,3,4,True,True,True,False,False,False,3,2,3,3,3,True,False,True,False,True,False,False,,
1148,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Monitor shipments to ensure that goods come in on time, and resolve problems related to undelivered goods.",faff75b8-a270-446d-96e8-4d2af5f4890d,2025/3/21,Average,3,3,3,3,3,True,False,True,False,True,False,3,3,3,3,3,True,False,True,False,False,True,False,,
1153,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Study sales records and inventory levels of current stock to develop strategic purchasing programs that facilitate employee access to supplies.,faff75b8-a270-446d-96e8-4d2af5f4890d,2025/3/21,Average,3,3,2,3,3,True,True,False,True,False,False,3,3,3,2,3,True,False,True,False,False,True,False,,
1157,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Write and review product specifications, maintaining a working technical knowledge of the goods or services to be purchased.",faff75b8-a270-446d-96e8-4d2af5f4890d,2025/3/21,Expert,2,3,2,3,3,False,False,False,False,False,False,2,2,3,3,3,False,True,True,False,False,False,False,FALSE,
1152,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Review catalogs, industry periodicals, directories, trade journals, and Internet sites and consult with other department personnel to locate necessary goods and services.",faff75b8-a270-446d-96e8-4d2af5f4890d,2025/3/21,Average,2,2,3,3,2,False,False,False,False,False,False,2,3,2,3,3,False,True,True,False,True,False,False,FALSE,
1267,Computer Programmers,Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.,22f104fa-6d65-4c35-942d-1ce2314bd51e,2025/3/21,Expert,3,1,3,2,4,True,True,False,False,False,False,3,3,4,3,3,False,True,False,True,False,False,False,,
1270,Computer Programmers,"Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.",22f104fa-6d65-4c35-942d-1ce2314bd51e,2025/3/21,Average,3,3,3,3,3,True,False,False,False,False,True,3,3,3,3,4,False,False,True,False,False,False,False,,
1276,Computer Programmers,"Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.",22f104fa-6d65-4c35-942d-1ce2314bd51e,2025/3/21,Average,2,3,3,3,3,False,False,False,False,False,False,2,3,3,3,3,True,False,False,False,False,False,False,FALSE,
1269,Computer Programmers,"Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.",22f104fa-6d65-4c35-942d-1ce2314bd51e,2025/3/21,Expert,4,5,5,5,5,False,True,False,False,False,False,5,3,4,3,3,True,False,False,False,False,False,False,,
1274,Computer Programmers,Write or contribute to instructions or manuals to guide end users.,22f104fa-6d65-4c35-942d-1ce2314bd51e,2025/3/21,Average,3,1,3,5,1,True,False,False,False,False,False,3,3,1,3,2,False,False,False,False,False,False,False,,FALSE
1275,Computer Programmers,"Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.",22f104fa-6d65-4c35-942d-1ce2314bd51e,2025/3/21,Expert,5,1,2,1,3,True,False,False,False,False,False,4,2,2,3,1,False,False,False,False,False,False,False,,FALSE
21049,Computer Programmers,Develop Web sites.,22f104fa-6d65-4c35-942d-1ce2314bd51e,2025/3/21,Expert,1,4,3,5,5,False,False,False,False,False,False,5,3,5,5,5,False,False,True,False,False,False,False,FALSE,
1146,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Monitor and follow applicable laws and regulations.,b4530bf5-c47d-4441-affe-200418366c86,2025/3/21,Average,2,2,3,2,3,False,False,False,False,False,False,2,3,3,3,3,False,False,True,False,False,True,False,FALSE,
1145,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Analyze price proposals, financial reports, and other data and information to determine reasonable prices.",b4530bf5-c47d-4441-affe-200418366c86,2025/3/21,Average,3,2,3,2,3,True,False,False,False,True,False,3,3,2,2,3,False,True,True,False,False,False,False,,
1144,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Research and evaluate suppliers, based on price, quality, selection, service, support, availability, reliability, production and distribution capabilities, and the supplier's reputation and history.",b4530bf5-c47d-4441-affe-200418366c86,2025/3/21,Average,3,3,2,3,3,True,False,True,False,False,False,2,3,3,3,3,False,False,True,True,False,False,False,,
1148,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Monitor shipments to ensure that goods come in on time, and resolve problems related to undelivered goods.",b4530bf5-c47d-4441-affe-200418366c86,2025/3/21,Average,2,2,2,3,3,False,False,False,False,False,False,3,3,3,3,3,False,False,True,False,False,False,False,FALSE,
1153,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Study sales records and inventory levels of current stock to develop strategic purchasing programs that facilitate employee access to supplies.,b4530bf5-c47d-4441-affe-200418366c86,2025/3/21,Average,3,3,2,3,3,True,True,False,False,False,False,3,3,3,3,2,False,False,False,False,False,False,False,,FALSE
1157,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Write and review product specifications, maintaining a working technical knowledge of the goods or services to be purchased.",b4530bf5-c47d-4441-affe-200418366c86,2025/3/21,Average,2,2,3,2,3,False,False,False,False,False,False,3,3,3,2,3,False,False,True,True,True,False,False,FALSE,
1152,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Review catalogs, industry periodicals, directories, trade journals, and Internet sites and consult with other department personnel to locate necessary goods and services.",b4530bf5-c47d-4441-affe-200418366c86,2025/3/21,Average,3,2,3,3,3,True,True,False,False,False,False,3,3,3,2,3,False,True,True,True,False,False,False,,
20554,Public Relations Specialists,Write press releases or other media communications to promote clients.,80baf8a3-0059-44e7-8b0d-fc01ecf92a73,2025/3/21,Expert,3,4,4,5,4,True,False,False,False,False,False,4,3,4,4,2,False,False,False,False,False,False,False,,FALSE
20557,Public Relations Specialists,"Prepare or edit organizational publications, such as employee newsletters or stockholders' reports, for internal or external audiences.",80baf8a3-0059-44e7-8b0d-fc01ecf92a73,2025/3/21,Expert,3,3,4,5,3,True,False,False,False,False,False,4,4,3,3,5,True,False,False,False,True,False,False,,
14623,Computer and Information Research Scientists,Analyze problems to develop solutions involving computer hardware and software.,957c0739-f9cb-4f60-9510-ef11fceee131,2025/3/21,Novice,5,4,4,1,5,True,False,True,False,False,True,4,4,4,4,5,True,False,False,True,False,False,False,,
14626,Computer and Information Research Scientists,"Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.",957c0739-f9cb-4f60-9510-ef11fceee131,2025/3/21,Novice,4,4,4,2,4,True,True,True,True,True,True,4,4,4,4,4,True,False,False,False,False,False,False,,
14624,Computer and Information Research Scientists,Assign or schedule tasks to meet work priorities and goals.,957c0739-f9cb-4f60-9510-ef11fceee131,2025/3/21,Novice,4,4,4,1,4,True,False,True,False,False,True,4,4,4,4,4,True,False,False,False,False,False,False,,
14625,Computer and Information Research Scientists,Evaluate project plans and proposals to assess feasibility issues.,957c0739-f9cb-4f60-9510-ef11fceee131,2025/3/21,Novice,4,4,4,4,4,True,False,False,False,False,False,4,4,4,4,4,True,False,False,False,False,False,False,,
14636,Computer and Information Research Scientists,"Approve, prepare, monitor, and adjust operational budgets.",957c0739-f9cb-4f60-9510-ef11fceee131,2025/3/21,Novice,4,4,4,1,4,True,False,False,False,False,False,4,4,4,4,4,True,False,False,False,False,False,False,,
16191,Search Marketing Strategists,"Conduct online marketing initiatives, such as paid ad placement, affiliate programs, sponsorship programs, email promotions, or viral marketing campaigns on social media Web sites.",7a3c8548-dbe8-4935-b80e-45c56ff8c157,2025/3/21,Average,5,2,4,4,4,True,False,True,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
16179,Search Marketing Strategists,Propose online or multiple-sales-channel campaigns to marketing executives.,7a3c8548-dbe8-4935-b80e-45c56ff8c157,2025/3/21,Novice,2,1,1,5,3,False,False,False,False,False,False,3,4,2,4,3,True,False,False,False,False,False,False,FALSE,
7320,Financial Examiners,"Review balance sheets, operating income and expense accounts, and loan documentation to confirm institution assets and liabilities.",36160fe8-188b-4fce-b80c-cd9499d105ce,2025/4/6,Expert,3,2,5,1,5,True,True,True,False,False,False,5,4,5,5,4,False,True,True,True,True,True,True,,
7318,Financial Examiners,"Examine the minutes of meetings of directors, stockholders, and committees to investigate the specific authority extended at various levels of management.",36160fe8-188b-4fce-b80c-cd9499d105ce,2025/4/6,Average,5,4,4,4,4,False,False,False,False,False,False,4,5,3,4,5,True,True,True,False,True,False,True,,
14624,Computer and Information Research Scientists,Assign or schedule tasks to meet work priorities and goals.,2d38acdd-d47c-4090-80c9-cc768449d9ab,2025/4/7,Average,3,2,3,1,3,True,True,False,True,False,True,1,4,4,3,2,False,False,False,False,False,False,False,,FALSE
14625,Computer and Information Research Scientists,Evaluate project plans and proposals to assess feasibility issues.,2d38acdd-d47c-4090-80c9-cc768449d9ab,2025/4/7,Average,4,2,4,3,4,True,False,True,False,True,True,1,2,3,4,3,False,True,True,False,True,True,True,,
14633,Computer and Information Research Scientists,Design computers and the software that runs them.,2d38acdd-d47c-4090-80c9-cc768449d9ab,2025/4/7,Novice,4,1,2,1,3,True,False,True,False,True,True,4,2,4,5,4,True,True,False,False,True,True,False,,
1250,Credit Analysts,Analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money.,1ff6cf56-9647-4196-a94b-9fc4fa163e61,2025/4/7,Expert,4,5,4,4,4,True,False,False,True,False,False,5,5,5,5,5,False,False,False,False,False,False,False,,
1257,Credit Analysts,"Compare liquidity, profitability, and credit histories of establishments being evaluated with those of similar establishments in the same industries and geographic locations.",1ff6cf56-9647-4196-a94b-9fc4fa163e61,2025/4/7,Expert,4,5,5,5,5,True,False,False,False,True,False,3,5,5,5,4,False,False,False,False,False,False,False,,
1255,Credit Analysts,"Generate financial ratios, using computer programs, to evaluate customers' financial status.",1ff6cf56-9647-4196-a94b-9fc4fa163e61,2025/4/7,Expert,5,5,5,4,4,True,False,False,False,False,True,5,4,4,4,4,False,False,True,False,True,False,False,,
20558,Photographers,"Transfer photographs to computers for editing, archiving, and electronic transmission.",4c973706-98e6-4898-b9e6-43ee5099492d,2025/4/8,Novice,3,1,2,1,1,True,True,False,False,False,True,1,1,1,2,3,False,False,False,False,True,False,False,,
9352,Photographers,"Manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.",4c973706-98e6-4898-b9e6-43ee5099492d,2025/4/8,Expert,2,2,4,4,3,False,False,False,False,False,False,2,1,2,4,4,False,False,True,False,True,True,True,FALSE,
9357,Photographers,"Enhance, retouch, and resize photographs and negatives, using airbrushing and other techniques.",4c973706-98e6-4898-b9e6-43ee5099492d,2025/4/8,Expert,3,2,4,3,2,True,False,False,False,False,True,2,1,2,3,2,False,False,False,False,False,False,False,,FALSE
9351,Photographers,"Estimate or measure light levels, distances, and numbers of exposures needed, using measuring devices and formulas.",4c973706-98e6-4898-b9e6-43ee5099492d,2025/4/8,Average,3,1,5,2,2,True,False,True,False,False,False,3,1,4,5,2,False,False,False,False,False,False,False,,FALSE
9350,Photographers,Review sets of photographs to select the best work.,4c973706-98e6-4898-b9e6-43ee5099492d,2025/4/8,Expert,2,1,4,5,3,False,False,False,False,False,False,1,2,3,3,4,False,True,True,False,True,False,True,FALSE,
5158,Proofreaders and Copy Markers,"Correct or record omissions, errors, or inconsistencies found.",a24607c7-a773-4d49-849b-bddb5d47424b,2025/4/8,Expert,5,5,4,1,3,True,False,False,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
5163,Proofreaders and Copy Markers,"Route proofs with marked corrections to authors, editors, typists, or typesetters for correction or reprinting.",a24607c7-a773-4d49-849b-bddb5d47424b,2025/4/8,Expert,4,3,1,2,3,False,True,False,False,False,True,1,3,2,3,3,False,False,True,False,True,False,False,,
16186,Search Marketing Strategists,"Conduct market research analysis to identify search query trends, real-time search and news media activity, popular social media topics, electronic commerce trends, market opportunities, or competitor performance.",7a3c8548-dbe8-4935-b80e-45c56ff8c157,2025/3/21,Average,4,3,3,4,4,False,False,True,False,False,False,3,3,3,3,3,False,True,False,False,False,False,False,,
22657,Writers and Authors,"Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.",3052dee8-2895-467e-9414-9d3af06de630,2025/3/21,Average,1,1,3,1,1,False,False,False,False,False,False,1,2,2,3,5,False,False,True,False,True,True,True,FALSE,
21917,Architectural and Civil Drafters,"Produce drawings, using computer-assisted drafting systems (CAD) or drafting machines, or by hand, using compasses, dividers, protractors, triangles, and other drafting devices.",5320301b-81fe-454c-80de-20c1b4aa3675,2025/3/21,Novice,5,5,5,5,5,True,True,False,True,False,True,3,4,4,4,5,True,True,False,False,False,False,False,,
21920,Architectural and Civil Drafters,"Analyze building codes, by-laws, space and site requirements, and other technical documents and reports to determine their effect on architectural designs.",5320301b-81fe-454c-80de-20c1b4aa3675,2025/3/21,Novice,4,3,4,4,4,True,False,True,False,True,False,4,3,3,4,5,True,True,False,False,False,False,False,,
21926,Architectural and Civil Drafters,"Draw rough and detailed scale plans for foundations, buildings, and structures, based on preliminary concepts, sketches, engineering calculations, specification sheets, and other data.",5320301b-81fe-454c-80de-20c1b4aa3675,2025/3/21,Novice,4,4,3,4,4,False,True,False,True,True,False,3,3,3,4,3,False,True,False,True,True,False,False,,
21937,Architectural and Civil Drafters,Prepare colored drawings of landscape and interior designs for presentation to client.,5320301b-81fe-454c-80de-20c1b4aa3675,2025/3/21,Expert,4,3,3,3,4,True,True,False,True,False,False,4,3,3,3,2,False,False,False,False,False,False,False,,FALSE
985,Human Resources Managers,"Provide current and prospective employees with information about policies, job duties, working conditions, wages, opportunities for promotion, and employee benefits.",376a763c-ed2a-4694-b1e9-b5cc518e3dd3,2025/3/21,Average,3,3,3,2,4,True,False,False,False,False,False,3,4,3,4,3,False,True,True,True,True,True,True,,
982,Human Resources Managers,"Administer compensation, benefits, and performance management systems, and safety and recreation programs.",376a763c-ed2a-4694-b1e9-b5cc518e3dd3,2025/3/21,Average,3,4,4,3,3,True,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,,
994,Human Resources Managers,Analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.,376a763c-ed2a-4694-b1e9-b5cc518e3dd3,2025/3/21,Average,2,3,3,1,4,False,False,False,False,False,False,1,5,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
993,Human Resources Managers,"Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.",376a763c-ed2a-4694-b1e9-b5cc518e3dd3,2025/3/21,Average,4,4,4,2,3,True,False,False,False,False,False,3,2,3,3,4,True,False,False,False,True,True,True,,
1002,Human Resources Managers,"Develop, administer, and evaluate applicant tests.",376a763c-ed2a-4694-b1e9-b5cc518e3dd3,2025/3/21,Average,3,2,3,2,4,True,False,False,False,False,False,2,2,5,5,4,False,True,True,True,True,True,True,,
16192,Search Marketing Strategists,"Collect and analyze Web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.",7a3f71db-886d-468b-b479-2df253f018ec,2025/3/21,Novice,5,5,1,2,4,False,True,False,True,False,False,5,1,2,5,5,True,False,True,False,False,True,False,,
20326,Search Marketing Strategists,Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns.,7a3f71db-886d-468b-b479-2df253f018ec,2025/3/21,Expert,2,2,2,1,2,False,False,False,False,False,False,5,2,2,2,3,True,False,True,False,False,False,False,FALSE,
20321,Search Marketing Strategists,Create content strategies for digital media.,7a3f71db-886d-468b-b479-2df253f018ec,2025/3/21,Expert,5,3,1,2,1,False,True,True,False,False,False,1,1,5,3,3,False,False,False,True,False,True,False,,
1340,Aerospace Engineers,"Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.",ba1d7c68-2bd4-4c05-9961-2e472768600f,2025/3/21,Average,3,2,2,1,2,True,True,False,True,False,True,1,3,2,5,3,False,False,True,True,True,True,True,,
2486,"Bookkeeping, Accounting, and Auditing Clerks","Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.",887cfd79-9d50-4e85-a32e-98bdc8789ba5,2025/3/21,Novice,4,4,3,2,3,True,True,True,False,False,False,2,2,4,3,2,False,False,False,False,False,False,False,,FALSE
7319,Financial Examiners,"Prepare reports, exhibits, and other supporting schedules that detail an institution's safety and soundness, compliance with laws and regulations, and recommended solutions to questionable financial conditions.",9df7e8d3-435c-4131-8797-86ea61e87e1d,2025/3/21,Average,2,1,3,1,4,False,False,False,False,False,False,3,4,3,4,4,False,True,True,False,True,False,True,FALSE,
7320,Financial Examiners,"Review balance sheets, operating income and expense accounts, and loan documentation to confirm institution assets and liabilities.",9df7e8d3-435c-4131-8797-86ea61e87e1d,2025/3/21,Novice,3,3,4,1,4,True,True,True,True,True,True,1,3,3,3,4,False,True,True,True,True,True,True,,
1273,Computer Programmers,"Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.",4d0436a0-0908-41a5-bf20-807062d7f454,2025/3/21,Average,2,2,4,4,3,False,False,False,False,False,False,1,1,2,4,3,False,True,True,False,True,False,False,FALSE,
1267,Computer Programmers,Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.,4d0436a0-0908-41a5-bf20-807062d7f454,2025/3/21,Average,5,2,2,2,1,True,True,False,False,False,False,1,1,2,2,1,False,False,False,False,False,False,False,,FALSE
1272,Computer Programmers,"Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.",4d0436a0-0908-41a5-bf20-807062d7f454,2025/3/21,Average,4,1,3,2,2,True,True,False,True,False,False,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
1270,Computer Programmers,"Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.",4d0436a0-0908-41a5-bf20-807062d7f454,2025/3/21,Average,5,1,1,1,1,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
1276,Computer Programmers,"Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.",4d0436a0-0908-41a5-bf20-807062d7f454,2025/3/21,Average,3,2,3,4,3,False,False,False,True,True,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
1277,Computer Programmers,Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.,4d0436a0-0908-41a5-bf20-807062d7f454,2025/3/21,Novice,5,1,1,1,1,True,True,False,True,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
1274,Computer Programmers,Write or contribute to instructions or manuals to guide end users.,4d0436a0-0908-41a5-bf20-807062d7f454,2025/3/21,Expert,2,2,3,3,3,False,False,False,False,False,False,1,1,3,3,3,False,True,True,False,False,False,False,FALSE,
1279,Computer Programmers,"Assign, coordinate, and review work and activities of programming personnel.",4d0436a0-0908-41a5-bf20-807062d7f454,2025/3/21,Average,2,1,3,4,3,False,False,False,False,False,False,1,4,3,3,4,False,True,False,True,False,False,False,FALSE,
21049,Computer Programmers,Develop Web sites.,4d0436a0-0908-41a5-bf20-807062d7f454,2025/3/21,Average,4,2,3,3,3,True,True,True,False,False,False,1,1,3,2,3,False,True,False,False,True,False,False,,
14623,Computer and Information Research Scientists,Analyze problems to develop solutions involving computer hardware and software.,fe12207a-5903-4e15-a28f-e048d4fd9d67,2025/3/21,Average,3,3,5,4,4,False,False,False,True,False,True,1,1,3,4,3,False,True,True,False,False,False,False,,
14626,Computer and Information Research Scientists,"Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.",fe12207a-5903-4e15-a28f-e048d4fd9d67,2025/3/21,Average,2,2,5,4,4,False,False,False,False,False,False,1,1,1,5,4,False,False,True,False,False,False,False,FALSE,
14624,Computer and Information Research Scientists,Assign or schedule tasks to meet work priorities and goals.,fe12207a-5903-4e15-a28f-e048d4fd9d67,2025/3/21,Average,3,2,4,3,2,False,True,False,True,False,True,1,4,3,3,3,False,True,False,True,False,False,False,,
16786,Bioinformatics Scientists,Develop new software applications or customize existing applications to meet specific scientific project needs.,36d8380b-f65f-4e2f-b92d-649e1f6096fc,2025/3/21,Average,4,2,3,2,2,False,False,True,True,True,False,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
16790,Bioinformatics Scientists,Create novel computational approaches and analytical tools as required by research goals.,36d8380b-f65f-4e2f-b92d-649e1f6096fc,2025/3/21,Novice,3,1,4,3,4,False,False,True,False,True,False,1,1,1,4,2,False,False,False,False,False,False,False,,FALSE
21549,Appraisers and Assessors of Real Estate,"Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.",5ea8ac54-af50-48f6-b4d6-0e7c7aedf6a4,2025/3/21,Average,2,3,2,1,5,False,False,False,False,False,False,1,2,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
21552,Appraisers and Assessors of Real Estate,Collect and analyze relevant data to identify real estate market trends.,5ea8ac54-af50-48f6-b4d6-0e7c7aedf6a4,2025/3/21,Average,2,1,2,1,3,False,False,False,False,False,False,1,1,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
21553,Appraisers and Assessors of Real Estate,"Prepare and maintain current data on each parcel assessed, including maps of boundaries, inventories of land and structures, property characteristics, and any applicable exemptions.",5ea8ac54-af50-48f6-b4d6-0e7c7aedf6a4,2025/3/21,Average,1,4,5,1,5,False,False,False,False,False,False,1,1,1,5,1,False,False,False,False,False,False,False,FALSE,FALSE
21555,Appraisers and Assessors of Real Estate,Identify the ownership of each piece of taxable property.,5ea8ac54-af50-48f6-b4d6-0e7c7aedf6a4,2025/3/21,Average,2,2,5,2,3,False,False,False,False,False,False,1,2,2,5,2,False,False,False,False,False,False,False,FALSE,FALSE
21558,Appraisers and Assessors of Real Estate,"Review information about transfers of property to ensure its accuracy, checking basic information on buyers, sellers, and sales prices and making corrections as necessary.",5ea8ac54-af50-48f6-b4d6-0e7c7aedf6a4,2025/3/21,Average,3,1,3,1,2,True,False,False,True,True,True,1,2,1,4,2,False,False,False,False,False,False,False,,FALSE
21565,Appraisers and Assessors of Real Estate,"Search public records for transactions such as sales, leases, and assessments.",5ea8ac54-af50-48f6-b4d6-0e7c7aedf6a4,2025/3/21,Average,2,2,4,1,3,False,False,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
21567,Appraisers and Assessors of Real Estate,Verify legal descriptions of properties by comparing them to county records.,5ea8ac54-af50-48f6-b4d6-0e7c7aedf6a4,2025/3/21,Average,2,4,5,1,5,False,False,False,False,False,False,1,2,2,5,4,False,False,True,True,True,False,False,FALSE,
21570,Appraisers and Assessors of Real Estate,Obtain county land values and sales information about nearby properties to aid in establishment of property values.,5ea8ac54-af50-48f6-b4d6-0e7c7aedf6a4,2025/3/21,Average,2,3,3,1,4,False,False,False,False,False,False,1,2,1,4,2,False,False,False,False,False,False,False,FALSE,FALSE
16808,Molecular and Cellular Biologists,Instruct undergraduate and graduate students within the areas of cellular or molecular biology.,dae657b3-038b-4f79-850d-78b96a9896b9,2025/3/21,Novice,1,3,3,1,3,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,True,True,True,FALSE,
61,Medical and Health Services Managers,Review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization.,69e3a0b6-cd02-402c-8170-c8c0f09b987f,2025/3/21,Novice,1,2,1,1,4,False,False,False,False,False,False,1,2,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
18911,Fundraisers,"Develop or implement fundraising activities, such as annual giving campaigns or direct mail programs.",d0efd3fd-1302-41ec-b8ea-4c49e0f5f400,2025/3/21,Average,4,2,3,5,4,True,False,False,False,False,False,4,4,4,4,4,False,True,False,False,False,False,False,,
18919,Fundraisers,Monitor progress of fundraising drives.,d0efd3fd-1302-41ec-b8ea-4c49e0f5f400,2025/3/21,Expert,4,4,4,4,4,True,False,False,True,False,False,4,4,3,4,4,False,False,False,False,False,False,False,,
18918,Fundraisers,"Monitor budgets, expense reports, or other financial data for fundraising organizations.",d0efd3fd-1302-41ec-b8ea-4c49e0f5f400,2025/3/21,Average,4,4,4,4,3,True,False,False,False,False,False,4,4,3,3,4,False,False,False,False,False,False,False,,
61,Medical and Health Services Managers,Review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization.,0324012d-cfa6-4403-9697-3cddf20d0fd2,2025/3/21,Expert,3,2,3,1,4,False,False,True,False,False,True,2,2,3,3,3,False,True,True,False,False,True,True,,
15731,Online Merchants,"Receive and process payments from customers, using electronic transaction services.",78537a43-2064-40dc-9cf4-fd10524bceea,2025/3/21,Expert,3,2,4,1,3,True,False,True,False,False,True,2,2,2,1,2,False,False,False,False,False,False,False,,FALSE
15710,Online Merchants,"Create, manage, or automate orders or invoices, using order management or invoicing software.",78537a43-2064-40dc-9cf4-fd10524bceea,2025/3/21,Expert,4,3,4,1,3,True,False,True,False,False,True,1,2,3,3,2,False,False,False,False,False,False,False,,FALSE
15709,Online Merchants,Deliver e-mail confirmation of completed transactions and shipment.,78537a43-2064-40dc-9cf4-fd10524bceea,2025/3/21,Expert,4,1,2,1,2,True,False,True,False,False,True,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
15728,Online Merchants,"Correspond with online customers via electronic mail, telephone, or other electronic messaging to address questions or complaints about products, policies, or shipping methods.",78537a43-2064-40dc-9cf4-fd10524bceea,2025/3/21,Expert,3,2,3,1,2,True,False,True,False,False,True,1,3,2,1,2,False,False,False,False,False,False,False,,FALSE
15707,Online Merchants,Determine and set product prices.,78537a43-2064-40dc-9cf4-fd10524bceea,2025/3/21,Expert,2,1,2,1,3,False,False,False,False,False,False,2,1,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15730,Online Merchants,"Calculate purchase subtotals, taxes, and shipping costs for submission to customers.",78537a43-2064-40dc-9cf4-fd10524bceea,2025/3/21,Expert,3,3,2,1,2,True,False,True,False,False,True,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
15734,Online Merchants,"Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.",78537a43-2064-40dc-9cf4-fd10524bceea,2025/3/21,Expert,2,2,4,1,3,False,False,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
15735,Online Merchants,"Calculate revenue, sales, and expenses, using financial accounting or spreadsheet software.",78537a43-2064-40dc-9cf4-fd10524bceea,2025/3/21,Expert,4,3,4,1,2,True,False,True,False,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
15714,Online Merchants,Cancel orders based on customer requests or inventory or delivery problems.,78537a43-2064-40dc-9cf4-fd10524bceea,2025/3/21,Expert,2,1,2,1,2,False,False,False,False,False,False,3,2,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
15732,Online Merchants,"Prepare or organize online storefront marketing material, including product descriptions or subject lines, optimizing content to search engine criteria.",78537a43-2064-40dc-9cf4-fd10524bceea,2025/3/21,Expert,3,2,4,1,4,True,False,True,False,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
16146,Business Intelligence Analysts,"Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.",6cd7025e-a3bc-459a-a009-3386667dc164,2025/3/21,Average,3,2,3,1,2,True,False,False,False,False,True,1,2,1,4,3,False,True,True,True,True,True,True,,
21078,Legal Secretaries and Administrative Assistants,"Prepare, proofread, or process legal documents, such as summonses, subpoenas, complaints, appeals, motions, or pretrial agreements.",699d16a8-4523-4851-b781-60cafca22355,2025/3/21,Expert,2,2,4,1,2,False,False,False,False,False,False,2,2,3,4,4,True,True,True,False,True,True,True,FALSE,
768,Legal Secretaries and Administrative Assistants,"Organize and maintain law libraries, documents, and case files.",699d16a8-4523-4851-b781-60cafca22355,2025/3/21,Expert,1,2,2,1,3,False,False,False,False,False,False,1,1,2,4,4,False,False,True,False,True,True,False,FALSE,
15898,Logistics Analysts,Maintain databases of logistics information.,f9320a12-62ef-4933-b5e8-46cf837a66c9,2025/4/6,Expert,3,4,4,2,3,True,True,True,False,False,True,2,4,4,2,3,False,True,False,True,True,False,False,,
20009,Logistics Analysts,"Remotely monitor the flow of vehicles or inventory, using Web-based logistics information systems to track vehicles or containers.",f9320a12-62ef-4933-b5e8-46cf837a66c9,2025/4/6,Expert,4,3,3,2,3,True,True,False,True,False,True,3,3,3,3,3,False,False,False,False,False,False,False,,
15903,Logistics Analysts,"Interpret data on logistics elements, such as availability, maintainability, reliability, supply chain management, strategic sourcing or distribution, supplier management, or transportation.",f9320a12-62ef-4933-b5e8-46cf837a66c9,2025/4/6,Expert,2,3,3,2,2,False,False,False,False,False,False,3,3,3,3,3,True,False,False,True,True,True,True,FALSE,
18869,Human Resources Specialists,"Schedule or administer skill, intelligence, psychological, or drug tests for current or prospective employees.",541e697f-27cf-4ec5-9d76-99012c0ded40,2025/4/7,Average,3,2,3,1,3,False,False,True,False,False,True,3,4,4,4,3,False,True,False,True,True,False,False,,
18876,Human Resources Specialists,"Review and evaluate applicant qualifications or eligibility for specified licensing, according to established guidelines and designated licensing codes.",541e697f-27cf-4ec5-9d76-99012c0ded40,2025/4/7,Expert,5,2,3,4,4,True,False,False,False,False,False,1,1,3,5,5,False,False,False,False,True,True,False,,
21097,Human Resources Specialists,Administer employee benefit plans.,541e697f-27cf-4ec5-9d76-99012c0ded40,2025/4/7,Novice,3,1,1,1,1,False,False,False,False,False,False,4,5,5,5,3,False,False,False,False,False,False,False,,
20558,Photographers,"Transfer photographs to computers for editing, archiving, and electronic transmission.",943b9b19-cf10-466c-8d06-aaef04249211,2025/4/7,Average,5,3,1,1,1,True,False,False,False,False,False,5,1,3,5,4,True,False,True,True,False,True,False,,
9352,Photographers,"Manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.",943b9b19-cf10-466c-8d06-aaef04249211,2025/4/7,Average,3,4,3,1,4,True,True,False,True,False,False,2,3,2,3,3,False,False,True,True,True,False,False,,
9357,Photographers,"Enhance, retouch, and resize photographs and negatives, using airbrushing and other techniques.",943b9b19-cf10-466c-8d06-aaef04249211,2025/4/7,Average,4,3,3,1,3,False,True,False,False,False,False,2,3,3,2,2,False,False,False,False,False,False,False,,FALSE
9351,Photographers,"Estimate or measure light levels, distances, and numbers of exposures needed, using measuring devices and formulas.",943b9b19-cf10-466c-8d06-aaef04249211,2025/4/7,Average,3,2,5,2,3,False,False,True,False,True,False,2,2,3,3,4,True,True,True,False,True,True,False,,
9354,Photographers,"Perform general office duties, such as scheduling appointments, keeping books, and ordering supplies.",943b9b19-cf10-466c-8d06-aaef04249211,2025/4/7,Average,5,4,1,1,1,False,False,True,False,False,False,4,1,1,1,5,False,False,False,True,False,False,False,,
9350,Photographers,Review sets of photographs to select the best work.,943b9b19-cf10-466c-8d06-aaef04249211,2025/4/7,Average,1,3,3,2,4,False,False,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
20560,Photographers,Write photograph captions.,943b9b19-cf10-466c-8d06-aaef04249211,2025/4/7,Average,4,3,1,1,1,False,True,False,True,False,False,3,1,3,2,2,False,False,False,False,False,False,False,,FALSE
5160,Proofreaders and Copy Markers,Read corrected copies or proofs to ensure that all corrections have been made.,ba2987ef-4900-415a-907a-d02c22accda8,2025/4/8,Average,1,2,2,1,4,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
5158,Proofreaders and Copy Markers,"Correct or record omissions, errors, or inconsistencies found.",ba2987ef-4900-415a-907a-d02c22accda8,2025/4/8,Average,1,2,2,2,4,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
766,Legal Secretaries and Administrative Assistants,Schedule and make appointments.,699d16a8-4523-4851-b781-60cafca22355,2025/3/21,Average,5,1,1,1,1,False,True,False,False,False,False,1,3,1,1,1,False,False,False,False,False,False,False,,FALSE
771,Legal Secretaries and Administrative Assistants,Draft and type office memos.,699d16a8-4523-4851-b781-60cafca22355,2025/3/21,Average,1,1,1,1,1,False,False,False,False,False,False,1,1,1,2,3,False,False,True,False,False,False,False,FALSE,
22655,Writers and Authors,Vary language and tone of messages based on product and medium.,fef8bb7c-5efa-4c06-a4d0-28623e242d15,2025/3/22,Average,2,5,5,1,5,False,False,False,False,False,False,1,1,1,3,1,False,False,False,False,False,False,False,FALSE,FALSE
23316,Insurance Claims and Policy Processing Clerks,Transmit claims for payment or further investigation.,93d802f4-3e70-4e92-92f6-005a1f52b157,2025/3/22,Novice,4,1,1,1,1,True,True,False,False,False,True,1,3,4,4,2,False,False,False,False,False,False,False,,FALSE
23319,Insurance Claims and Policy Processing Clerks,Process and record new insurance policies and claims.,93d802f4-3e70-4e92-92f6-005a1f52b157,2025/3/22,Expert,1,4,4,1,3,False,False,False,False,False,False,3,5,2,5,3,False,True,True,True,True,True,True,FALSE,
23326,Insurance Claims and Policy Processing Clerks,"Transcribe data to worksheets, and enter data into computer for use in preparing documents and adjusting accounts.",93d802f4-3e70-4e92-92f6-005a1f52b157,2025/3/22,Average,5,2,2,1,1,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
23329,Insurance Claims and Policy Processing Clerks,"Process, prepare, and submit business or government forms, such as submitting applications for coverage to insurance carriers.",93d802f4-3e70-4e92-92f6-005a1f52b157,2025/3/22,Expert,2,4,3,1,4,False,False,False,False,False,False,2,4,3,5,4,True,True,True,True,True,True,True,FALSE,
23333,Insurance Claims and Policy Processing Clerks,"Obtain computer printout of policy cancellations, or retrieve cancellation cards from file.",93d802f4-3e70-4e92-92f6-005a1f52b157,2025/3/22,Expert,3,1,2,1,1,True,True,True,False,False,True,2,1,1,1,1,False,False,False,False,False,False,False,,FALSE
23334,Insurance Claims and Policy Processing Clerks,"Compose business correspondence for supervisors, managers, and professionals.",93d802f4-3e70-4e92-92f6-005a1f52b157,2025/3/22,Average,5,1,4,1,1,True,True,True,False,True,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
3226,Advertising and Promotions Managers,"Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to specifications.",a6c6177e-b7ca-4383-8f72-579fa4b36c10,2025/3/22,Average,4,1,2,3,2,True,False,True,False,False,False,1,2,2,1,2,False,False,False,False,False,False,False,,FALSE
3242,Advertising and Promotions Managers,Coordinate with the media to disseminate advertising.,a6c6177e-b7ca-4383-8f72-579fa4b36c10,2025/3/22,Novice,4,2,2,3,2,False,False,True,False,True,True,1,1,3,4,3,False,False,False,False,True,False,False,,
3223,Advertising and Promotions Managers,Prepare budgets and submit estimates for program costs as part of campaign plan development.,a6c6177e-b7ca-4383-8f72-579fa4b36c10,2025/3/22,Novice,5,1,1,1,1,False,True,False,False,False,True,1,1,4,2,2,False,False,False,False,False,False,False,,FALSE
3243,Advertising and Promotions Managers,Contact organizations to explain services and facilities offered.,a6c6177e-b7ca-4383-8f72-579fa4b36c10,2025/3/22,Expert,3,4,3,3,1,False,True,False,False,False,False,1,4,3,3,3,False,False,True,True,False,False,True,,
3233,Advertising and Promotions Managers,Monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.,a6c6177e-b7ca-4383-8f72-579fa4b36c10,2025/3/22,Novice,4,1,1,2,1,False,True,False,False,False,False,1,1,3,2,1,False,False,False,False,False,False,False,,FALSE
3234,Advertising and Promotions Managers,"Read trade journals and professional literature to stay informed on trends, innovations, and changes that affect media planning.",a6c6177e-b7ca-4383-8f72-579fa4b36c10,2025/3/22,Average,5,1,2,1,2,False,False,False,True,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
21447,Compliance Officers,"Evaluate applications, records, or documents to gather information about eligibility or liability issues.",9869ce60-e836-452e-a684-648b4fb78c81,2025/3/22,Expert,3,2,4,2,3,True,True,False,False,False,True,1,3,4,4,4,False,True,True,True,True,False,True,,
21449,Compliance Officers,"Prepare reports of activities, evaluations, recommendations, or decisions.",9869ce60-e836-452e-a684-648b4fb78c81,2025/3/22,Expert,2,2,4,3,4,False,False,False,False,False,False,1,4,3,4,4,False,True,True,True,True,True,True,FALSE,
16157,Information Technology Project Managers,Monitor or track project milestones and deliverables.,582a11a6-cd77-4809-94ab-d4690cbcba4d,2025/3/22,Expert,4,2,4,2,4,True,False,True,False,False,False,1,4,3,3,4,False,False,False,False,True,True,False,,
16152,Information Technology Project Managers,"Submit project deliverables, ensuring adherence to quality standards.",582a11a6-cd77-4809-94ab-d4690cbcba4d,2025/3/22,Expert,2,1,2,1,3,False,False,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
16159,Information Technology Project Managers,"Initiate, review, or approve modifications to project plans.",582a11a6-cd77-4809-94ab-d4690cbcba4d,2025/3/22,Expert,3,4,4,2,4,True,False,False,False,False,True,1,2,2,4,3,False,True,True,False,True,True,False,,
16170,Information Technology Project Managers,"Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.",582a11a6-cd77-4809-94ab-d4690cbcba4d,2025/3/22,Expert,3,4,5,2,4,False,False,False,True,True,False,3,3,4,4,3,False,True,True,False,False,True,True,,
16151,Information Technology Project Managers,Perform risk assessments to develop response strategies.,582a11a6-cd77-4809-94ab-d4690cbcba4d,2025/3/22,Expert,3,3,4,1,3,True,False,True,False,False,True,2,2,3,3,3,False,True,False,False,False,False,False,,
16168,Information Technology Project Managers,"Prepare project status reports by collecting, analyzing, and summarizing information and trends.",582a11a6-cd77-4809-94ab-d4690cbcba4d,2025/3/22,Expert,3,3,4,1,3,True,False,False,False,False,False,2,2,2,3,4,False,False,False,False,True,False,False,,
16171,Information Technology Project Managers,Develop and manage work breakdown structure (WBS) of information technology projects.,582a11a6-cd77-4809-94ab-d4690cbcba4d,2025/3/22,Expert,3,2,4,1,3,False,False,False,True,False,False,1,1,3,4,3,False,False,False,False,True,False,False,,
16167,Information Technology Project Managers,"Assign duties, responsibilities, and spans of authority to project personnel.",582a11a6-cd77-4809-94ab-d4690cbcba4d,2025/3/22,Expert,3,3,3,1,4,True,False,False,False,False,False,3,2,3,3,3,False,False,False,True,True,True,False,,
14626,Computer and Information Research Scientists,"Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.",480cd094-f4c0-4dc0-95d3-e549191d5809,2025/3/22,Average,4,2,4,2,4,True,True,False,False,False,True,1,2,2,4,2,False,False,False,False,False,False,False,,FALSE
14624,Computer and Information Research Scientists,Assign or schedule tasks to meet work priorities and goals.,480cd094-f4c0-4dc0-95d3-e549191d5809,2025/3/22,Expert,2,2,4,1,3,False,False,False,False,False,False,2,2,4,4,4,False,True,True,False,True,True,True,FALSE,
14625,Computer and Information Research Scientists,Evaluate project plans and proposals to assess feasibility issues.,480cd094-f4c0-4dc0-95d3-e549191d5809,2025/3/22,Average,4,3,4,2,2,True,True,True,True,False,True,1,1,3,4,2,False,False,False,False,False,False,False,,FALSE
1290,Computer User Support Specialists,"Develop training materials and procedures, or train users in the proper use of hardware or software.",e07324fc-420a-4bd9-af4d-061721f76653,2025/3/22,Average,3,2,2,2,2,True,True,False,False,False,True,1,4,1,5,3,False,False,True,True,True,False,False,,
20329,Search Marketing Strategists,"Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for display and usability on internet-connected devices.",13cf6ba7-6b20-47e6-b2ea-568c37512b38,2025/3/22,Average,2,3,4,3,5,False,False,False,False,False,False,4,2,3,3,3,False,False,True,False,False,False,False,FALSE,
16182,Search Marketing Strategists,Participate in the development or implementation of online marketing strategy.,13cf6ba7-6b20-47e6-b2ea-568c37512b38,2025/3/22,Average,3,3,3,2,5,True,False,False,False,False,False,3,2,2,2,4,False,False,True,False,False,False,False,,
20321,Search Marketing Strategists,Create content strategies for digital media.,13cf6ba7-6b20-47e6-b2ea-568c37512b38,2025/3/22,Expert,3,3,3,2,3,True,False,False,False,False,False,1,3,3,3,2,False,False,False,False,False,False,False,,FALSE
20319,Search Marketing Strategists,Combine secondary data sources with keyword research to more accurately profile and satisfy user intent.,13cf6ba7-6b20-47e6-b2ea-568c37512b38,2025/3/22,Average,3,3,3,2,3,True,False,False,False,False,False,3,4,4,3,2,False,False,False,False,False,False,False,,FALSE
20327,Search Marketing Strategists,"Improve search-related activities through ongoing analysis, experimentation, or optimization tests, using A/B or multivariate methods.",13cf6ba7-6b20-47e6-b2ea-568c37512b38,2025/3/22,Expert,5,3,3,4,3,True,False,False,False,False,False,3,2,2,3,2,False,False,False,False,False,False,False,,FALSE
16191,Search Marketing Strategists,"Conduct online marketing initiatives, such as paid ad placement, affiliate programs, sponsorship programs, email promotions, or viral marketing campaigns on social media Web sites.",13cf6ba7-6b20-47e6-b2ea-568c37512b38,2025/3/22,Average,4,4,5,4,5,True,False,False,False,False,False,4,4,4,3,2,False,False,False,False,False,False,False,,FALSE
16186,Search Marketing Strategists,"Conduct market research analysis to identify search query trends, real-time search and news media activity, popular social media topics, electronic commerce trends, market opportunities, or competitor performance.",13cf6ba7-6b20-47e6-b2ea-568c37512b38,2025/3/22,Average,4,4,5,4,5,True,False,False,False,False,False,4,3,4,3,2,False,False,False,False,False,False,False,,FALSE
16179,Search Marketing Strategists,Propose online or multiple-sales-channel campaigns to marketing executives.,13cf6ba7-6b20-47e6-b2ea-568c37512b38,2025/3/22,Expert,4,4,5,5,5,True,False,False,False,False,False,4,3,3,3,2,False,False,False,False,False,False,False,,FALSE
11363,"Production, Planning, and Expediting Clerks","Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.",29f2d3c9-7f70-40cc-a12b-1963db3211d5,2025/3/22,Novice,3,1,3,1,3,True,True,True,False,False,True,4,3,2,3,3,True,False,True,True,False,False,False,,
11375,"Production, Planning, and Expediting Clerks","Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts.",29f2d3c9-7f70-40cc-a12b-1963db3211d5,2025/3/22,Expert,3,3,3,1,3,True,True,True,False,False,False,2,2,2,3,3,True,False,True,True,True,True,False,,
11377,"Production, Planning, and Expediting Clerks","Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders.",29f2d3c9-7f70-40cc-a12b-1963db3211d5,2025/3/22,Average,3,1,3,1,3,True,True,True,False,False,False,2,2,2,2,3,True,True,True,True,True,True,False,,
16790,Bioinformatics Scientists,Create novel computational approaches and analytical tools as required by research goals.,bb16041c-c14c-46f5-a150-1512a2f7ec88,2025/3/22,Average,4,2,2,1,3,True,False,False,False,False,False,2,2,4,4,4,False,False,False,True,False,False,False,,
16795,Bioinformatics Scientists,"Analyze large molecular datasets, such as raw microarray data, genomic sequence data, or proteomics data, for clinical or basic research purposes.",bb16041c-c14c-46f5-a150-1512a2f7ec88,2025/3/22,Average,3,3,4,1,2,False,False,False,True,False,False,1,3,4,5,5,False,False,True,True,True,True,True,,
16793,Bioinformatics Scientists,"Manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.",bb16041c-c14c-46f5-a150-1512a2f7ec88,2025/3/22,Average,5,1,2,1,1,True,False,False,False,False,False,1,3,3,3,3,False,False,False,False,True,False,False,,
16783,Bioinformatics Scientists,Instruct others in the selection and use of bioinformatics tools.,bb16041c-c14c-46f5-a150-1512a2f7ec88,2025/3/22,Expert,1,2,4,1,5,False,False,False,False,False,False,4,5,4,5,4,False,True,True,True,True,False,True,FALSE,
15594,Clinical Research Coordinators,Record adverse event and side effect data and confer with investigators regarding the reporting of events to oversight agencies.,82469480-80ce-4fb1-b5a3-26f7bceb237a,2025/3/22,Average,1,1,3,1,2,False,False,False,False,False,False,1,2,3,3,4,False,True,True,True,True,True,True,FALSE,
15593,Clinical Research Coordinators,"Review proposed study protocols to evaluate factors such as sample collection processes, data management plans, or potential subject risks.",82469480-80ce-4fb1-b5a3-26f7bceb237a,2025/3/22,Novice,2,2,4,2,4,False,False,False,False,False,False,1,3,2,4,5,False,True,True,True,True,True,True,FALSE,
15592,Clinical Research Coordinators,Track enrollment status of subjects and document dropout information such as dropout causes and subject contact efforts.,82469480-80ce-4fb1-b5a3-26f7bceb237a,2025/3/22,Average,2,3,4,2,2,False,False,False,False,False,False,1,5,3,4,4,False,False,True,True,True,True,True,FALSE,
15600,Clinical Research Coordinators,Maintain contact with sponsors to schedule and coordinate site visits or to answer questions about issues such as incomplete data.,82469480-80ce-4fb1-b5a3-26f7bceb237a,2025/3/22,Average,2,1,2,1,1,False,False,False,False,False,False,3,5,2,3,4,False,True,True,True,True,True,True,FALSE,
15598,Clinical Research Coordinators,Order drugs or devices necessary for study completion.,82469480-80ce-4fb1-b5a3-26f7bceb237a,2025/3/22,Expert,3,1,2,1,2,True,True,False,False,False,True,1,2,2,1,3,False,False,False,True,True,False,True,,
15590,Clinical Research Coordinators,Contact industry representatives to ensure equipment and software specifications necessary for successful study completion.,82469480-80ce-4fb1-b5a3-26f7bceb237a,2025/3/22,Novice,2,1,2,1,1,False,False,False,False,False,False,1,4,3,4,4,False,True,True,True,True,True,True,FALSE,
11405,Data Entry Keyers,"Locate and correct data entry errors, or report them to supervisors.",be20a981-1bab-43b0-ab9a-016083d1bfd6,2025/3/22,Average,2,4,4,3,5,False,False,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
11402,Data Entry Keyers,"Compile, sort, and verify the accuracy of data before it is entered.",be20a981-1bab-43b0-ab9a-016083d1bfd6,2025/3/22,Expert,2,2,3,2,5,False,False,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
11404,Data Entry Keyers,Store completed documents in appropriate locations.,be20a981-1bab-43b0-ab9a-016083d1bfd6,2025/3/22,Expert,2,2,5,2,5,False,False,False,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
20942,Supply Chain Managers,"Determine appropriate equipment and staffing levels to load, unload, move, or store materials.",a0d8fbea-3799-42da-bf65-9f9eaf85a32f,2025/3/22,Average,5,2,1,1,2,True,True,True,False,False,False,1,2,2,3,3,False,True,False,True,False,True,False,,
15680,Supply Chain Managers,Select transportation routes to maximize economy by combining shipments or consolidating warehousing and distribution.,a0d8fbea-3799-42da-bf65-9f9eaf85a32f,2025/3/22,Expert,3,3,3,1,2,True,False,True,True,False,False,2,3,3,1,2,False,False,False,False,False,False,False,,FALSE
15691,Supply Chain Managers,"Document physical supply chain processes, such as workflows, cycle times, position responsibilities, or system flows.",a0d8fbea-3799-42da-bf65-9f9eaf85a32f,2025/3/22,Average,2,2,3,2,1,False,False,False,False,False,False,2,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
16807,Molecular and Cellular Biologists,Maintain accurate laboratory records and data.,df431447-2c86-4104-bd09-b7de462f20b6,2025/3/22,Expert,2,1,2,1,1,False,False,False,False,False,False,1,1,1,3,3,False,False,True,False,True,False,False,FALSE,
23905,Molecular and Cellular Biologists,"Prepare or review reports, manuscripts, or meeting presentations.",df431447-2c86-4104-bd09-b7de462f20b6,2025/3/22,Average,2,3,3,3,2,False,False,False,False,False,False,1,1,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
16808,Molecular and Cellular Biologists,Instruct undergraduate and graduate students within the areas of cellular or molecular biology.,df431447-2c86-4104-bd09-b7de462f20b6,2025/3/22,Expert,1,1,5,5,4,False,False,False,False,False,False,4,5,1,4,3,True,False,False,True,False,True,False,FALSE,
16814,Molecular and Cellular Biologists,Compile and analyze molecular or cellular experimental data and adjust experimental designs as necessary.,df431447-2c86-4104-bd09-b7de462f20b6,2025/3/22,Expert,2,2,5,5,4,False,False,False,False,False,False,3,1,3,4,4,True,False,True,False,False,True,False,FALSE,
16809,Molecular and Cellular Biologists,Evaluate new technologies to enhance or complement current research.,df431447-2c86-4104-bd09-b7de462f20b6,2025/3/22,Expert,1,1,3,3,3,False,False,False,False,False,False,3,1,2,2,3,True,False,False,False,False,False,False,FALSE,
1301,Database Administrators,"Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.",86630499-736e-49c2-bd50-fefed4b4b219,2025/3/22,Expert,1,3,4,4,1,False,False,False,False,False,False,2,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1299,Database Administrators,Modify existing databases and database management systems or direct programmers and analysts to make changes.,86630499-736e-49c2-bd50-fefed4b4b219,2025/3/22,Average,1,1,1,4,2,False,False,False,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1305,Database Administrators,Specify users and user access levels for each segment of database.,86630499-736e-49c2-bd50-fefed4b4b219,2025/3/22,Average,2,1,2,4,1,False,False,False,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1313,Database Administrators,"Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.",86630499-736e-49c2-bd50-fefed4b4b219,2025/3/22,Novice,2,1,2,3,1,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1314,Database Administrators,"Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.",86630499-736e-49c2-bd50-fefed4b4b219,2025/3/22,Novice,1,1,2,3,1,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20483,"Architects, Except Landscape and Naval",Develop final construction plans that include aesthetic representations of the structure or details for its construction.,a066af82-4006-4b42-bce1-cc872fe0be88,2025/3/22,Expert,2,2,5,3,5,False,False,False,False,False,False,1,4,4,5,4,True,True,True,False,False,True,True,FALSE,
20479,"Architects, Except Landscape and Naval","Prepare scale drawings or architectural designs, using computer-aided design or other tools.",a066af82-4006-4b42-bce1-cc872fe0be88,2025/3/22,Expert,2,2,5,3,5,False,False,False,False,False,False,1,2,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
130,"Architects, Except Landscape and Naval","Prepare information regarding design, structure specifications, materials, color, equipment, estimated costs, or construction time.",a066af82-4006-4b42-bce1-cc872fe0be88,2025/3/22,Expert,3,1,4,2,3,True,True,True,False,False,True,4,5,4,4,3,True,True,True,True,True,True,True,,
136,"Architects, Except Landscape and Naval",Integrate engineering elements into unified architectural designs.,a066af82-4006-4b42-bce1-cc872fe0be88,2025/3/22,Expert,3,1,5,3,3,True,False,True,False,False,True,1,5,4,4,3,False,True,True,True,True,True,True,,
20486,"Architects, Except Landscape and Naval",Plan layouts of structural architectural projects.,a066af82-4006-4b42-bce1-cc872fe0be88,2025/3/22,Expert,3,1,5,4,5,True,True,True,False,True,True,1,5,5,5,4,False,True,True,True,True,True,True,,
134,"Architects, Except Landscape and Naval",Prepare contract documents for building contractors.,a066af82-4006-4b42-bce1-cc872fe0be88,2025/3/22,Expert,2,2,5,4,5,False,False,False,False,False,False,1,5,5,5,3,False,True,True,True,True,True,True,FALSE,
19596,"Architects, Except Landscape and Naval","Plan or design structures such as residences, office buildings, theatres, factories, or other structural properties in accordance with environmental, safety, or other regulations.",a066af82-4006-4b42-bce1-cc872fe0be88,2025/3/22,Expert,2,1,5,2,4,False,False,False,False,False,False,1,5,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
20488,"Architects, Except Landscape and Naval","Create three-dimensional or interactive representations of designs, using computer-assisted design software.",a066af82-4006-4b42-bce1-cc872fe0be88,2025/3/22,Average,2,1,5,5,5,False,False,False,False,False,False,1,5,5,5,3,False,True,True,True,True,True,True,FALSE,
19594,"Architects, Except Landscape and Naval",Gather information related to projects' environmental sustainability or operational efficiency.,a066af82-4006-4b42-bce1-cc872fe0be88,2025/3/22,Average,2,1,5,5,2,False,False,False,False,False,False,2,5,5,5,4,True,True,True,True,True,True,True,FALSE,
14624,Computer and Information Research Scientists,Assign or schedule tasks to meet work priorities and goals.,02d6cb2c-ffc1-4683-bc2a-9232b2e098a5,2025/3/22,Novice,5,2,2,1,3,True,True,True,False,False,False,1,1,1,4,2,False,False,False,False,False,False,False,,FALSE
3226,Advertising and Promotions Managers,"Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to specifications.",140e5503-fb5b-45a0-b1f3-66f330161e88,2025/3/22,Average,5,5,2,1,3,True,True,False,True,False,False,2,4,4,4,4,False,False,False,True,False,False,False,,
3223,Advertising and Promotions Managers,Prepare budgets and submit estimates for program costs as part of campaign plan development.,140e5503-fb5b-45a0-b1f3-66f330161e88,2025/3/22,Average,2,3,2,3,2,False,False,False,False,False,False,2,2,5,1,4,False,True,False,False,False,False,False,FALSE,
3243,Advertising and Promotions Managers,Contact organizations to explain services and facilities offered.,140e5503-fb5b-45a0-b1f3-66f330161e88,2025/3/22,Expert,5,2,2,1,2,False,False,True,False,False,False,3,5,3,3,2,False,False,False,False,False,False,False,,FALSE
3234,Advertising and Promotions Managers,"Read trade journals and professional literature to stay informed on trends, innovations, and changes that affect media planning.",140e5503-fb5b-45a0-b1f3-66f330161e88,2025/3/22,Average,2,1,1,1,2,False,False,False,False,False,False,3,1,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
14642,Software Quality Assurance Analysts and Testers,"Identify, analyze, and document problems with program function, output, online screen, or content.",0341a0e3-926f-4139-a24d-fd9b4ebd3718,2025/3/22,Novice,3,1,3,5,3,False,True,False,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
14649,Software Quality Assurance Analysts and Testers,"Develop or specify standards, methods, or procedures to determine product quality or release readiness.",0341a0e3-926f-4139-a24d-fd9b4ebd3718,2025/3/22,Average,2,4,4,3,3,False,False,False,False,False,False,1,1,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
14658,Software Quality Assurance Analysts and Testers,"Identify program deviance from standards, and suggest modifications to ensure compliance.",0341a0e3-926f-4139-a24d-fd9b4ebd3718,2025/3/22,Novice,2,1,2,2,2,False,False,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
993,Human Resources Managers,"Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.",ab4eeeff-8e09-40c8-9bfa-aec285f105c9,2025/3/22,Expert,4,2,2,1,4,True,False,True,False,False,True,1,1,1,2,3,True,False,False,False,True,True,False,,
16807,Molecular and Cellular Biologists,Maintain accurate laboratory records and data.,489ac0c6-6cbe-4394-9dfe-43fefa96a6f3,2025/3/22,Average,3,2,2,1,3,True,False,True,False,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
23905,Molecular and Cellular Biologists,"Prepare or review reports, manuscripts, or meeting presentations.",489ac0c6-6cbe-4394-9dfe-43fefa96a6f3,2025/3/22,Average,3,2,3,3,2,True,False,True,True,False,False,1,2,3,4,3,False,False,True,False,True,True,True,,
16808,Molecular and Cellular Biologists,Instruct undergraduate and graduate students within the areas of cellular or molecular biology.,489ac0c6-6cbe-4394-9dfe-43fefa96a6f3,2025/3/22,Novice,5,1,2,1,2,True,True,True,True,False,True,4,4,4,4,4,True,False,True,True,False,True,False,,
16814,Molecular and Cellular Biologists,Compile and analyze molecular or cellular experimental data and adjust experimental designs as necessary.,489ac0c6-6cbe-4394-9dfe-43fefa96a6f3,2025/3/22,Average,3,2,4,3,2,True,False,True,True,True,True,1,1,4,4,4,False,True,True,False,True,True,False,,
1250,Credit Analysts,Analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money.,5a1b657e-58d6-4fc6-9ace-1fc8ff0f11df,2025/4/6,Average,3,4,4,4,4,True,True,False,False,False,True,3,3,3,4,3,False,False,True,False,False,True,False,,
1254,Credit Analysts,"Complete loan applications, including credit analyses and summaries of loan requests, and submit to loan committees for approval.",5a1b657e-58d6-4fc6-9ace-1fc8ff0f11df,2025/4/6,Average,3,4,4,2,3,True,True,False,True,False,False,3,4,4,3,3,False,True,True,False,False,True,False,,
1251,Credit Analysts,Prepare reports that include the degree of risk involved in extending credit or lending money.,5a1b657e-58d6-4fc6-9ace-1fc8ff0f11df,2025/4/6,Average,4,3,4,4,4,True,True,True,False,False,True,3,5,4,4,4,True,False,True,False,False,False,True,,
3966,Technical Writers,"Organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.",59bddf39-38e3-426a-9586-ee1266d331be,2025/4/7,Average,5,1,3,1,3,True,True,True,False,False,True,1,1,1,3,3,False,False,True,False,True,True,False,,
3967,Technical Writers,Maintain records and files of work and revisions.,59bddf39-38e3-426a-9586-ee1266d331be,2025/4/7,Expert,1,2,4,3,3,False,False,False,False,False,False,1,4,3,5,5,False,True,True,True,True,True,True,FALSE,
3968,Technical Writers,"Edit, standardize, or make changes to material prepared by other writers or establishment personnel.",59bddf39-38e3-426a-9586-ee1266d331be,2025/4/7,Expert,1,3,5,5,3,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
3971,Technical Writers,"Select photographs, drawings, sketches, diagrams, and charts to illustrate material.",59bddf39-38e3-426a-9586-ee1266d331be,2025/4/7,Average,1,1,4,5,5,False,False,False,False,False,False,1,5,5,5,4,False,True,True,True,True,True,True,FALSE,
20243,Technical Writers,Develop or maintain online help documentation.,59bddf39-38e3-426a-9586-ee1266d331be,2025/4/7,Expert,3,2,5,5,3,True,True,True,True,False,True,1,4,3,5,2,False,False,False,False,False,False,False,,FALSE
3975,Technical Writers,"Arrange for typing, duplication, and distribution of material.",59bddf39-38e3-426a-9586-ee1266d331be,2025/4/7,Average,4,1,5,5,3,True,True,True,True,True,True,1,4,4,5,2,False,False,False,False,False,False,False,,FALSE
3970,Technical Writers,"Review published materials and recommend revisions or changes in scope, format, content, and methods of reproduction and binding.",59bddf39-38e3-426a-9586-ee1266d331be,2025/4/7,Expert,4,1,4,5,1,True,True,True,True,False,True,1,3,4,5,2,False,False,False,False,False,False,False,,FALSE
1318,Network and Computer Systems Administrators,"Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.",b7439943-4fe3-4189-abca-42599d839086,2025/4/7,Expert,4,3,5,2,4,True,True,True,False,False,True,2,2,3,2,2,False,False,False,False,False,False,False,,FALSE
1317,Network and Computer Systems Administrators,Perform data backups and disaster recovery operations.,b7439943-4fe3-4189-abca-42599d839086,2025/4/7,Average,5,1,3,1,2,False,True,True,True,True,True,1,1,4,1,1,False,False,False,False,False,False,False,,FALSE
15206,Network and Computer Systems Administrators,"Configure, monitor, and maintain email applications or virus protection software.",b7439943-4fe3-4189-abca-42599d839086,2025/4/7,Expert,5,1,5,1,3,False,True,False,False,False,True,1,1,2,2,1,False,False,False,False,False,False,False,,FALSE
1325,Network and Computer Systems Administrators,Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future.,b7439943-4fe3-4189-abca-42599d839086,2025/4/7,Expert,5,1,4,1,2,False,True,True,True,False,True,1,1,1,3,1,False,False,False,False,False,False,False,,FALSE
1319,Network and Computer Systems Administrators,"Plan, coordinate, and implement network security measures to protect data, software, and hardware.",b7439943-4fe3-4189-abca-42599d839086,2025/4/7,Expert,5,1,3,1,2,True,True,True,False,False,True,2,2,1,1,2,False,False,False,False,False,False,False,,FALSE
1329,Network and Computer Systems Administrators,Analyze equipment performance records to determine the need for repair or replacement.,b7439943-4fe3-4189-abca-42599d839086,2025/4/7,Expert,5,1,4,3,2,True,True,False,False,False,True,3,3,2,1,3,True,False,False,True,False,False,False,,
1323,Network and Computer Systems Administrators,"Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.",b7439943-4fe3-4189-abca-42599d839086,2025/4/7,Expert,3,1,5,1,2,False,False,False,False,True,False,2,4,5,5,4,False,True,True,True,True,True,False,This task would be great at AI to compile the information across different vendors into one nice presentation. I still think the human element is important in this task.,
1321,Network and Computer Systems Administrators,"Perform routine network startup and shutdown procedures, and maintain control records.",b7439943-4fe3-4189-abca-42599d839086,2025/4/7,Expert,5,1,4,1,2,True,True,True,True,False,True,2,1,1,2,1,False,False,False,False,False,False,False,,FALSE
8956,Statisticians,Analyze and interpret statistical data to identify significant differences in relationships among sources of information.,0a17f303-fb73-4359-b6fd-a49c06ef7bb0,2025/4/8,Average,4,3,5,2,4,True,False,False,False,False,True,4,1,4,3,3,False,False,True,False,True,True,True,,
8955,Statisticians,"Identify relationships and trends in data, as well as any factors that could affect the results of research.",0a17f303-fb73-4359-b6fd-a49c06ef7bb0,2025/4/8,Expert,4,2,4,3,4,True,False,True,False,False,True,2,2,4,3,3,False,True,True,False,True,False,True,,
8953,Statisticians,"Report results of statistical analyses, including information in the form of graphs, charts, and tables.",0a17f303-fb73-4359-b6fd-a49c06ef7bb0,2025/4/8,Expert,5,2,3,1,2,True,True,True,True,False,True,2,1,3,1,2,False,False,False,False,False,False,False,,FALSE
8954,Statisticians,"Process large amounts of data for statistical modeling and graphic analysis, using computers.",0a17f303-fb73-4359-b6fd-a49c06ef7bb0,2025/4/8,Average,5,2,3,2,2,True,True,False,False,False,True,2,1,1,2,2,False,False,False,False,False,False,False,,FALSE
5161,Proofreaders and Copy Markers,"Compare information or figures on one record against same data on other records, or with original copy, to detect errors.",ba2987ef-4900-415a-907a-d02c22accda8,2025/4/8,Novice,3,1,2,1,4,True,False,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
5163,Proofreaders and Copy Markers,"Route proofs with marked corrections to authors, editors, typists, or typesetters for correction or reprinting.",ba2987ef-4900-415a-907a-d02c22accda8,2025/4/8,Novice,2,2,3,1,4,False,False,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
21447,Compliance Officers,"Evaluate applications, records, or documents to gather information about eligibility or liability issues.",c41569a3-1366-4404-8cdf-df0a7ec9cb9f,2025/4/8,Average,4,1,3,1,2,True,False,False,False,False,False,1,2,4,3,3,False,False,False,True,False,False,True,,
774,Legal Secretaries and Administrative Assistants,"Complete various forms, such as accident reports, trial and courtroom requests, and applications for clients.",5ab527b5-eb7a-443a-bcfd-89347fc87223,2025/4/9,Average,3,1,1,1,1,True,True,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
14649,Software Quality Assurance Analysts and Testers,"Develop or specify standards, methods, or procedures to determine product quality or release readiness.",50cb1d2f-60bc-48cb-a880-9e29684a5c32,2025/4/9,Average,4,2,3,2,3,True,False,False,False,False,True,1,3,3,4,4,True,False,True,False,True,True,True,,
14643,Software Quality Assurance Analysts and Testers,Monitor bug resolution efforts and track successes.,50cb1d2f-60bc-48cb-a880-9e29684a5c32,2025/4/9,Average,5,2,3,1,2,True,False,False,False,False,True,1,3,2,3,3,True,False,True,False,False,True,False,,
14650,Software Quality Assurance Analysts and Testers,Update automated test scripts to ensure currency.,50cb1d2f-60bc-48cb-a880-9e29684a5c32,2025/4/9,Average,4,2,4,2,3,True,False,False,False,False,True,1,4,2,3,3,True,True,True,True,True,True,True,,
16199,Video Game Designers,Balance and adjust gameplay experiences to ensure the critical and commercial success of the product.,13d8a05d-c6b5-4695-9d33-e2ce740b8ce9,2025/4/9,Average,2,4,4,5,3,False,False,False,False,False,False,3,5,5,5,4,True,False,True,False,True,False,False,FALSE,
16208,Video Game Designers,"Devise missions, challenges, or puzzles to be encountered in game play.",13d8a05d-c6b5-4695-9d33-e2ce740b8ce9,2025/4/9,Expert,1,2,5,2,5,False,False,False,False,False,False,2,1,4,3,1,False,False,False,False,False,False,False,FALSE,FALSE
16217,Video Game Designers,"Create core game features, including storylines, role-play mechanics, and character biographies for a new video game or game franchise.",13d8a05d-c6b5-4695-9d33-e2ce740b8ce9,2025/4/9,Expert,1,4,5,4,5,False,False,False,False,False,False,4,2,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
16809,Molecular and Cellular Biologists,Evaluate new technologies to enhance or complement current research.,489ac0c6-6cbe-4394-9dfe-43fefa96a6f3,2025/3/22,Average,3,1,3,3,2,True,False,True,False,True,False,1,1,4,4,3,False,True,True,False,True,True,False,,
15983,Financial Quantitative Analysts,Provide application or analytical support to researchers or traders on issues such as valuations or data.,3fb88e4d-e18a-45d2-9930-c9c1f3a36dfc,2025/3/22,Expert,5,2,4,4,3,True,False,False,False,False,True,1,3,1,3,3,False,False,True,True,True,True,True,,
21917,Architectural and Civil Drafters,"Produce drawings, using computer-assisted drafting systems (CAD) or drafting machines, or by hand, using compasses, dividers, protractors, triangles, and other drafting devices.",3659b326-5a9f-4297-b3dd-4680874f9925,2025/3/22,Expert,2,4,4,5,3,False,False,False,False,False,False,1,3,1,5,4,False,True,True,True,True,True,True,FALSE,
21918,Architectural and Civil Drafters,"Draft plans and detailed drawings for structures, installations, and construction projects, such as highways, sewage disposal systems, and dikes, working from sketches or notes.",3659b326-5a9f-4297-b3dd-4680874f9925,2025/3/22,Average,3,2,2,3,2,True,True,False,False,True,False,2,2,3,3,2,False,False,False,False,False,False,False,,FALSE
21919,Architectural and Civil Drafters,"Coordinate structural, electrical, and mechanical designs and determine a method of presentation to graphically represent building plans.",3659b326-5a9f-4297-b3dd-4680874f9925,2025/3/22,Novice,2,1,2,2,3,False,False,False,False,False,False,1,4,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
21920,Architectural and Civil Drafters,"Analyze building codes, by-laws, space and site requirements, and other technical documents and reports to determine their effect on architectural designs.",3659b326-5a9f-4297-b3dd-4680874f9925,2025/3/22,Novice,3,1,3,3,2,False,True,False,True,True,False,1,3,3,4,3,False,True,True,True,True,True,False,,
21924,Architectural and Civil Drafters,"Determine the order of work and method of presentation, such as orthographic or isometric drawing.",3659b326-5a9f-4297-b3dd-4680874f9925,2025/3/22,Expert,1,1,4,2,5,False,False,False,False,False,False,1,4,1,5,1,False,False,False,False,False,False,False,FALSE,FALSE
21926,Architectural and Civil Drafters,"Draw rough and detailed scale plans for foundations, buildings, and structures, based on preliminary concepts, sketches, engineering calculations, specification sheets, and other data.",3659b326-5a9f-4297-b3dd-4680874f9925,2025/3/22,Expert,1,1,5,4,5,False,False,False,False,False,False,3,5,4,5,2,False,False,False,False,False,False,False,FALSE,FALSE
21937,Architectural and Civil Drafters,Prepare colored drawings of landscape and interior designs for presentation to client.,3659b326-5a9f-4297-b3dd-4680874f9925,2025/3/22,Expert,1,1,5,4,5,False,False,False,False,False,False,1,5,3,5,5,False,False,True,True,True,True,False,FALSE,
16168,Information Technology Project Managers,"Prepare project status reports by collecting, analyzing, and summarizing information and trends.",69bd9b91-6895-4651-be42-da136f8c5064,2025/3/22,Expert,1,3,2,1,1,False,False,False,False,False,False,2,4,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
16157,Information Technology Project Managers,Monitor or track project milestones and deliverables.,69bd9b91-6895-4651-be42-da136f8c5064,2025/3/22,Expert,2,1,2,2,2,False,False,False,False,False,False,2,2,2,2,3,False,False,False,True,False,False,False,FALSE,
16159,Information Technology Project Managers,"Initiate, review, or approve modifications to project plans.",69bd9b91-6895-4651-be42-da136f8c5064,2025/3/22,Expert,4,2,4,1,3,False,True,True,False,False,False,2,4,3,4,3,False,True,True,True,False,False,False,,
14623,Computer and Information Research Scientists,Analyze problems to develop solutions involving computer hardware and software.,e19998e9-9ae9-4480-82a7-73bd07e3d564,2025/3/23,Expert,4,3,4,3,3,True,True,True,False,False,True,1,1,1,4,3,False,True,True,True,False,False,False,,
14626,Computer and Information Research Scientists,"Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.",e19998e9-9ae9-4480-82a7-73bd07e3d564,2025/3/23,Expert,2,4,4,3,3,False,False,False,False,False,False,1,4,4,4,4,False,True,True,False,True,False,True,FALSE,
14633,Computer and Information Research Scientists,Design computers and the software that runs them.,e19998e9-9ae9-4480-82a7-73bd07e3d564,2025/3/23,Expert,2,3,3,3,3,False,False,False,False,False,False,1,4,4,4,4,False,True,True,True,True,False,True,FALSE,
14670,Computer Systems Engineers/Architects,Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.,36960194-49bb-4dfc-9e4f-fc1da8ac7325,2025/3/23,Novice,3,2,3,1,3,True,True,True,False,False,False,2,3,3,2,3,False,True,False,False,True,False,True,,
14673,Computer Systems Engineers/Architects,"Identify system data, hardware, or software components required to meet user needs.",36960194-49bb-4dfc-9e4f-fc1da8ac7325,2025/3/23,Novice,2,3,3,3,2,False,False,False,False,False,False,3,2,3,3,3,True,True,True,False,False,False,False,FALSE,
14686,Computer Systems Engineers/Architects,"Research, test, or verify proper functioning of software patches and fixes.",36960194-49bb-4dfc-9e4f-fc1da8ac7325,2025/3/23,Average,2,3,3,3,2,False,False,False,False,False,False,2,3,2,2,3,False,False,False,False,False,False,False,FALSE,
14623,Computer and Information Research Scientists,Analyze problems to develop solutions involving computer hardware and software.,306c5b28-fcbf-405b-ae5e-a16cebc6beaa,2025/3/23,Expert,5,4,3,1,4,True,True,False,True,False,True,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
14624,Computer and Information Research Scientists,Assign or schedule tasks to meet work priorities and goals.,306c5b28-fcbf-405b-ae5e-a16cebc6beaa,2025/3/23,Average,4,1,3,2,1,True,True,True,True,True,False,1,2,2,2,3,False,False,False,False,False,True,False,,
14633,Computer and Information Research Scientists,Design computers and the software that runs them.,306c5b28-fcbf-405b-ae5e-a16cebc6beaa,2025/3/23,Average,4,1,1,1,4,False,True,True,False,False,True,2,1,1,2,2,False,False,False,False,False,False,False,,FALSE
1274,Computer Programmers,Write or contribute to instructions or manuals to guide end users.,225052ca-806a-4afa-a2f3-73a77e14b4a8,2025/3/23,Average,4,1,2,1,2,True,False,False,False,False,False,1,2,2,4,2,False,False,False,False,False,False,False,,FALSE
1267,Computer Programmers,Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.,225052ca-806a-4afa-a2f3-73a77e14b4a8,2025/3/23,Average,4,2,4,3,2,False,False,False,False,True,False,1,3,2,5,2,False,False,False,False,False,False,False,,FALSE
1273,Computer Programmers,"Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.",225052ca-806a-4afa-a2f3-73a77e14b4a8,2025/3/23,Average,3,2,3,3,3,False,False,False,False,False,True,2,3,4,5,3,False,True,True,False,False,False,False,,
3409,Loan Officers,"Analyze applicants' financial status, credit, and property evaluations to determine feasibility of granting loans.",d7f1c7f9-3d41-4657-8a1a-c8395d702a8e,2025/3/23,Expert,2,4,4,2,5,False,False,False,False,False,False,1,2,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
3407,Loan Officers,"Approve loans within specified limits, and refer loan applications outside those limits to management for approval.",d7f1c7f9-3d41-4657-8a1a-c8395d702a8e,2025/3/23,Expert,2,4,4,3,5,False,False,False,False,False,False,1,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
3416,Loan Officers,Submit applications to credit analysts for verification and recommendation.,d7f1c7f9-3d41-4657-8a1a-c8395d702a8e,2025/3/23,Expert,4,4,3,1,3,True,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
3413,Loan Officers,Review loan agreements to ensure that they are complete and accurate according to policy.,d7f1c7f9-3d41-4657-8a1a-c8395d702a8e,2025/3/23,Expert,3,4,3,1,2,True,True,True,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
3412,Loan Officers,Review and update credit and loan files.,d7f1c7f9-3d41-4657-8a1a-c8395d702a8e,2025/3/23,Expert,3,3,3,1,2,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
3411,Loan Officers,"Obtain and compile copies of loan applicants' credit histories, corporate financial statements, and other financial information.",d7f1c7f9-3d41-4657-8a1a-c8395d702a8e,2025/3/23,Novice,3,5,2,1,2,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
11370,"Production, Planning, and Expediting Clerks",Distribute production schedules or work orders to departments.,f5b0794f-60ab-4c7f-9ac5-d97e4f192001,2025/3/23,Expert,1,1,5,5,5,False,False,False,False,False,False,1,3,3,5,4,True,True,True,True,False,False,False,FALSE,
11363,"Production, Planning, and Expediting Clerks","Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.",f5b0794f-60ab-4c7f-9ac5-d97e4f192001,2025/3/23,Expert,3,3,5,2,4,True,True,True,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
11368,"Production, Planning, and Expediting Clerks",Requisition and maintain inventories of materials or supplies necessary to meet production demands.,f5b0794f-60ab-4c7f-9ac5-d97e4f192001,2025/3/23,Expert,3,5,5,5,5,False,True,False,False,False,True,1,3,2,3,2,False,False,False,False,False,False,False,,FALSE
16135,Business Intelligence Analysts,"Maintain library of model documents, templates, or other reusable knowledge assets.",fda21eb8-f9e5-4f6d-bf47-e8221578d5f0,2025/3/23,Expert,3,1,3,1,1,True,True,True,False,False,False,3,1,3,3,3,True,False,True,False,True,True,False,,
16146,Business Intelligence Analysts,"Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.",fda21eb8-f9e5-4f6d-bf47-e8221578d5f0,2025/3/23,Novice,3,2,3,3,2,True,False,True,False,False,True,3,3,2,2,3,False,False,False,False,False,False,False,,
16136,Business Intelligence Analysts,"Identify or monitor current and potential customers, using business intelligence tools.",fda21eb8-f9e5-4f6d-bf47-e8221578d5f0,2025/3/23,Expert,3,3,3,1,3,True,True,True,False,False,True,4,2,2,3,3,True,True,False,False,False,False,False,,
16786,Bioinformatics Scientists,Develop new software applications or customize existing applications to meet specific scientific project needs.,5739c306-50b1-4d60-8170-b7973595d1fe,2025/3/23,Average,2,3,4,2,5,False,False,False,False,False,False,1,3,4,4,3,False,True,True,False,True,True,True,FALSE,
16795,Bioinformatics Scientists,"Analyze large molecular datasets, such as raw microarray data, genomic sequence data, or proteomics data, for clinical or basic research purposes.",5739c306-50b1-4d60-8170-b7973595d1fe,2025/3/23,Novice,1,3,4,3,3,False,False,False,False,False,False,1,2,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
16783,Bioinformatics Scientists,Instruct others in the selection and use of bioinformatics tools.,5739c306-50b1-4d60-8170-b7973595d1fe,2025/3/23,Average,4,1,1,2,2,True,True,True,True,True,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
14722,Web Developers,"Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.",9f50683c-2632-46d3-9a54-fd0a3eaa7b09,2025/3/23,Expert,4,4,4,1,5,False,True,False,False,True,True,4,2,3,3,2,False,False,False,False,False,False,False,,FALSE
14698,Web Developers,Back up files from Web sites to local directories for instant recovery in case of problems.,9f50683c-2632-46d3-9a54-fd0a3eaa7b09,2025/3/23,Average,5,1,2,1,2,False,True,True,False,False,False,2,2,2,1,1,False,False,False,False,False,False,False,,FALSE
14695,Web Developers,Perform or direct Web site updates.,9f50683c-2632-46d3-9a54-fd0a3eaa7b09,2025/3/23,Expert,2,3,3,1,5,False,False,False,False,False,False,2,1,2,1,3,False,True,False,True,True,False,False,FALSE,
21321,Financial Managers,Develop or analyze information to assess the current or future financial status of firms.,8ab425e6-c347-40f6-bd2b-58d79c22325c,2025/3/23,Average,4,2,5,3,4,False,False,True,False,False,False,1,3,4,5,3,False,True,False,False,False,True,False,,
21329,Financial Managers,Review reports of securities transactions or price lists to analyze market conditions.,8ab425e6-c347-40f6-bd2b-58d79c22325c,2025/3/23,Average,3,1,5,3,4,True,False,True,False,False,False,1,2,3,5,2,False,False,False,False,False,False,False,,FALSE
21314,Financial Managers,Prepare operational or risk reports for management analysis.,8ab425e6-c347-40f6-bd2b-58d79c22325c,2025/3/23,Average,3,1,4,3,4,False,False,False,False,False,True,1,3,3,5,4,False,True,False,False,False,True,False,,
8957,Statisticians,"Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.",b3a862fb-0eda-4cbe-885e-0a881a5b1882,2025/3/23,Expert,2,2,4,2,4,False,False,False,False,False,False,2,2,2,3,3,False,False,True,False,False,False,False,FALSE,
8954,Statisticians,"Process large amounts of data for statistical modeling and graphic analysis, using computers.",b3a862fb-0eda-4cbe-885e-0a881a5b1882,2025/3/23,Expert,2,3,3,2,3,False,False,False,False,False,False,1,2,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
14642,Software Quality Assurance Analysts and Testers,"Identify, analyze, and document problems with program function, output, online screen, or content.",a1ba612d-f7a2-410f-9c02-7291d4079eb4,2025/3/23,Expert,4,5,4,2,3,True,False,True,False,False,True,2,2,2,3,3,False,True,False,False,False,False,True,,
14641,Software Quality Assurance Analysts and Testers,"Document software defects, using a bug tracking system, and report defects to software developers.",a1ba612d-f7a2-410f-9c02-7291d4079eb4,2025/3/23,Expert,4,4,5,3,3,False,False,False,False,False,False,3,2,5,3,3,True,False,False,True,False,False,True,,
14640,Software Quality Assurance Analysts and Testers,"Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.",a1ba612d-f7a2-410f-9c02-7291d4079eb4,2025/3/23,Expert,4,4,4,2,2,True,False,False,False,False,True,3,2,3,2,4,True,False,False,False,True,False,False,,
14638,Software Quality Assurance Analysts and Testers,"Design test plans, scenarios, scripts, or procedures.",a1ba612d-f7a2-410f-9c02-7291d4079eb4,2025/3/23,Expert,3,5,4,3,2,False,False,True,False,False,True,3,4,4,3,5,True,False,False,False,False,False,False,,
14648,Software Quality Assurance Analysts and Testers,Document test procedures to ensure replicability and compliance with standards.,a1ba612d-f7a2-410f-9c02-7291d4079eb4,2025/3/23,Expert,2,5,4,3,2,False,False,False,False,False,False,3,4,3,4,4,True,False,False,False,False,True,False,FALSE,
14653,Software Quality Assurance Analysts and Testers,Provide feedback and recommendations to developers on software usability and functionality.,a1ba612d-f7a2-410f-9c02-7291d4079eb4,2025/3/23,Expert,4,4,4,2,3,True,False,False,True,False,False,2,4,3,3,4,True,False,False,False,False,True,False,,
14652,Software Quality Assurance Analysts and Testers,"Install, maintain, or use software testing programs.",a1ba612d-f7a2-410f-9c02-7291d4079eb4,2025/3/23,Expert,4,4,4,3,2,True,True,True,True,False,False,1,3,3,3,4,True,True,False,False,False,False,False,,
14639,Software Quality Assurance Analysts and Testers,Test system modifications to prepare for implementation.,a1ba612d-f7a2-410f-9c02-7291d4079eb4,2025/3/23,Expert,3,4,4,1,2,False,True,False,True,True,False,1,2,3,3,4,False,False,False,False,False,False,False,,
14644,Software Quality Assurance Analysts and Testers,Create or maintain databases of known test defects.,a1ba612d-f7a2-410f-9c02-7291d4079eb4,2025/3/23,Expert,3,4,3,1,2,False,False,True,False,True,True,1,2,3,4,2,False,False,False,False,False,False,False,,FALSE
14649,Software Quality Assurance Analysts and Testers,"Develop or specify standards, methods, or procedures to determine product quality or release readiness.",a1ba612d-f7a2-410f-9c02-7291d4079eb4,2025/3/23,Expert,4,4,4,2,3,True,False,True,False,True,False,2,3,3,3,3,True,False,True,False,False,False,False,,
18090,Health Informatics Specialists,"Translate nursing practice information between nurses and systems engineers, analysts, or designers, using object-oriented models or other techniques.",e78f7c5a-c929-4757-aca3-918163a10c6c,2025/3/23,Average,4,3,2,2,4,True,False,True,False,False,False,1,3,1,3,2,False,False,False,False,False,False,False,,FALSE
9354,Photographers,"Perform general office duties, such as scheduling appointments, keeping books, and ordering supplies.",852bd8d2-26d9-491a-9ab3-f43acce2214d,2025/3/23,Average,5,2,2,1,1,True,True,True,True,True,True,4,3,3,4,4,True,True,True,True,True,True,True,,
18088,Health Informatics Specialists,"Design, develop, select, test, implement, and evaluate new or modified informatics solutions, data structures, and decision-support mechanisms to support patients, health care professionals, and their information management and human-computer and human-technology interactions within health care contexts.",e78f7c5a-c929-4757-aca3-918163a10c6c,2025/3/23,Expert,4,4,3,1,3,True,False,True,False,False,True,3,3,3,3,2,False,False,False,False,False,False,False,,FALSE
18094,Health Informatics Specialists,"Analyze and interpret patient, nursing, or information systems data to improve nursing services.",e78f7c5a-c929-4757-aca3-918163a10c6c,2025/3/23,Expert,3,4,4,2,3,True,False,True,False,False,True,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
18101,Health Informatics Specialists,"Identify, collect, record, or analyze data relevant to the nursing care of patients.",e78f7c5a-c929-4757-aca3-918163a10c6c,2025/3/23,Expert,4,2,4,2,4,True,False,True,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
18100,Health Informatics Specialists,"Develop strategies, policies or procedures for introducing, evaluating, or modifying information technology applied to nursing practice, administration, education, or research.",e78f7c5a-c929-4757-aca3-918163a10c6c,2025/3/23,Average,3,3,3,3,3,True,False,True,False,False,False,3,2,2,2,2,False,False,False,False,False,False,False,,FALSE
21320,Financial Managers,"Prepare financial or regulatory reports required by laws, regulations, or boards of directors.",cfb7504b-0434-404d-897b-8c10b9961b1c,2025/3/23,Novice,4,2,1,3,3,False,True,False,True,True,False,2,5,4,4,2,False,False,False,False,False,False,False,,FALSE
21329,Financial Managers,Review reports of securities transactions or price lists to analyze market conditions.,cfb7504b-0434-404d-897b-8c10b9961b1c,2025/3/23,Average,5,1,3,5,5,True,False,False,False,False,True,4,2,5,5,5,False,False,False,False,False,False,False,,
15731,Online Merchants,"Receive and process payments from customers, using electronic transaction services.",c8ab82a6-ce6d-42be-b0cf-8993694cfbef,2025/3/23,Average,5,2,3,4,3,True,False,False,False,False,True,2,2,2,3,3,False,False,False,True,True,True,False,,
15710,Online Merchants,"Create, manage, or automate orders or invoices, using order management or invoicing software.",c8ab82a6-ce6d-42be-b0cf-8993694cfbef,2025/3/23,Average,5,2,3,1,3,True,False,True,False,False,True,1,2,2,2,5,False,True,True,False,True,True,True,,
15709,Online Merchants,Deliver e-mail confirmation of completed transactions and shipment.,c8ab82a6-ce6d-42be-b0cf-8993694cfbef,2025/3/23,Average,3,3,3,1,4,True,False,True,False,False,True,4,2,2,3,4,True,True,True,True,True,True,True,,
15730,Online Merchants,"Calculate purchase subtotals, taxes, and shipping costs for submission to customers.",c8ab82a6-ce6d-42be-b0cf-8993694cfbef,2025/3/23,Average,1,3,3,3,5,False,False,False,False,False,False,1,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
15734,Online Merchants,"Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.",c8ab82a6-ce6d-42be-b0cf-8993694cfbef,2025/3/23,Average,5,3,3,3,2,False,False,True,True,True,True,3,3,2,3,3,False,True,True,False,True,True,False,,
15735,Online Merchants,"Calculate revenue, sales, and expenses, using financial accounting or spreadsheet software.",c8ab82a6-ce6d-42be-b0cf-8993694cfbef,2025/3/23,Novice,5,2,1,5,2,True,True,False,True,True,True,1,2,3,3,2,False,False,False,False,False,False,False,,FALSE
15714,Online Merchants,Cancel orders based on customer requests or inventory or delivery problems.,c8ab82a6-ce6d-42be-b0cf-8993694cfbef,2025/3/23,Average,5,1,2,2,1,True,False,False,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,,FALSE
15732,Online Merchants,"Prepare or organize online storefront marketing material, including product descriptions or subject lines, optimizing content to search engine criteria.",c8ab82a6-ce6d-42be-b0cf-8993694cfbef,2025/3/23,Novice,2,2,2,3,2,False,False,False,False,False,False,1,3,2,2,4,True,False,True,False,True,True,False,FALSE,
15704,Online Merchants,Order or purchase merchandise to maintain optimal inventory levels.,c8ab82a6-ce6d-42be-b0cf-8993694cfbef,2025/3/23,Average,2,2,3,4,2,False,False,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
15711,Online Merchants,Create or maintain database of customer accounts.,c8ab82a6-ce6d-42be-b0cf-8993694cfbef,2025/3/23,Novice,5,1,1,2,2,False,True,True,True,True,True,2,2,1,3,2,False,False,False,False,False,False,False,,FALSE
23325,Insurance Claims and Policy Processing Clerks,"Examine letters from policyholders or agents, original insurance applications, and other company documents to determine if changes are needed and effects of changes.",10aab550-03b1-4145-89d4-8b9fc9b1a294,2025/3/23,Average,4,1,2,2,3,True,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
14713,Web Developers,"Respond to user email inquiries, or set up automated systems to send responses.",1b5a339a-f2aa-46cf-8f24-cd81494172b7,2025/3/23,Novice,4,1,1,1,2,True,False,True,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,,FALSE
14708,Web Developers,Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.,1b5a339a-f2aa-46cf-8f24-cd81494172b7,2025/3/23,Novice,3,2,2,2,2,False,False,True,False,False,True,2,3,3,4,2,False,False,False,False,False,False,False,,FALSE
14710,Web Developers,"Perform Web site tests according to planned schedules, or after any Web site or product revision.",1b5a339a-f2aa-46cf-8f24-cd81494172b7,2025/3/23,Novice,3,1,2,1,2,True,True,True,False,False,False,1,3,1,3,2,False,False,False,False,False,False,False,,FALSE
16252,Biostatisticians,Prepare tables and graphs to present clinical data or results.,e53e3180-32f4-44e3-90d8-a3beecfb3d2f,2025/3/23,Average,5,3,3,5,3,False,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
1148,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Monitor shipments to ensure that goods come in on time, and resolve problems related to undelivered goods.",283297cd-2e70-4392-b61f-aff1fea24374,2025/3/23,Novice,2,4,4,1,3,False,False,False,False,False,False,4,4,5,5,4,True,True,True,True,True,False,False,FALSE,
1153,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Study sales records and inventory levels of current stock to develop strategic purchasing programs that facilitate employee access to supplies.,283297cd-2e70-4392-b61f-aff1fea24374,2025/3/23,Novice,2,5,5,1,4,False,False,False,False,False,False,5,4,5,5,4,True,True,True,True,True,True,False,FALSE,
21078,Legal Secretaries and Administrative Assistants,"Prepare, proofread, or process legal documents, such as summonses, subpoenas, complaints, appeals, motions, or pretrial agreements.",d04b6b24-715d-43e9-9ad4-0a795074513b,2025/3/23,Expert,1,4,4,3,3,False,False,False,False,False,False,4,1,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
766,Legal Secretaries and Administrative Assistants,Schedule and make appointments.,d04b6b24-715d-43e9-9ad4-0a795074513b,2025/3/23,Expert,4,1,1,1,1,True,True,False,False,False,False,1,2,2,4,2,False,False,False,False,False,False,False,,FALSE
768,Legal Secretaries and Administrative Assistants,"Organize and maintain law libraries, documents, and case files.",d04b6b24-715d-43e9-9ad4-0a795074513b,2025/3/23,Expert,2,1,1,1,1,False,False,False,False,False,False,4,2,2,3,5,True,False,True,True,True,True,False,FALSE,
771,Legal Secretaries and Administrative Assistants,Draft and type office memos.,d04b6b24-715d-43e9-9ad4-0a795074513b,2025/3/23,Average,1,1,1,1,1,False,False,False,False,False,False,1,2,1,2,3,False,False,True,False,True,True,False,FALSE,
774,Legal Secretaries and Administrative Assistants,"Complete various forms, such as accident reports, trial and courtroom requests, and applications for clients.",d04b6b24-715d-43e9-9ad4-0a795074513b,2025/3/23,Expert,2,3,3,3,3,False,False,False,False,False,False,1,2,2,2,3,False,False,True,False,True,True,False,FALSE,
16793,Bioinformatics Scientists,"Manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.",dcac5e22-2941-4c5b-8abc-1013dcb4d28f,2025/3/23,Expert,4,1,2,3,2,True,True,False,False,False,False,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
16790,Bioinformatics Scientists,Create novel computational approaches and analytical tools as required by research goals.,dcac5e22-2941-4c5b-8abc-1013dcb4d28f,2025/3/23,Expert,2,2,4,4,5,False,False,False,False,False,False,1,2,3,5,4,False,False,True,False,True,True,False,FALSE,
16795,Bioinformatics Scientists,"Analyze large molecular datasets, such as raw microarray data, genomic sequence data, or proteomics data, for clinical or basic research purposes.",dcac5e22-2941-4c5b-8abc-1013dcb4d28f,2025/3/23,Expert,3,1,2,3,2,True,True,False,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
20558,Photographers,"Transfer photographs to computers for editing, archiving, and electronic transmission.",852bd8d2-26d9-491a-9ab3-f43acce2214d,2025/3/23,Average,5,1,2,1,1,True,False,False,False,False,False,4,4,3,5,4,True,True,True,True,True,True,False,,
9352,Photographers,"Manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.",852bd8d2-26d9-491a-9ab3-f43acce2214d,2025/3/23,Average,5,1,2,1,1,True,True,True,True,False,False,2,1,5,5,3,True,True,True,True,True,True,False,,
9357,Photographers,"Enhance, retouch, and resize photographs and negatives, using airbrushing and other techniques.",852bd8d2-26d9-491a-9ab3-f43acce2214d,2025/3/23,Average,5,1,2,1,1,True,True,True,True,False,False,1,1,4,4,3,True,True,True,True,True,True,False,,
9350,Photographers,Review sets of photographs to select the best work.,852bd8d2-26d9-491a-9ab3-f43acce2214d,2025/3/23,Average,5,1,1,1,1,True,True,True,True,False,False,2,1,4,4,3,False,False,False,False,False,False,False,,
16168,Information Technology Project Managers,"Prepare project status reports by collecting, analyzing, and summarizing information and trends.",ddc4f45b-bbfa-435a-81b2-31195a0998a9,2025/3/23,Average,4,1,3,2,1,True,False,True,True,False,False,2,2,3,3,3,False,True,True,True,True,False,False,,
1267,Computer Programmers,Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.,ecfc0a97-4911-4040-aebf-ec835b7b6509,2025/3/23,Average,3,3,3,3,3,True,True,True,True,True,True,3,3,3,3,3,True,False,False,True,False,False,False,,
21049,Computer Programmers,Develop Web sites.,ecfc0a97-4911-4040-aebf-ec835b7b6509,2025/3/23,Average,3,3,3,3,3,False,False,True,False,True,False,3,3,3,3,3,False,False,False,False,False,False,False,,
21522,Accountants and Auditors,"Evaluate taxpayer finances to determine tax liability, using knowledge of interest and discount rates, annuities, valuation of stocks and bonds, and amortization valuation of depletable assets.",28ffa447-2c08-426d-afbb-a59ed799fa2d,2025/4/6,Expert,4,4,4,2,2,True,True,True,True,False,False,3,3,4,3,3,False,True,True,False,False,False,False,,
16284,Clinical Data Managers,"Process clinical data, including receipt, entry, verification, or filing of information.",7051583b-24dd-4d79-9135-7d8e299fffef,2025/4/7,Expert,5,4,4,2,2,False,True,True,True,True,False,2,2,2,2,4,False,True,True,True,False,False,False,,
16280,Clinical Data Managers,"Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.",7051583b-24dd-4d79-9135-7d8e299fffef,2025/4/7,Expert,4,4,4,1,2,False,True,True,False,False,True,2,2,3,3,3,False,True,True,False,False,False,True,,
16283,Clinical Data Managers,Analyze clinical data using appropriate statistical tools.,7051583b-24dd-4d79-9135-7d8e299fffef,2025/4/7,Expert,4,4,4,2,2,True,True,False,False,False,True,3,2,3,2,3,True,False,False,False,True,False,True,,
4618,Telemarketers,"Deliver prepared sales talks, reading from scripts that describe products or services, to persuade potential customers to purchase a product or service or to make a donation.",60ddba80-1b17-4ec1-a0db-cbb88ab0d625,2025/4/7,Expert,1,1,2,4,2,False,False,False,False,False,False,2,5,4,4,5,False,True,True,True,False,False,True,FALSE,
4620,Telemarketers,"Explain products or services and prices, and answer questions from customers.",60ddba80-1b17-4ec1-a0db-cbb88ab0d625,2025/4/7,Expert,1,2,4,5,3,False,False,False,False,False,False,2,4,4,3,4,False,True,True,True,False,False,True,FALSE,
4622,Telemarketers,"Record names, addresses, purchases, and reactions of prospects contacted.",60ddba80-1b17-4ec1-a0db-cbb88ab0d625,2025/4/7,Expert,1,3,4,5,3,False,False,False,False,False,False,2,5,5,4,3,False,True,True,True,False,True,True,FALSE,
4628,Telemarketers,Schedule appointments for sales representatives to meet with prospective customers or for customers to attend sales presentations.,60ddba80-1b17-4ec1-a0db-cbb88ab0d625,2025/4/7,Expert,1,2,4,5,3,False,False,False,False,False,False,1,5,5,4,4,False,True,True,True,True,True,True,FALSE,
4620,Telemarketers,"Explain products or services and prices, and answer questions from customers.",3cc0edf0-cae3-466c-b8a8-f91790130583,2025/4/8,Average,5,1,1,1,1,True,True,True,True,False,True,1,3,1,2,2,False,False,False,False,False,False,False,,FALSE
3966,Technical Writers,"Organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.",8086fb04-3256-4e0a-81d6-96274e3676c5,2025/4/8,Expert,4,4,4,1,5,True,False,True,False,False,True,2,4,3,4,2,False,False,False,False,False,False,False,,FALSE
3971,Technical Writers,"Select photographs, drawings, sketches, diagrams, and charts to illustrate material.",8086fb04-3256-4e0a-81d6-96274e3676c5,2025/4/8,Average,5,2,2,1,2,False,False,False,False,False,True,2,4,2,2,3,False,False,False,False,True,True,False,,
3975,Technical Writers,"Arrange for typing, duplication, and distribution of material.",8086fb04-3256-4e0a-81d6-96274e3676c5,2025/4/8,Expert,5,3,3,1,3,False,False,True,False,False,True,1,2,1,3,2,False,False,False,False,False,False,False,,FALSE
3977,Technical Writers,Analyze developments in specific field to determine need for revisions in previously published materials and development of new material.,8086fb04-3256-4e0a-81d6-96274e3676c5,2025/4/8,Average,3,3,3,3,3,False,False,False,False,False,True,3,2,2,3,2,False,False,False,False,False,False,False,,FALSE
3970,Technical Writers,"Review published materials and recommend revisions or changes in scope, format, content, and methods of reproduction and binding.",8086fb04-3256-4e0a-81d6-96274e3676c5,2025/4/8,Expert,1,2,5,5,5,False,False,False,False,False,False,4,1,5,5,1,False,False,False,False,False,False,False,FALSE,FALSE
21449,Compliance Officers,"Prepare reports of activities, evaluations, recommendations, or decisions.",c41569a3-1366-4404-8cdf-df0a7ec9cb9f,2025/4/8,Average,3,4,4,3,2,False,True,False,True,False,False,1,3,4,5,4,False,False,False,True,False,False,True,,
14717,Web Developers,Establish appropriate server directory trees.,dd6060b5-0afa-4f96-9798-f718224eaec1,2025/4/9,Expert,5,1,1,1,1,True,True,True,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
14723,Web Developers,Monitor security system performance logs to identify problems and notify security specialists when problems occur.,dd6060b5-0afa-4f96-9798-f718224eaec1,2025/4/9,Average,4,2,3,2,1,True,True,False,True,False,True,1,4,4,4,3,False,True,True,True,True,True,True,,Security issues that happen in real life can range from a non-urgent dependency version update to a full-on data breach or DDoS attack. If we want to automate the changes would need to be incremental and carefully carried out with human expert supervision.
16214,Video Game Designers,Conduct regular design reviews throughout the game development process.,13d8a05d-c6b5-4695-9d33-e2ce740b8ce9,2025/4/9,Average,3,1,2,3,3,False,True,False,False,False,False,1,5,4,3,2,False,False,False,False,False,False,False,,FALSE
16209,Video Game Designers,"Develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.",13d8a05d-c6b5-4695-9d33-e2ce740b8ce9,2025/4/9,Expert,1,4,5,5,5,False,False,False,False,False,False,1,4,5,3,5,False,True,True,True,True,False,False,FALSE,
16198,Video Game Designers,Provide feedback to designers and other colleagues regarding game design features.,13d8a05d-c6b5-4695-9d33-e2ce740b8ce9,2025/4/9,Average,1,4,4,5,3,False,False,False,False,False,False,3,4,3,4,4,False,False,True,True,True,True,False,FALSE,
16200,Video Game Designers,Write or supervise the writing of game text and dialogue.,13d8a05d-c6b5-4695-9d33-e2ce740b8ce9,2025/4/9,Expert,2,5,4,5,4,False,False,False,False,False,False,1,1,4,5,4,False,True,True,True,True,False,False,FALSE,
18022,Regulatory Affairs Managers,"Direct the preparation and submission of regulatory agency applications, reports, or correspondence.",7f07ca84-bc3d-4933-8eed-eb00b1befd6c,2025/4/10,Average,3,4,5,5,5,False,False,True,False,False,False,2,5,3,5,3,False,False,False,False,True,False,False,,
18037,Regulatory Affairs Managers,"Review all regulatory agency submission materials to ensure timeliness, accuracy, comprehensiveness, or compliance with regulatory standards.",7f07ca84-bc3d-4933-8eed-eb00b1befd6c,2025/4/10,Expert,3,3,5,2,4,False,False,True,False,False,False,3,4,3,4,3,False,True,False,False,True,False,False,,
18931,Fundraisers,Write and send letters of thanks to donors.,fc584842-8981-4ffa-9df1-1ac2b8df417f,2025/4/11,Average,4,1,2,1,1,True,True,False,False,False,True,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
20560,Photographers,Write photograph captions.,852bd8d2-26d9-491a-9ab3-f43acce2214d,2025/3/23,Average,5,1,1,1,1,True,True,True,True,True,False,1,1,5,4,3,False,True,True,True,True,True,False,,
16170,Information Technology Project Managers,"Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.",ddc4f45b-bbfa-435a-81b2-31195a0998a9,2025/3/23,Expert,2,2,3,2,3,False,False,False,False,False,False,1,4,3,3,4,False,True,True,True,True,False,False,FALSE,
16167,Information Technology Project Managers,"Assign duties, responsibilities, and spans of authority to project personnel.",ddc4f45b-bbfa-435a-81b2-31195a0998a9,2025/3/23,Average,1,1,3,4,1,False,False,False,False,False,False,1,5,3,1,5,False,False,False,True,False,False,True,FALSE,
1273,Computer Programmers,"Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.",ecfc0a97-4911-4040-aebf-ec835b7b6509,2025/3/23,Average,3,3,3,3,3,True,True,True,False,False,False,3,3,3,3,3,False,False,True,False,False,False,True,,
14698,Web Developers,Back up files from Web sites to local directories for instant recovery in case of problems.,efd858fd-0844-4acc-9f4f-a4fbb86e6b89,2025/3/23,Average,4,2,4,1,2,True,False,False,False,False,True,1,1,2,3,3,False,False,True,False,True,False,True,,
14713,Web Developers,"Respond to user email inquiries, or set up automated systems to send responses.",efd858fd-0844-4acc-9f4f-a4fbb86e6b89,2025/3/23,Average,5,1,2,1,1,True,True,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
14714,Web Developers,Develop or implement procedures for ongoing Web site revision.,efd858fd-0844-4acc-9f4f-a4fbb86e6b89,2025/3/23,Average,4,2,4,2,3,True,False,True,True,False,False,1,2,3,3,3,False,False,True,False,False,True,False,,
1273,Computer Programmers,"Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.",a5186a7b-92b9-45a8-a29d-f6b9eeae2944,2025/3/23,Average,3,2,3,3,3,True,False,False,False,False,False,3,3,2,2,3,True,False,True,False,False,True,False,,
1274,Computer Programmers,Write or contribute to instructions or manuals to guide end users.,a5186a7b-92b9-45a8-a29d-f6b9eeae2944,2025/3/23,Average,2,3,3,3,2,False,False,False,False,False,False,3,2,2,2,3,False,True,False,True,False,False,True,FALSE,
1279,Computer Programmers,"Assign, coordinate, and review work and activities of programming personnel.",a5186a7b-92b9-45a8-a29d-f6b9eeae2944,2025/3/23,Average,3,3,2,3,2,True,False,False,True,False,False,2,3,2,2,3,False,True,True,False,True,False,False,,
1279,Computer Programmers,"Assign, coordinate, and review work and activities of programming personnel.",3892b81a-1264-4878-8ce0-00554becf739,2025/3/23,Novice,3,3,3,1,3,True,False,False,False,False,True,1,3,5,3,2,False,False,False,False,False,False,False,,FALSE
1274,Computer Programmers,Write or contribute to instructions or manuals to guide end users.,3892b81a-1264-4878-8ce0-00554becf739,2025/3/23,Expert,3,2,2,1,2,True,True,False,False,False,True,1,1,3,2,3,False,False,False,False,True,True,False,,
1273,Computer Programmers,"Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.",3892b81a-1264-4878-8ce0-00554becf739,2025/3/23,Average,3,4,3,3,3,True,False,True,False,False,True,1,3,4,3,3,False,True,False,True,True,True,False,,
3226,Advertising and Promotions Managers,"Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to specifications.",40cb6221-dba9-4a2e-aafc-ae2b67f0f8c2,2025/3/23,Expert,3,3,2,3,4,True,False,False,False,False,False,2,2,2,2,3,False,True,False,False,False,False,False,,
3223,Advertising and Promotions Managers,Prepare budgets and submit estimates for program costs as part of campaign plan development.,40cb6221-dba9-4a2e-aafc-ae2b67f0f8c2,2025/3/23,Novice,2,4,2,2,2,False,False,False,False,False,False,2,2,3,1,2,False,False,False,False,False,False,False,FALSE,FALSE
3243,Advertising and Promotions Managers,Contact organizations to explain services and facilities offered.,40cb6221-dba9-4a2e-aafc-ae2b67f0f8c2,2025/3/23,Novice,2,3,2,1,4,False,False,False,False,False,False,2,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
3233,Advertising and Promotions Managers,Monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.,40cb6221-dba9-4a2e-aafc-ae2b67f0f8c2,2025/3/23,Novice,3,2,3,2,2,True,False,False,False,False,False,2,1,1,4,2,False,False,False,False,False,False,False,,FALSE
3234,Advertising and Promotions Managers,"Read trade journals and professional literature to stay informed on trends, innovations, and changes that affect media planning.",40cb6221-dba9-4a2e-aafc-ae2b67f0f8c2,2025/3/23,Novice,1,2,3,2,1,False,False,False,False,False,False,2,2,2,2,3,False,True,False,False,False,False,False,FALSE,
20328,Search Marketing Strategists,Manage tracking and reporting of search-related activities and provide analyses to marketing executives.,6229ea65-025a-4895-a1c0-484ce49c847a,2025/3/23,Average,2,2,3,2,4,False,False,False,False,False,False,2,4,4,4,4,True,True,True,True,True,True,True,FALSE,
20329,Search Marketing Strategists,"Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for display and usability on internet-connected devices.",6229ea65-025a-4895-a1c0-484ce49c847a,2025/3/23,Average,3,2,3,3,2,True,True,True,False,True,True,2,3,3,5,3,False,True,True,True,True,True,True,,
16192,Search Marketing Strategists,"Collect and analyze Web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.",6229ea65-025a-4895-a1c0-484ce49c847a,2025/3/23,Expert,3,4,4,4,5,True,True,True,True,True,True,2,5,4,5,3,True,True,True,True,True,True,True,,
16182,Search Marketing Strategists,Participate in the development or implementation of online marketing strategy.,6229ea65-025a-4895-a1c0-484ce49c847a,2025/3/23,Expert,5,4,4,4,4,True,True,True,True,True,True,3,4,3,4,4,False,True,True,True,True,True,True,,
20318,Search Marketing Strategists,Assist in setting up or optimizing analytics tools for tracking visitors' behaviors.,6229ea65-025a-4895-a1c0-484ce49c847a,2025/3/23,Novice,4,3,4,4,3,True,True,True,True,True,True,3,3,4,4,4,False,True,True,True,True,True,True,,
20326,Search Marketing Strategists,Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns.,6229ea65-025a-4895-a1c0-484ce49c847a,2025/3/23,Expert,4,3,4,4,4,True,True,True,True,True,True,4,4,4,4,4,True,True,True,True,True,True,True,,
20327,Search Marketing Strategists,"Improve search-related activities through ongoing analysis, experimentation, or optimization tests, using A/B or multivariate methods.",6229ea65-025a-4895-a1c0-484ce49c847a,2025/3/23,Average,4,3,4,4,4,True,True,True,True,True,True,3,3,4,4,4,True,True,True,True,True,True,True,,
16191,Search Marketing Strategists,"Conduct online marketing initiatives, such as paid ad placement, affiliate programs, sponsorship programs, email promotions, or viral marketing campaigns on social media Web sites.",6229ea65-025a-4895-a1c0-484ce49c847a,2025/3/23,Average,3,4,4,4,4,True,True,True,True,True,True,3,4,4,4,4,False,True,True,True,True,True,True,,
16186,Search Marketing Strategists,"Conduct market research analysis to identify search query trends, real-time search and news media activity, popular social media topics, electronic commerce trends, market opportunities, or competitor performance.",6229ea65-025a-4895-a1c0-484ce49c847a,2025/3/23,Average,3,4,4,4,4,True,True,True,True,True,True,2,3,3,4,4,True,True,True,True,True,True,True,,
16179,Search Marketing Strategists,Propose online or multiple-sales-channel campaigns to marketing executives.,6229ea65-025a-4895-a1c0-484ce49c847a,2025/3/23,Average,4,4,3,4,3,True,True,True,True,True,True,3,4,4,4,4,True,True,True,True,True,True,True,,
19003,Computer Network Support Specialists,Analyze and report computer network security breaches or attempted breaches.,47d317c9-a460-4ce2-ac4f-1f8250b62b47,2025/4/7,Expert,2,1,2,4,5,False,False,False,False,False,False,2,3,3,3,4,False,True,False,False,True,False,False,FALSE,
19002,Computer Network Support Specialists,Troubleshoot network or connectivity problems for users or user groups.,47d317c9-a460-4ce2-ac4f-1f8250b62b47,2025/4/7,Expert,1,3,3,1,4,False,False,False,False,False,False,2,4,4,4,4,True,True,False,False,True,False,False,FALSE,
20475,Training and Development Specialists,"Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.",7bac1fda-41e1-4ed3-b443-a6484e8ec067,2025/4/7,Expert,3,3,4,1,2,True,False,False,False,False,False,1,1,1,1,3,False,False,False,False,True,False,False,,
98,Training and Development Specialists,"Monitor, evaluate, or record training activities or program effectiveness.",7bac1fda-41e1-4ed3-b443-a6484e8ec067,2025/4/7,Expert,4,1,2,1,1,True,False,False,False,False,False,1,3,3,3,4,False,True,False,True,True,False,True,,
16807,Molecular and Cellular Biologists,Maintain accurate laboratory records and data.,d3bcf649-504e-4745-b1a7-458d3b3155b7,2025/4/8,Average,4,4,4,3,2,True,False,True,True,False,True,3,3,3,3,3,False,True,False,False,False,False,False,,
1273,Computer Programmers,"Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.",788a168b-6694-46f6-8493-e757b2f715b3,2025/3/23,Expert,4,4,4,4,4,False,False,False,True,True,True,4,2,2,4,4,False,True,False,False,False,True,False,,
1270,Computer Programmers,"Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.",788a168b-6694-46f6-8493-e757b2f715b3,2025/3/23,Average,4,4,4,3,4,True,False,False,False,False,False,3,3,3,2,3,False,True,False,False,False,False,True,,
20058,"Business Teachers, Postsecondary",Develop and maintain course Web sites.,b28e2178-55a6-4529-b15e-54e9857a2f04,2025/3/23,Average,3,3,3,3,3,False,False,False,False,False,False,2,2,4,2,3,True,True,True,True,True,True,True,,
20168,Treasurers and Controllers,"Monitor financial activities and details, such as cash flow and reserve levels, to ensure that all legal and regulatory requirements are met.",48bb47d3-7c76-4f15-b639-781b83f82a7a,2025/3/23,Expert,4,3,2,1,2,True,False,False,False,False,True,4,3,2,2,2,False,False,False,False,False,False,False,,FALSE
8867,Treasurers and Controllers,"Analyze the financial details of past, present, and expected operations to identify development opportunities and areas where improvement is needed.",48bb47d3-7c76-4f15-b639-781b83f82a7a,2025/3/23,Average,4,1,1,1,1,True,False,False,False,False,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
15592,Clinical Research Coordinators,Track enrollment status of subjects and document dropout information such as dropout causes and subject contact efforts.,97a0a314-0426-4a59-be2b-1ffb8dbc94db,2025/3/23,Average,4,1,3,4,3,True,True,True,True,True,True,3,3,3,3,3,True,True,True,True,True,True,True,,
15600,Clinical Research Coordinators,Maintain contact with sponsors to schedule and coordinate site visits or to answer questions about issues such as incomplete data.,97a0a314-0426-4a59-be2b-1ffb8dbc94db,2025/3/23,Average,3,3,3,3,3,True,False,False,False,False,False,3,3,3,3,3,False,False,False,False,False,False,False,,
15590,Clinical Research Coordinators,Contact industry representatives to ensure equipment and software specifications necessary for successful study completion.,97a0a314-0426-4a59-be2b-1ffb8dbc94db,2025/3/23,Average,2,2,2,2,2,False,False,False,False,False,False,3,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20846,Cost Estimators,Collect historical cost data to estimate costs for current or future products.,bc9afdbe-7a3c-48a3-8b81-ab2df122714e,2025/3/23,Expert,2,3,4,2,4,False,False,False,False,False,False,1,3,3,4,3,False,False,True,False,True,True,False,FALSE,
22522,Producers and Directors,"Research production topics using the internet, video archives, and other informational sources.",2ab380e9-e82a-4b57-91d9-0607eb76bae0,2025/3/23,Expert,3,3,5,1,4,False,False,True,True,False,False,2,3,4,4,4,False,True,True,True,True,False,True,,The tasks require subjective creative expertise AI cannot replicate
22523,Producers and Directors,"Review film, recordings, or rehearsals to ensure conformance to production and broadcast standards.",2ab380e9-e82a-4b57-91d9-0607eb76bae0,2025/3/23,Average,5,1,1,1,1,True,True,False,False,False,True,1,5,3,5,5,False,True,True,True,True,True,True,,
22519,Producers and Directors,Study and research scripts to determine how they should be directed.,2ab380e9-e82a-4b57-91d9-0607eb76bae0,2025/3/23,Average,2,1,3,1,3,False,False,False,False,False,False,1,3,4,3,3,False,True,True,False,True,False,False,FALSE,
22532,Producers and Directors,"Perform management activities, such as budgeting, scheduling, planning, and marketing.",2ab380e9-e82a-4b57-91d9-0607eb76bae0,2025/3/23,Average,4,3,4,2,1,False,True,False,True,True,True,1,2,3,3,3,False,True,True,True,True,True,True,,
22527,Producers and Directors,Conduct meetings with staff to discuss production progress and to ensure production objectives are attained.,2ab380e9-e82a-4b57-91d9-0607eb76bae0,2025/3/23,Novice,2,2,4,2,4,False,False,False,False,False,False,2,3,3,3,3,False,True,True,True,False,True,True,FALSE,
22539,Producers and Directors,Write and submit proposals to bid on contracts for projects.,2ab380e9-e82a-4b57-91d9-0607eb76bae0,2025/3/23,Average,4,1,2,1,1,True,True,True,True,True,True,1,2,4,3,2,False,False,False,False,False,False,False,,FALSE
22529,Producers and Directors,"Perform administrative duties, such as preparing operational reports, distributing rehearsal call sheets and script copies, and arranging for rehearsal quarters.",2ab380e9-e82a-4b57-91d9-0607eb76bae0,2025/3/23,Expert,1,2,5,1,4,False,False,False,False,False,False,2,3,3,2,5,False,True,True,True,True,True,True,FALSE,
16150,Business Intelligence Analysts,"Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.",6f1acb0c-173a-41c2-9653-ae3cf89f2941,2025/3/23,Expert,3,2,3,2,4,True,True,True,False,False,True,1,2,3,3,3,False,True,True,True,True,True,True,,
16136,Business Intelligence Analysts,"Identify or monitor current and potential customers, using business intelligence tools.",6f1acb0c-173a-41c2-9653-ae3cf89f2941,2025/3/23,Average,3,1,3,2,2,True,False,False,False,True,True,4,4,4,4,2,False,False,False,False,False,False,False,,FALSE
1273,Computer Programmers,"Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.",f3b8e49d-1add-4f1b-998f-d3d2c8c9eabc,2025/3/23,Expert,5,3,4,1,4,True,False,False,False,False,True,1,5,5,5,3,False,False,False,True,True,False,False,,
1279,Computer Programmers,"Assign, coordinate, and review work and activities of programming personnel.",f3b8e49d-1add-4f1b-998f-d3d2c8c9eabc,2025/3/23,Novice,5,2,4,1,2,True,False,False,True,False,True,1,5,4,4,4,False,True,False,True,True,True,True,,
1276,Computer Programmers,"Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.",f3b8e49d-1add-4f1b-998f-d3d2c8c9eabc,2025/3/23,Novice,5,1,3,1,3,True,False,True,False,False,True,1,3,3,3,3,False,False,True,False,False,True,False,,
1145,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Analyze price proposals, financial reports, and other data and information to determine reasonable prices.",a5391376-ee25-4403-a2f8-5821eb792e34,2025/3/23,Novice,3,1,1,2,3,True,True,False,False,False,False,2,3,4,3,3,False,True,True,False,False,False,False,,
16277,Clinical Data Managers,"Prepare data analysis listings and activity, performance, or progress reports.",d9c92a19-5435-4346-9ecf-bedaea297fa3,2025/3/24,Novice,5,1,1,3,1,False,True,True,True,False,False,5,2,3,1,4,False,False,False,True,False,True,True,,
16283,Clinical Data Managers,Analyze clinical data using appropriate statistical tools.,d9c92a19-5435-4346-9ecf-bedaea297fa3,2025/3/24,Average,4,2,3,3,1,True,True,True,True,False,False,3,3,3,3,4,False,False,True,True,False,True,True,,
16270,Clinical Data Managers,Develop technical specifications for data management programming and communicate needs to information technology staff.,d9c92a19-5435-4346-9ecf-bedaea297fa3,2025/3/24,Average,5,3,4,5,1,True,True,True,True,True,False,5,5,5,4,5,False,False,False,False,False,False,False,,
15983,Financial Quantitative Analysts,Provide application or analytical support to researchers or traders on issues such as valuations or data.,fc98fb06-2afe-4fcd-8aa3-91c1d6ee208f,2025/3/24,Expert,3,2,4,3,4,False,True,False,False,False,True,1,5,4,4,3,False,True,True,True,True,True,False,,
22522,Producers and Directors,"Research production topics using the internet, video archives, and other informational sources.",6159906e-a3c4-43bd-ad7d-6e2442564009,2025/3/24,Average,2,1,1,1,1,False,False,False,False,False,False,3,3,3,3,4,False,True,False,False,False,False,False,FALSE,
22532,Producers and Directors,"Perform management activities, such as budgeting, scheduling, planning, and marketing.",6159906e-a3c4-43bd-ad7d-6e2442564009,2025/3/24,Expert,4,4,4,1,4,True,True,True,True,True,True,5,3,3,3,5,False,True,False,False,False,False,False,,
22539,Producers and Directors,Write and submit proposals to bid on contracts for projects.,6159906e-a3c4-43bd-ad7d-6e2442564009,2025/3/24,Expert,2,2,2,2,2,False,False,False,False,False,False,2,2,2,2,3,False,False,False,False,False,True,False,FALSE,
22529,Producers and Directors,"Perform administrative duties, such as preparing operational reports, distributing rehearsal call sheets and script copies, and arranging for rehearsal quarters.",6159906e-a3c4-43bd-ad7d-6e2442564009,2025/3/24,Expert,5,1,4,1,1,False,True,False,False,False,False,4,3,4,3,4,False,True,False,False,False,True,True,,
8953,Statisticians,"Report results of statistical analyses, including information in the form of graphs, charts, and tables.",ffa4f271-aa06-451b-ab12-c0aaec06de87,2025/3/24,Expert,5,1,2,1,3,True,False,True,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
8961,Statisticians,"Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.",ffa4f271-aa06-451b-ab12-c0aaec06de87,2025/3/24,Expert,4,2,4,4,4,False,False,True,False,True,False,1,2,3,4,3,False,False,True,False,False,False,False,,
8954,Statisticians,"Process large amounts of data for statistical modeling and graphic analysis, using computers.",ffa4f271-aa06-451b-ab12-c0aaec06de87,2025/3/24,Average,5,2,3,3,1,True,True,False,False,False,False,1,1,1,3,1,False,False,False,False,False,False,False,,FALSE
737,Travel Agents,Collect payment for transportation and accommodations from customer.,11086848-c915-4a7a-b6d0-988a8a9c07b6,2025/3/24,Expert,5,1,1,1,1,True,True,True,False,False,True,1,3,1,1,2,False,False,False,False,False,False,False,,FALSE
741,Travel Agents,"Plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.",11086848-c915-4a7a-b6d0-988a8a9c07b6,2025/3/24,Expert,1,3,5,3,5,False,False,False,False,False,False,2,5,5,5,5,False,True,True,True,True,True,True,FALSE,
738,Travel Agents,"Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",11086848-c915-4a7a-b6d0-988a8a9c07b6,2025/3/24,Expert,1,2,5,4,5,False,False,False,False,False,False,2,5,4,5,5,False,True,True,True,True,True,True,FALSE,
739,Travel Agents,"Compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.",11086848-c915-4a7a-b6d0-988a8a9c07b6,2025/3/24,Expert,2,2,5,4,4,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20900,Travel Agents,"Record and maintain information on clients, vendors, and travel packages.",11086848-c915-4a7a-b6d0-988a8a9c07b6,2025/3/24,Expert,2,1,4,2,5,False,False,False,False,False,False,1,3,2,4,3,False,False,True,True,True,True,True,FALSE,
740,Travel Agents,"Book transportation and hotel reservations, using computer or telephone.",11086848-c915-4a7a-b6d0-988a8a9c07b6,2025/3/24,Expert,2,2,5,3,5,False,False,False,False,False,False,3,4,4,5,4,False,True,True,False,True,True,True,FALSE,
743,Travel Agents,"Print or request transportation carrier tickets, using computer printer system or system link to travel carrier.",11086848-c915-4a7a-b6d0-988a8a9c07b6,2025/3/24,Expert,3,1,3,1,2,True,True,True,True,False,True,2,1,2,2,2,False,False,False,False,False,False,False,,FALSE
742,Travel Agents,"Provide customer with brochures and publications containing travel information, such as local customs, points of interest, or foreign country regulations.",11086848-c915-4a7a-b6d0-988a8a9c07b6,2025/3/24,Expert,1,2,4,1,5,False,False,False,False,False,False,2,4,2,5,4,False,True,True,True,True,False,True,FALSE,
18853,Human Resources Specialists,Analyze employment-related data and prepare required reports.,e0f0e150-3f3a-4bab-b110-0a985209a49d,2025/3/24,Novice,4,1,3,3,3,True,False,True,False,False,True,1,2,1,3,2,False,False,False,False,False,False,False,,FALSE
18865,Human Resources Specialists,"Perform searches for qualified job candidates, using sources such as computer databases, networking, Internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.",e0f0e150-3f3a-4bab-b110-0a985209a49d,2025/3/24,Average,2,4,4,3,3,False,False,False,False,False,False,4,4,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
18855,Human Resources Specialists,Conduct reference or background checks on job applicants.,e0f0e150-3f3a-4bab-b110-0a985209a49d,2025/3/24,Average,5,1,2,1,1,True,False,False,False,False,False,3,3,3,1,3,False,False,False,True,False,False,False,,
1035,Purchasing Managers,Administer online purchasing systems.,f97d5160-09b8-488e-b18b-eb685009784d,2025/3/24,Average,3,2,2,1,1,True,True,True,False,False,True,2,1,2,2,2,False,False,False,False,False,False,False,,FALSE
1026,Purchasing Managers,Analyze market and delivery systems to assess present and future material availability.,f97d5160-09b8-488e-b18b-eb685009784d,2025/3/24,Average,2,1,2,1,1,False,False,False,False,False,False,2,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1272,Computer Programmers,"Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.",dcdc99e1-d187-4ff4-b100-f05a0a8701fa,2025/3/24,Average,4,3,2,1,2,True,True,True,True,True,False,1,3,3,4,2,False,False,False,False,False,False,False,,FALSE
1276,Computer Programmers,"Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.",dcdc99e1-d187-4ff4-b100-f05a0a8701fa,2025/3/24,Expert,5,4,4,3,3,True,False,False,True,False,False,1,4,2,4,2,False,False,False,False,False,False,False,,FALSE
1269,Computer Programmers,"Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.",dcdc99e1-d187-4ff4-b100-f05a0a8701fa,2025/3/24,Average,5,1,1,1,2,False,False,False,False,False,True,1,4,2,4,3,False,False,False,False,False,False,False,,
1277,Computer Programmers,Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.,dcdc99e1-d187-4ff4-b100-f05a0a8701fa,2025/3/24,Expert,5,4,4,4,4,False,True,False,False,True,True,4,3,4,4,4,False,False,True,False,False,False,False,,
1274,Computer Programmers,Write or contribute to instructions or manuals to guide end users.,dcdc99e1-d187-4ff4-b100-f05a0a8701fa,2025/3/24,Novice,5,1,2,1,4,False,True,True,False,False,False,1,5,1,3,5,False,False,True,True,False,False,False,,
20189,Personal Financial Advisors,"Recommend financial products, such as stocks, bonds, mutual funds, or insurance.",f9a5423e-db3f-4fda-a0fd-2baebc4597fa,2025/3/24,Average,2,3,5,2,5,False,False,False,False,False,False,4,5,4,4,3,True,True,False,True,True,True,False,FALSE,
20184,Personal Financial Advisors,"Manage client portfolios, keeping client plans up-to-date.",f9a5423e-db3f-4fda-a0fd-2baebc4597fa,2025/3/24,Average,3,2,5,4,5,True,False,False,False,False,False,1,1,4,4,3,False,False,False,False,False,False,False,,
20188,Personal Financial Advisors,Monitor financial market trends to ensure that client plans are responsive.,f9a5423e-db3f-4fda-a0fd-2baebc4597fa,2025/3/24,Average,3,1,5,2,4,True,True,False,False,False,False,1,3,1,3,3,False,True,False,False,False,True,False,,
16167,Information Technology Project Managers,"Assign duties, responsibilities, and spans of authority to project personnel.",c46df0fa-0f38-4c42-9dd7-1dbdc5c4b952,2025/3/24,Expert,3,4,1,2,2,False,True,True,False,False,False,3,3,3,4,4,False,False,False,False,False,False,False,,
1279,Computer Programmers,"Assign, coordinate, and review work and activities of programming personnel.",a92ce460-fa2b-4b24-b479-2111ce170f7b,2025/3/24,Average,3,2,3,5,3,True,True,False,False,False,False,1,2,2,4,2,False,False,False,False,False,False,False,,FALSE
1269,Computer Programmers,"Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.",a92ce460-fa2b-4b24-b479-2111ce170f7b,2025/3/24,Average,4,1,3,3,2,True,True,True,False,False,False,1,2,1,3,2,False,False,False,False,False,False,False,,FALSE
1272,Computer Programmers,"Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.",a92ce460-fa2b-4b24-b479-2111ce170f7b,2025/3/24,Novice,2,3,4,4,3,False,False,False,False,False,False,1,2,3,4,3,False,True,True,False,True,True,False,FALSE,
737,Travel Agents,Collect payment for transportation and accommodations from customer.,7d0fd111-54b8-4368-a7ee-400b70d6892f,2025/3/24,Average,2,1,2,2,3,False,False,False,False,False,False,1,4,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
738,Travel Agents,"Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",7d0fd111-54b8-4368-a7ee-400b70d6892f,2025/3/24,Expert,2,5,4,2,4,False,False,False,False,False,False,2,4,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
20900,Travel Agents,"Record and maintain information on clients, vendors, and travel packages.",7d0fd111-54b8-4368-a7ee-400b70d6892f,2025/3/24,Novice,4,1,1,1,1,True,False,False,False,False,False,1,3,2,1,2,False,False,False,False,False,False,False,,FALSE
740,Travel Agents,"Book transportation and hotel reservations, using computer or telephone.",7d0fd111-54b8-4368-a7ee-400b70d6892f,2025/3/24,Expert,3,2,2,1,2,False,True,False,False,False,False,2,3,2,3,3,False,True,False,False,False,False,False,,
3242,Advertising and Promotions Managers,Coordinate with the media to disseminate advertising.,f0b58fec-6e5f-4b6e-a3a0-32842e5f68f2,2025/3/24,Novice,3,2,2,3,3,True,True,False,False,False,False,2,3,3,3,3,False,False,False,False,False,False,False,,
3223,Advertising and Promotions Managers,Prepare budgets and submit estimates for program costs as part of campaign plan development.,f0b58fec-6e5f-4b6e-a3a0-32842e5f68f2,2025/3/24,Average,2,3,3,3,2,False,False,False,False,False,False,2,2,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
3233,Advertising and Promotions Managers,Monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.,f0b58fec-6e5f-4b6e-a3a0-32842e5f68f2,2025/3/24,Average,3,4,3,3,2,False,False,False,False,True,False,3,3,3,3,2,False,False,False,False,False,False,False,,FALSE
18931,Fundraisers,Write and send letters of thanks to donors.,87664221-a402-4ec5-bdeb-91e62e454e5b,2025/3/24,Average,4,1,1,1,2,True,False,False,False,False,False,1,2,1,1,1,False,False,False,False,False,False,False,,FALSE
18907,Fundraisers,Create or update donor databases.,87664221-a402-4ec5-bdeb-91e62e454e5b,2025/3/24,Average,4,2,2,1,2,False,True,True,False,False,False,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
18912,Fundraisers,Develop strategies to encourage new or increased contributions.,87664221-a402-4ec5-bdeb-91e62e454e5b,2025/3/24,Average,2,2,4,4,4,False,False,False,False,False,False,1,5,3,3,5,False,False,False,True,False,False,False,FALSE,
18911,Fundraisers,"Develop or implement fundraising activities, such as annual giving campaigns or direct mail programs.",87664221-a402-4ec5-bdeb-91e62e454e5b,2025/3/24,Average,1,2,4,3,5,False,False,False,False,False,False,3,4,3,4,4,True,True,True,True,False,False,False,FALSE,
18926,Fundraisers,"Conduct research to identify the goals, net worth, charitable donation history, or other data related to potential donors, potential investors, or general donor markets.",87664221-a402-4ec5-bdeb-91e62e454e5b,2025/3/24,Average,3,3,5,4,4,False,False,False,True,True,False,1,1,2,5,3,False,True,True,False,False,False,False,,
18919,Fundraisers,Monitor progress of fundraising drives.,87664221-a402-4ec5-bdeb-91e62e454e5b,2025/3/24,Expert,5,1,1,1,2,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
18932,Fundraisers,Write reports or prepare presentations to communicate fundraising program data.,87664221-a402-4ec5-bdeb-91e62e454e5b,2025/3/24,Average,4,2,3,3,2,True,False,False,False,False,False,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
18908,Fundraisers,"Design or produce materials such as posters, Web sites, or newsletters to promote, market, or advertise fundraising events.",87664221-a402-4ec5-bdeb-91e62e454e5b,2025/3/24,Novice,3,2,3,3,3,False,False,False,True,False,False,1,1,1,4,2,False,False,False,False,False,False,False,,FALSE
18924,Fundraisers,"Write speeches, press releases, or other promotional materials to increase awareness of the causes, missions, or goals of organizations seeking funds.",87664221-a402-4ec5-bdeb-91e62e454e5b,2025/3/24,Novice,2,2,5,4,4,False,False,False,False,False,False,1,4,3,5,4,False,True,True,True,True,False,False,FALSE,
18918,Fundraisers,"Monitor budgets, expense reports, or other financial data for fundraising organizations.",87664221-a402-4ec5-bdeb-91e62e454e5b,2025/3/24,Average,4,1,3,2,3,True,False,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
16157,Information Technology Project Managers,Monitor or track project milestones and deliverables.,9f1cb4ed-9b72-4880-a369-cd6f44f322b5,2025/3/24,Novice,3,1,1,2,2,True,False,True,False,False,True,1,4,3,3,4,False,True,False,True,True,False,False,,
16159,Information Technology Project Managers,"Initiate, review, or approve modifications to project plans.",9f1cb4ed-9b72-4880-a369-cd6f44f322b5,2025/3/24,Average,2,1,2,2,3,False,False,False,False,False,False,1,3,3,3,4,False,True,True,False,True,False,False,FALSE,
16151,Information Technology Project Managers,Perform risk assessments to develop response strategies.,9f1cb4ed-9b72-4880-a369-cd6f44f322b5,2025/3/24,Average,3,1,2,2,1,True,False,False,False,True,False,1,3,4,3,4,False,True,False,True,False,True,False,,
21319,Financial Managers,Oversee the flow of cash or financial instruments.,5de70c64-3980-4a05-acd7-c7e5acac357d,2025/3/24,Average,1,3,3,5,5,False,False,False,False,False,False,4,5,4,3,2,False,False,False,False,False,False,False,FALSE,FALSE
21321,Financial Managers,Develop or analyze information to assess the current or future financial status of firms.,5de70c64-3980-4a05-acd7-c7e5acac357d,2025/3/24,Novice,2,3,3,5,5,False,False,False,False,False,False,4,5,3,3,3,False,False,True,True,True,True,True,FALSE,
21320,Financial Managers,"Prepare financial or regulatory reports required by laws, regulations, or boards of directors.",5de70c64-3980-4a05-acd7-c7e5acac357d,2025/3/24,Average,2,1,5,5,2,False,False,False,False,False,False,5,5,5,5,3,False,True,True,False,False,False,False,FALSE,
18869,Human Resources Specialists,"Schedule or administer skill, intelligence, psychological, or drug tests for current or prospective employees.",db90985c-f8bb-4c93-9315-cd6eef845225,2025/3/24,Average,3,2,2,1,3,True,False,False,False,False,False,1,2,2,2,3,False,True,False,True,False,True,False,,
18855,Human Resources Specialists,Conduct reference or background checks on job applicants.,db90985c-f8bb-4c93-9315-cd6eef845225,2025/3/24,Average,3,2,2,2,4,True,False,True,False,False,False,2,3,2,3,3,False,False,False,True,True,False,False,,
14698,Web Developers,Back up files from Web sites to local directories for instant recovery in case of problems.,2244eb36-1d7e-459e-adc2-b4cbf32b95d3,2025/3/24,Expert,5,2,4,1,3,True,True,False,False,False,False,1,1,1,3,3,True,True,True,False,True,False,False,,
14710,Web Developers,"Perform Web site tests according to planned schedules, or after any Web site or product revision.",2244eb36-1d7e-459e-adc2-b4cbf32b95d3,2025/3/24,Expert,4,5,5,3,3,True,True,True,False,False,False,1,4,4,4,3,False,True,True,True,True,False,False,,
14695,Web Developers,Perform or direct Web site updates.,2244eb36-1d7e-459e-adc2-b4cbf32b95d3,2025/3/24,Expert,2,3,4,5,5,False,False,False,False,False,False,2,5,4,4,3,False,False,False,False,False,False,False,FALSE,
14708,Web Developers,Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.,2244eb36-1d7e-459e-adc2-b4cbf32b95d3,2025/3/24,Expert,2,2,4,4,3,False,False,False,False,False,False,3,5,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1146,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",Monitor and follow applicable laws and regulations.,e577b479-0a30-4577-a744-fcc6d03e3af2,2025/3/24,Expert,1,5,4,4,5,False,False,False,False,False,False,5,2,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
1148,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Monitor shipments to ensure that goods come in on time, and resolve problems related to undelivered goods.",e577b479-0a30-4577-a744-fcc6d03e3af2,2025/3/24,Average,3,3,5,4,3,True,False,False,False,False,False,4,5,3,4,4,True,False,True,True,True,True,False,,
1157,"Purchasing Agents, Except Wholesale, Retail, and Farm Products","Write and review product specifications, maintaining a working technical knowledge of the goods or services to be purchased.",e577b479-0a30-4577-a744-fcc6d03e3af2,2025/3/24,Expert,2,5,5,1,3,False,False,False,False,False,False,5,5,3,5,5,True,False,True,True,False,True,False,FALSE,
16157,Information Technology Project Managers,Monitor or track project milestones and deliverables.,6ef95e7e-93ae-4a2d-9ca7-0b126b4a3516,2025/3/24,Average,5,1,3,2,3,True,False,True,False,False,True,1,4,3,3,3,False,True,True,False,True,True,False,,
16152,Information Technology Project Managers,"Submit project deliverables, ensuring adherence to quality standards.",6ef95e7e-93ae-4a2d-9ca7-0b126b4a3516,2025/3/24,Average,5,2,2,3,1,True,True,False,False,True,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
16151,Information Technology Project Managers,Perform risk assessments to develop response strategies.,6ef95e7e-93ae-4a2d-9ca7-0b126b4a3516,2025/3/24,Average,2,2,4,2,4,False,False,False,False,False,False,1,4,5,4,4,False,False,False,False,False,True,False,FALSE,
16167,Information Technology Project Managers,"Assign duties, responsibilities, and spans of authority to project personnel.",6ef95e7e-93ae-4a2d-9ca7-0b126b4a3516,2025/3/24,Expert,1,1,5,4,3,False,False,False,False,False,False,1,4,4,4,5,False,False,False,False,True,False,True,FALSE,
1300,Database Administrators,"Test programs or databases, correct errors, and make necessary modifications.",bfaf3ad2-fb9e-44b1-93e1-3470947b184e,2025/3/24,Average,5,2,2,4,3,False,False,True,False,False,False,1,5,2,3,4,False,False,True,False,False,False,False,,
1314,Database Administrators,"Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.",bfaf3ad2-fb9e-44b1-93e1-3470947b184e,2025/3/24,Average,3,1,3,2,3,False,False,True,False,False,False,4,1,3,2,2,False,False,False,False,False,False,False,,FALSE
2519,Payroll and Timekeeping Clerks,"Verify attendance, hours worked, and pay adjustments, and post information onto designated records.",e8b33720-5b49-4ab6-aa9f-c66b16ca3b55,2025/3/24,Expert,4,1,4,3,3,True,True,True,False,False,True,3,4,2,3,4,True,False,True,False,True,True,False,,
2518,Payroll and Timekeeping Clerks,"Review time sheets, work charts, wage computation, and other information to detect and reconcile payroll discrepancies.",e8b33720-5b49-4ab6-aa9f-c66b16ca3b55,2025/3/24,Expert,4,4,3,3,3,True,True,True,False,False,False,3,4,4,3,4,True,True,True,False,True,False,False,,
14734,Web Administrators,"Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.",d5123117-d2d4-4d5d-93eb-d702b0fd964e,2025/3/24,Novice,4,1,2,1,2,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
14731,Web Administrators,Back up or modify applications and related data to provide for disaster recovery.,d5123117-d2d4-4d5d-93eb-d702b0fd964e,2025/3/24,Average,5,1,2,1,1,False,False,True,True,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
14758,Web Administrators,"Correct testing-identified problems, or recommend actions for their resolution.",d5123117-d2d4-4d5d-93eb-d702b0fd964e,2025/3/24,Average,2,2,4,3,4,False,False,False,False,False,False,1,3,3,5,3,False,True,True,True,False,False,False,FALSE,
14749,Web Administrators,"Track, compile, and analyze Web site usage data.",d5123117-d2d4-4d5d-93eb-d702b0fd964e,2025/3/24,Novice,5,1,1,1,1,False,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
14623,Computer and Information Research Scientists,Analyze problems to develop solutions involving computer hardware and software.,b4757efb-b03c-4b21-bbe5-85b5708de3ac,2025/3/24,Average,2,4,5,4,4,False,False,False,False,False,False,1,2,4,5,5,False,True,True,False,True,False,False,FALSE,
14626,Computer and Information Research Scientists,"Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.",b4757efb-b03c-4b21-bbe5-85b5708de3ac,2025/3/24,Novice,4,2,5,4,3,False,False,False,True,True,False,1,1,1,5,3,False,False,True,False,False,False,False,,
14624,Computer and Information Research Scientists,Assign or schedule tasks to meet work priorities and goals.,b4757efb-b03c-4b21-bbe5-85b5708de3ac,2025/3/24,Novice,4,2,2,2,2,False,False,False,True,True,False,1,3,1,3,4,False,False,True,False,True,True,False,,
737,Travel Agents,Collect payment for transportation and accommodations from customer.,bca7cc9e-1dfe-4c3e-ad7f-c8febd79fc20,2025/3/24,Average,5,1,2,1,3,True,False,False,False,False,False,1,5,2,3,3,False,False,False,True,False,False,False,,
741,Travel Agents,"Plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.",bca7cc9e-1dfe-4c3e-ad7f-c8febd79fc20,2025/3/24,Novice,4,4,4,5,5,False,False,True,False,False,False,1,4,3,5,3,False,False,True,False,False,False,False,,
738,Travel Agents,"Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",bca7cc9e-1dfe-4c3e-ad7f-c8febd79fc20,2025/3/24,Expert,3,5,5,4,5,False,False,True,False,False,False,1,5,4,5,3,False,True,False,False,False,False,False,,
739,Travel Agents,"Compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.",bca7cc9e-1dfe-4c3e-ad7f-c8febd79fc20,2025/3/24,Average,5,2,4,4,3,True,False,False,False,False,False,1,2,2,4,4,False,False,True,False,False,False,False,,
20900,Travel Agents,"Record and maintain information on clients, vendors, and travel packages.",bca7cc9e-1dfe-4c3e-ad7f-c8febd79fc20,2025/3/24,Average,4,1,2,2,2,False,True,False,False,False,False,1,4,1,1,4,False,False,False,False,False,False,True,,
740,Travel Agents,"Book transportation and hotel reservations, using computer or telephone.",bca7cc9e-1dfe-4c3e-ad7f-c8febd79fc20,2025/3/24,Expert,4,4,4,4,5,False,False,True,False,False,False,1,1,3,3,4,False,False,True,False,False,False,False,,
743,Travel Agents,"Print or request transportation carrier tickets, using computer printer system or system link to travel carrier.",bca7cc9e-1dfe-4c3e-ad7f-c8febd79fc20,2025/3/24,Expert,4,1,2,2,2,True,False,False,False,False,False,1,1,1,2,3,False,False,False,False,True,False,False,,
742,Travel Agents,"Provide customer with brochures and publications containing travel information, such as local customs, points of interest, or foreign country regulations.",bca7cc9e-1dfe-4c3e-ad7f-c8febd79fc20,2025/3/24,Average,2,1,2,3,2,False,False,False,False,False,False,2,2,1,2,3,False,False,True,False,False,False,False,FALSE,
737,Travel Agents,Collect payment for transportation and accommodations from customer.,36974e9e-a4ea-4334-9e3b-07e7bbfab8f0,2025/3/24,Average,3,2,2,2,1,True,True,True,True,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
738,Travel Agents,"Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",36974e9e-a4ea-4334-9e3b-07e7bbfab8f0,2025/3/24,Expert,1,4,5,2,4,False,False,False,False,False,False,2,4,3,4,4,False,True,True,True,True,True,False,FALSE,
739,Travel Agents,"Compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.",36974e9e-a4ea-4334-9e3b-07e7bbfab8f0,2025/3/24,Expert,3,1,3,3,2,True,True,True,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
20900,Travel Agents,"Record and maintain information on clients, vendors, and travel packages.",36974e9e-a4ea-4334-9e3b-07e7bbfab8f0,2025/3/24,Average,3,1,2,2,2,True,True,True,True,False,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
740,Travel Agents,"Book transportation and hotel reservations, using computer or telephone.",36974e9e-a4ea-4334-9e3b-07e7bbfab8f0,2025/3/24,Expert,3,4,4,2,2,True,True,True,True,False,False,1,2,2,3,3,False,True,True,True,True,True,False,,
742,Travel Agents,"Provide customer with brochures and publications containing travel information, such as local customs, points of interest, or foreign country regulations.",36974e9e-a4ea-4334-9e3b-07e7bbfab8f0,2025/3/24,Average,5,1,2,1,1,True,True,True,False,False,False,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
20558,Photographers,"Transfer photographs to computers for editing, archiving, and electronic transmission.",c0e8bc56-eb7c-45fa-bbeb-2e2a6e4e5886,2025/3/24,Average,2,1,3,1,2,False,False,False,False,False,False,4,1,2,2,4,True,False,False,False,True,False,False,FALSE,
9352,Photographers,"Manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.",c0e8bc56-eb7c-45fa-bbeb-2e2a6e4e5886,2025/3/24,Expert,2,4,4,3,3,False,False,False,False,False,False,1,2,3,2,3,False,True,True,True,True,True,True,FALSE,
9357,Photographers,"Enhance, retouch, and resize photographs and negatives, using airbrushing and other techniques.",c0e8bc56-eb7c-45fa-bbeb-2e2a6e4e5886,2025/3/24,Expert,2,4,4,3,3,False,False,False,False,False,False,1,2,3,3,3,False,True,True,True,True,True,True,FALSE,
9354,Photographers,"Perform general office duties, such as scheduling appointments, keeping books, and ordering supplies.",c0e8bc56-eb7c-45fa-bbeb-2e2a6e4e5886,2025/3/24,Average,4,1,2,2,2,True,True,True,True,False,False,3,3,3,2,3,True,True,False,True,True,True,True,,
9350,Photographers,Review sets of photographs to select the best work.,c0e8bc56-eb7c-45fa-bbeb-2e2a6e4e5886,2025/3/24,Expert,4,2,3,1,2,True,True,False,True,True,False,1,3,4,3,3,False,True,True,True,True,True,True,,
15731,Online Merchants,"Receive and process payments from customers, using electronic transaction services.",f32b6c07-0e70-4eda-8544-aa213ae4c767,2025/3/24,Expert,4,2,4,2,2,True,True,True,False,False,False,2,4,3,3,2,False,False,False,False,False,False,False,,FALSE
15709,Online Merchants,Deliver e-mail confirmation of completed transactions and shipment.,f32b6c07-0e70-4eda-8544-aa213ae4c767,2025/3/24,Average,5,2,2,1,1,True,False,True,False,False,True,1,2,1,1,1,False,False,False,False,False,False,False,,FALSE
15730,Online Merchants,"Calculate purchase subtotals, taxes, and shipping costs for submission to customers.",f32b6c07-0e70-4eda-8544-aa213ae4c767,2025/3/24,Expert,2,4,4,3,4,False,False,False,False,False,False,2,4,5,3,3,False,True,True,False,True,True,False,FALSE,
15735,Online Merchants,"Calculate revenue, sales, and expenses, using financial accounting or spreadsheet software.",f32b6c07-0e70-4eda-8544-aa213ae4c767,2025/3/24,Expert,5,1,2,4,1,True,True,False,False,False,False,1,1,3,2,1,False,False,False,False,False,False,False,,FALSE
15714,Online Merchants,Cancel orders based on customer requests or inventory or delivery problems.,f32b6c07-0e70-4eda-8544-aa213ae4c767,2025/3/24,Expert,3,2,4,3,2,False,False,True,False,False,False,4,4,5,2,4,True,True,False,True,False,True,True,,
15732,Online Merchants,"Prepare or organize online storefront marketing material, including product descriptions or subject lines, optimizing content to search engine criteria.",f32b6c07-0e70-4eda-8544-aa213ae4c767,2025/3/24,Expert,3,4,4,2,4,False,False,False,True,True,False,2,5,5,4,3,False,True,False,True,False,False,True,,
15704,Online Merchants,Order or purchase merchandise to maintain optimal inventory levels.,f32b6c07-0e70-4eda-8544-aa213ae4c767,2025/3/24,Average,5,3,3,1,1,False,True,True,False,False,False,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
15711,Online Merchants,Create or maintain database of customer accounts.,f32b6c07-0e70-4eda-8544-aa213ae4c767,2025/3/24,Average,5,1,1,1,1,False,False,True,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
15717,Online Merchants,"Promote products in online communities through weblog or discussion-forum postings, e-mail marketing programs, or online advertising.",f32b6c07-0e70-4eda-8544-aa213ae4c767,2025/3/24,Expert,3,2,4,2,5,False,False,False,False,True,False,1,5,5,4,3,False,True,True,True,True,True,True,,
15721,Online Merchants,"Investigate products or markets to determine areas for opportunity or viability for merchandising specific products, using online or offline sources.",f32b6c07-0e70-4eda-8544-aa213ae4c767,2025/3/24,Expert,5,1,3,1,2,False,False,False,False,True,True,1,1,4,4,5,False,False,False,False,True,False,False,,
12963,Social Science Research Assistants,Design and create special programs for tasks such as statistical analysis and data entry and cleaning.,39e3bc53-38da-4165-a6a8-7c44679c48c0,2025/3/24,Novice,4,4,3,4,2,True,False,False,False,True,True,3,4,4,4,4,False,True,False,False,True,False,False,,
12955,Social Science Research Assistants,"Perform descriptive and multivariate statistical analyses of data, using computer software.",39e3bc53-38da-4165-a6a8-7c44679c48c0,2025/3/24,Novice,5,3,4,3,4,True,True,False,False,True,False,3,3,2,3,3,False,False,False,True,True,True,False,,
16208,Video Game Designers,"Devise missions, challenges, or puzzles to be encountered in game play.",fcc8865c-0234-4ec1-8d61-71dffb2d58d8,2025/3/24,Expert,1,1,2,3,2,False,False,False,False,False,False,1,1,1,2,1,False,False,False,False,False,False,False,FALSE,FALSE
16198,Video Game Designers,Provide feedback to designers and other colleagues regarding game design features.,fcc8865c-0234-4ec1-8d61-71dffb2d58d8,2025/3/24,Expert,1,3,3,3,4,False,False,False,False,False,False,3,2,2,2,4,True,False,False,False,False,False,False,FALSE,
16202,Video Game Designers,Provide feedback to production staff regarding technical game qualities or adherence to original design.,fcc8865c-0234-4ec1-8d61-71dffb2d58d8,2025/3/24,Expert,1,3,4,3,3,False,False,False,False,False,False,3,3,2,3,3,False,False,False,False,False,False,False,FALSE,
20328,Search Marketing Strategists,Manage tracking and reporting of search-related activities and provide analyses to marketing executives.,dc8df88a-9da2-4d58-b6f5-0b8c57847ef6,2025/3/25,Expert,4,2,4,3,1,True,True,False,True,False,True,1,1,2,4,2,False,False,False,False,False,False,False,,FALSE
20329,Search Marketing Strategists,"Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for display and usability on internet-connected devices.",dc8df88a-9da2-4d58-b6f5-0b8c57847ef6,2025/3/25,Expert,5,2,4,3,1,True,True,True,True,True,True,1,3,3,4,1,False,False,False,False,False,False,False,,FALSE
16192,Search Marketing Strategists,"Collect and analyze Web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.",dc8df88a-9da2-4d58-b6f5-0b8c57847ef6,2025/3/25,Expert,5,4,5,3,1,True,True,False,True,True,False,1,1,5,5,1,False,False,False,False,False,False,False,,FALSE
16182,Search Marketing Strategists,Participate in the development or implementation of online marketing strategy.,dc8df88a-9da2-4d58-b6f5-0b8c57847ef6,2025/3/25,Expert,3,3,5,5,4,False,False,False,True,True,False,2,4,4,4,4,False,True,True,True,True,True,True,,
16190,Search Marketing Strategists,Optimize Web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.,dc8df88a-9da2-4d58-b6f5-0b8c57847ef6,2025/3/25,Expert,4,1,4,1,2,True,True,True,True,True,True,1,1,4,4,1,False,False,False,False,False,False,False,,FALSE
20318,Search Marketing Strategists,Assist in setting up or optimizing analytics tools for tracking visitors' behaviors.,dc8df88a-9da2-4d58-b6f5-0b8c57847ef6,2025/3/25,Average,5,1,2,1,1,True,True,False,True,True,True,1,1,5,4,1,False,False,False,False,False,False,False,,FALSE
20326,Search Marketing Strategists,Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns.,dc8df88a-9da2-4d58-b6f5-0b8c57847ef6,2025/3/25,Expert,5,2,5,3,1,True,True,False,True,True,False,1,2,5,4,2,False,False,False,False,False,False,False,,FALSE
20321,Search Marketing Strategists,Create content strategies for digital media.,dc8df88a-9da2-4d58-b6f5-0b8c57847ef6,2025/3/25,Expert,4,3,4,3,3,True,False,True,True,True,True,2,4,4,4,4,False,True,True,True,True,True,True,,
20319,Search Marketing Strategists,Combine secondary data sources with keyword research to more accurately profile and satisfy user intent.,dc8df88a-9da2-4d58-b6f5-0b8c57847ef6,2025/3/25,Average,5,1,1,1,1,True,True,False,True,True,True,1,1,4,5,1,False,False,False,False,False,False,False,,FALSE
20330,Search Marketing Strategists,Optimize shopping cart experience or Web site conversion rates against Key Performance Indicators (KPIs).,dc8df88a-9da2-4d58-b6f5-0b8c57847ef6,2025/3/25,Expert,5,1,2,1,1,True,True,False,True,True,True,1,1,4,4,1,False,False,False,False,False,False,False,,FALSE
3478,Computer Systems Analysts,"Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.",72597cb1-a901-4fda-b382-1d3fbc4b8048,2025/3/25,Expert,2,3,4,3,4,False,False,False,False,False,False,2,3,4,5,3,True,True,True,False,False,False,True,FALSE,
3484,Computer Systems Analysts,Specify inputs accessed by the system and plan the distribution and use of the results.,72597cb1-a901-4fda-b382-1d3fbc4b8048,2025/3/25,Expert,3,2,2,3,5,False,False,False,False,False,True,2,2,2,3,2,False,False,False,False,False,False,False,,FALSE
21319,Financial Managers,Oversee the flow of cash or financial instruments.,00d98391-5c00-4914-9e80-b68ce67e07a3,2025/3/25,Average,4,2,4,4,1,True,True,True,False,False,False,3,1,1,4,4,False,False,True,False,True,False,True,,
21321,Financial Managers,Develop or analyze information to assess the current or future financial status of firms.,00d98391-5c00-4914-9e80-b68ce67e07a3,2025/3/25,Average,2,3,5,3,3,False,False,False,False,False,False,2,4,4,5,3,False,True,True,True,False,False,False,FALSE,
21317,Financial Managers,"Examine, evaluate, or process loan applications.",00d98391-5c00-4914-9e80-b68ce67e07a3,2025/3/25,Average,3,4,5,3,3,False,False,False,False,True,True,2,3,4,5,3,False,False,True,True,False,False,False,,
2809,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Establish work procedures or schedules and keep track of the daily work of clerical staff.,a5b21bdd-90f6-4ffa-9f8a-c06cbe24a744,2025/3/25,Expert,2,2,5,2,5,False,False,False,False,False,False,2,5,4,5,4,False,False,True,True,True,True,True,FALSE,
1277,Computer Programmers,Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.,664bc354-1b66-4518-a897-3a5f2d16a58f,2025/3/25,Expert,1,3,3,1,3,False,False,False,False,False,False,1,1,2,3,3,False,True,True,False,False,True,False,FALSE,
20284,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.",a5b21bdd-90f6-4ffa-9f8a-c06cbe24a744,2025/3/25,Average,3,3,5,2,5,False,False,True,False,False,True,2,5,3,5,3,False,False,False,False,False,False,False,,
2797,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Review work done by others to check for correct spelling and grammar, ensure that company format policies are followed, and recommend revisions.",a5b21bdd-90f6-4ffa-9f8a-c06cbe24a744,2025/3/25,Average,3,2,5,2,5,True,False,True,False,False,True,2,5,3,5,3,False,True,True,True,True,False,True,,
16136,Business Intelligence Analysts,"Identify or monitor current and potential customers, using business intelligence tools.",2e735121-8860-4534-b5c4-75984b2c34bf,2025/3/25,Average,3,2,4,4,5,True,False,False,False,False,True,2,5,5,5,3,True,True,True,True,False,False,False,,
16150,Business Intelligence Analysts,"Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.",2e735121-8860-4534-b5c4-75984b2c34bf,2025/3/25,Expert,4,3,5,2,2,True,True,False,False,False,True,1,1,4,4,3,False,False,False,False,False,False,False,,
20328,Search Marketing Strategists,Manage tracking and reporting of search-related activities and provide analyses to marketing executives.,3e103f67-88e4-4ff5-bfd2-f5698fdb0a77,2025/3/25,Average,2,4,4,2,4,False,False,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20329,Search Marketing Strategists,"Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for display and usability on internet-connected devices.",3e103f67-88e4-4ff5-bfd2-f5698fdb0a77,2025/3/25,Average,2,1,2,2,3,False,False,False,False,False,False,2,1,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
16192,Search Marketing Strategists,"Collect and analyze Web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.",3e103f67-88e4-4ff5-bfd2-f5698fdb0a77,2025/3/25,Average,2,1,3,1,3,False,False,False,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
16182,Search Marketing Strategists,Participate in the development or implementation of online marketing strategy.,3e103f67-88e4-4ff5-bfd2-f5698fdb0a77,2025/3/25,Expert,1,4,4,3,5,False,False,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
16190,Search Marketing Strategists,Optimize Web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.,3e103f67-88e4-4ff5-bfd2-f5698fdb0a77,2025/3/25,Average,1,1,2,2,3,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20318,Search Marketing Strategists,Assist in setting up or optimizing analytics tools for tracking visitors' behaviors.,3e103f67-88e4-4ff5-bfd2-f5698fdb0a77,2025/3/25,Average,2,5,2,1,2,False,False,False,False,False,False,2,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20326,Search Marketing Strategists,Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns.,3e103f67-88e4-4ff5-bfd2-f5698fdb0a77,2025/3/25,Average,2,2,2,2,4,False,False,False,False,False,False,1,2,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
20321,Search Marketing Strategists,Create content strategies for digital media.,3e103f67-88e4-4ff5-bfd2-f5698fdb0a77,2025/3/25,Average,2,2,2,2,3,False,False,False,False,False,False,2,2,5,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20319,Search Marketing Strategists,Combine secondary data sources with keyword research to more accurately profile and satisfy user intent.,3e103f67-88e4-4ff5-bfd2-f5698fdb0a77,2025/3/25,Average,2,1,2,2,2,False,False,False,False,False,False,2,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
20327,Search Marketing Strategists,"Improve search-related activities through ongoing analysis, experimentation, or optimization tests, using A/B or multivariate methods.",3e103f67-88e4-4ff5-bfd2-f5698fdb0a77,2025/3/25,Average,2,2,4,2,2,False,False,False,False,False,False,2,2,2,3,3,False,False,True,False,False,False,False,FALSE,
14624,Computer and Information Research Scientists,Assign or schedule tasks to meet work priorities and goals.,06f68046-40a1-41d2-92db-ac3a1e5da413,2025/3/25,Novice,3,2,3,2,3,True,False,True,False,False,False,1,2,2,2,3,False,False,False,False,False,False,False,,
14633,Computer and Information Research Scientists,Design computers and the software that runs them.,06f68046-40a1-41d2-92db-ac3a1e5da413,2025/3/25,Novice,3,3,4,4,3,False,False,False,False,False,True,1,3,3,4,3,False,False,True,False,False,False,False,,
14625,Computer and Information Research Scientists,Evaluate project plans and proposals to assess feasibility issues.,06f68046-40a1-41d2-92db-ac3a1e5da413,2025/3/25,Novice,3,2,2,3,2,False,False,False,True,False,False,1,3,3,4,3,False,True,False,False,False,False,False,,
8953,Statisticians,"Report results of statistical analyses, including information in the form of graphs, charts, and tables.",8bf01180-ec33-420b-9595-870071c3f542,2025/3/25,Novice,5,2,4,1,2,True,True,True,False,False,False,1,4,4,4,5,False,True,True,True,True,True,False,,
8954,Statisticians,"Process large amounts of data for statistical modeling and graphic analysis, using computers.",8bf01180-ec33-420b-9595-870071c3f542,2025/3/25,Expert,3,4,4,2,4,True,False,True,False,False,False,1,4,4,4,4,False,False,False,False,False,False,False,,
8955,Statisticians,"Identify relationships and trends in data, as well as any factors that could affect the results of research.",8bf01180-ec33-420b-9595-870071c3f542,2025/3/25,Average,4,2,3,3,3,True,False,True,False,False,False,1,4,4,4,4,False,True,True,True,True,False,False,,
20058,"Business Teachers, Postsecondary",Develop and maintain course Web sites.,887e4c7a-83db-4956-b226-18416a2763d3,2025/3/25,Average,5,1,1,1,1,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
14623,Computer and Information Research Scientists,Analyze problems to develop solutions involving computer hardware and software.,b987957c-5332-4377-9072-5737e14a07eb,2025/3/25,Expert,3,3,4,3,4,True,True,True,False,False,True,4,3,3,3,3,False,True,False,False,True,False,False,,
14626,Computer and Information Research Scientists,"Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.",b987957c-5332-4377-9072-5737e14a07eb,2025/3/25,Average,4,3,3,4,3,True,False,False,False,False,True,4,4,5,4,4,False,False,False,False,True,False,False,,
14636,Computer and Information Research Scientists,"Approve, prepare, monitor, and adjust operational budgets.",b987957c-5332-4377-9072-5737e14a07eb,2025/3/25,Average,5,1,3,2,1,False,True,True,True,False,False,3,4,4,4,3,False,False,False,False,False,False,False,,
14641,Software Quality Assurance Analysts and Testers,"Document software defects, using a bug tracking system, and report defects to software developers.",892bca6d-676e-4eb3-88f5-0389e4364edc,2025/3/25,Average,1,5,5,1,5,False,False,False,False,False,False,5,5,4,1,4,True,True,True,False,False,False,False,FALSE,
3482,Computer Systems Analysts,"Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",bc365350-33bd-44d0-a03f-88a0712802b9,2025/3/25,Expert,2,4,4,4,4,False,False,False,False,False,False,4,5,5,4,4,False,True,True,True,True,True,True,FALSE,
3478,Computer Systems Analysts,"Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.",bc365350-33bd-44d0-a03f-88a0712802b9,2025/3/25,Novice,3,1,2,2,1,True,True,True,True,False,False,1,1,3,2,2,False,False,False,False,False,False,False,,FALSE
3484,Computer Systems Analysts,Specify inputs accessed by the system and plan the distribution and use of the results.,bc365350-33bd-44d0-a03f-88a0712802b9,2025/3/25,Expert,1,4,5,4,4,False,False,False,False,False,False,1,3,5,3,4,False,True,True,True,True,True,False,FALSE,
1270,Computer Programmers,"Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.",664bc354-1b66-4518-a897-3a5f2d16a58f,2025/3/25,Expert,3,2,4,3,5,True,False,True,False,False,True,3,3,3,4,3,True,True,True,False,True,False,False,,
1276,Computer Programmers,"Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.",664bc354-1b66-4518-a897-3a5f2d16a58f,2025/3/25,Novice,2,4,4,1,5,False,False,False,False,False,False,4,3,2,3,3,True,True,True,False,True,True,False,FALSE,
1269,Computer Programmers,"Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.",664bc354-1b66-4518-a897-3a5f2d16a58f,2025/3/25,Average,3,2,2,3,4,True,False,False,False,False,True,3,3,3,2,3,True,False,True,False,False,False,False,,
1279,Computer Programmers,"Assign, coordinate, and review work and activities of programming personnel.",664bc354-1b66-4518-a897-3a5f2d16a58f,2025/3/25,Expert,1,3,3,1,4,False,False,False,False,False,False,3,2,2,4,1,False,False,False,False,False,False,False,FALSE,FALSE
21917,Architectural and Civil Drafters,"Produce drawings, using computer-assisted drafting systems (CAD) or drafting machines, or by hand, using compasses, dividers, protractors, triangles, and other drafting devices.",774c78df-78bf-4dea-ae28-39ef52935185,2025/3/25,Expert,2,3,3,4,4,False,False,False,False,False,False,3,1,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
21918,Architectural and Civil Drafters,"Draft plans and detailed drawings for structures, installations, and construction projects, such as highways, sewage disposal systems, and dikes, working from sketches or notes.",774c78df-78bf-4dea-ae28-39ef52935185,2025/3/25,Average,4,1,2,1,1,True,False,True,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
21919,Architectural and Civil Drafters,"Coordinate structural, electrical, and mechanical designs and determine a method of presentation to graphically represent building plans.",774c78df-78bf-4dea-ae28-39ef52935185,2025/3/25,Expert,2,3,3,4,3,False,False,False,False,False,False,3,2,3,3,4,False,True,True,True,True,True,False,FALSE,
21920,Architectural and Civil Drafters,"Analyze building codes, by-laws, space and site requirements, and other technical documents and reports to determine their effect on architectural designs.",774c78df-78bf-4dea-ae28-39ef52935185,2025/3/25,Expert,3,3,4,5,3,False,False,False,False,False,True,2,2,5,5,3,False,True,False,True,False,False,False,,
21922,Architectural and Civil Drafters,"Lay out and plan interior room arrangements for commercial buildings, using computer-assisted drafting (CAD) equipment and software.",774c78df-78bf-4dea-ae28-39ef52935185,2025/3/25,Expert,2,3,4,3,2,False,False,False,False,False,False,2,2,2,4,3,False,False,False,False,True,False,False,FALSE,
21926,Architectural and Civil Drafters,"Draw rough and detailed scale plans for foundations, buildings, and structures, based on preliminary concepts, sketches, engineering calculations, specification sheets, and other data.",774c78df-78bf-4dea-ae28-39ef52935185,2025/3/25,Average,3,3,3,5,4,True,False,True,False,True,False,3,3,3,2,4,False,False,True,False,False,False,False,,
11368,"Production, Planning, and Expediting Clerks",Requisition and maintain inventories of materials or supplies necessary to meet production demands.,1b777245-33b1-429b-8d86-f97486b6da03,2025/3/25,Average,5,1,1,1,1,True,True,True,False,False,False,2,1,1,2,2,False,False,False,False,False,False,False,,FALSE
16284,Clinical Data Managers,"Process clinical data, including receipt, entry, verification, or filing of information.",744ef967-02fc-4500-a30a-aa152851bd14,2025/3/25,Novice,3,1,1,1,1,True,False,False,False,False,True,2,1,2,2,4,True,False,True,False,True,True,False,,
16280,Clinical Data Managers,"Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.",744ef967-02fc-4500-a30a-aa152851bd14,2025/3/25,Novice,4,1,1,1,1,True,False,False,False,False,True,1,1,4,5,5,False,False,True,False,False,False,False,,
16279,Clinical Data Managers,Monitor work productivity or quality to ensure compliance with standard operating procedures.,744ef967-02fc-4500-a30a-aa152851bd14,2025/3/25,Expert,4,2,4,1,1,True,True,False,True,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
16277,Clinical Data Managers,"Prepare data analysis listings and activity, performance, or progress reports.",744ef967-02fc-4500-a30a-aa152851bd14,2025/3/25,Expert,2,2,4,2,3,False,False,False,False,False,False,1,1,4,5,5,False,True,True,False,False,False,False,FALSE,
16283,Clinical Data Managers,Analyze clinical data using appropriate statistical tools.,744ef967-02fc-4500-a30a-aa152851bd14,2025/3/25,Average,4,1,2,1,1,True,True,False,True,False,False,1,1,4,3,5,False,False,True,False,False,False,False,,
16270,Clinical Data Managers,Develop technical specifications for data management programming and communicate needs to information technology staff.,744ef967-02fc-4500-a30a-aa152851bd14,2025/3/25,Expert,2,4,5,3,3,False,False,False,False,False,False,1,3,5,4,5,False,False,True,True,False,True,False,FALSE,
16279,Clinical Data Managers,Monitor work productivity or quality to ensure compliance with standard operating procedures.,15a17f08-fdcc-4b7e-a4d0-823509d8339a,2025/3/25,Average,2,2,2,2,2,False,False,False,False,False,False,3,4,3,2,3,True,False,False,False,False,False,False,FALSE,
19051,Judicial Law Clerks,"Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.",0c57e8c3-229c-44ac-9043-0189cc0ceb54,2025/3/25,Average,3,4,5,2,3,True,False,False,False,True,False,2,1,3,4,4,False,True,True,False,True,False,True,,This task involves source-finding via confidential data pool
19047,Judicial Law Clerks,"Draft or proofread judicial opinions, decisions, or citations.",0c57e8c3-229c-44ac-9043-0189cc0ceb54,2025/3/25,Average,2,1,3,1,1,False,False,False,False,False,False,2,1,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
19056,Judicial Law Clerks,Coordinate judges' meeting and appointment schedules.,0c57e8c3-229c-44ac-9043-0189cc0ceb54,2025/3/25,Novice,1,1,1,3,1,False,False,False,False,False,False,2,1,1,2,1,False,False,False,False,False,False,False,FALSE,FALSE
12904,Personal Financial Advisors,Analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.,28de92a2-2f48-41b0-ab83-19d1232ee282,2025/3/25,Novice,3,3,3,1,4,False,False,True,False,False,False,3,2,3,3,3,False,False,False,True,False,False,False,,
20189,Personal Financial Advisors,"Recommend financial products, such as stocks, bonds, mutual funds, or insurance.",28de92a2-2f48-41b0-ab83-19d1232ee282,2025/3/25,Expert,3,3,3,1,3,False,False,True,False,False,False,3,3,3,3,3,False,False,False,True,False,False,False,,
7373,Mathematicians,"Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.",e3d5d59f-aa03-4d02-ba8d-6f10c8f8846e,2025/3/25,Expert,3,3,5,2,2,True,True,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
7372,Mathematicians,"Assemble sets of assumptions, and explore the consequences of each set.",e3d5d59f-aa03-4d02-ba8d-6f10c8f8846e,2025/3/25,Expert,4,3,4,4,3,True,False,True,False,True,False,1,2,1,5,4,False,False,True,False,True,True,False,,
7371,Mathematicians,Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.,e3d5d59f-aa03-4d02-ba8d-6f10c8f8846e,2025/3/25,Novice,2,1,2,2,2,False,False,False,False,False,False,1,1,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
15415,Quality Control Systems Managers,Review and update standard operating procedures or quality assurance manuals.,947e8745-f6f6-4ccf-abec-673ad2b81ded,2025/3/25,Average,3,1,2,1,1,True,True,False,False,False,False,2,2,2,3,3,True,True,False,False,True,False,False,,
15430,Quality Control Systems Managers,Monitor performance of quality control systems to ensure effectiveness and efficiency.,947e8745-f6f6-4ccf-abec-673ad2b81ded,2025/3/25,Average,2,1,3,1,2,False,False,False,False,False,False,2,3,2,3,4,True,True,False,False,True,True,False,FALSE,
15416,Quality Control Systems Managers,"Produce reports regarding nonconformance of products or processes, daily production quality, root cause analyses, or quality trends.",947e8745-f6f6-4ccf-abec-673ad2b81ded,2025/3/25,Average,2,2,4,3,2,False,False,False,False,False,False,2,3,2,4,4,True,True,True,True,False,False,False,FALSE,
15427,Quality Control Systems Managers,"Communicate quality control information to all relevant organizational departments, outside vendors, or contractors.",947e8745-f6f6-4ccf-abec-673ad2b81ded,2025/3/25,Average,3,1,3,1,1,True,False,False,True,False,False,2,4,2,4,4,True,False,True,True,True,True,False,,
15423,Quality Control Systems Managers,"Document testing procedures, methodologies, or criteria.",947e8745-f6f6-4ccf-abec-673ad2b81ded,2025/3/25,Average,3,1,2,1,1,False,False,False,False,False,False,1,3,2,2,3,False,False,False,True,False,False,False,,
18090,Health Informatics Specialists,"Translate nursing practice information between nurses and systems engineers, analysts, or designers, using object-oriented models or other techniques.",24be0d32-aa1a-442d-8e46-c502eddb5a31,2025/3/25,Expert,5,3,4,3,4,True,False,True,False,False,True,3,4,3,3,3,False,False,False,True,True,False,False,,
18094,Health Informatics Specialists,"Analyze and interpret patient, nursing, or information systems data to improve nursing services.",24be0d32-aa1a-442d-8e46-c502eddb5a31,2025/3/25,Average,3,3,3,4,4,True,False,True,False,False,True,2,3,2,3,4,True,False,True,False,False,False,False,,
18093,Health Informatics Specialists,"Develop, implement, or evaluate health information technology applications, tools, processes, or structures to assist nurses with data management.",24be0d32-aa1a-442d-8e46-c502eddb5a31,2025/3/25,Expert,4,5,4,5,5,False,False,True,False,False,True,4,3,4,4,3,True,False,True,False,True,True,False,,
18092,Health Informatics Specialists,Use informatics science to design or implement health information technology applications for resolution of clinical or health care administrative problems.,24be0d32-aa1a-442d-8e46-c502eddb5a31,2025/3/25,Average,4,3,4,3,3,False,True,False,False,False,True,3,4,3,3,2,False,False,False,False,False,False,False,,FALSE
18103,Health Informatics Specialists,Provide consultation to nurses regarding hardware or software configuration.,24be0d32-aa1a-442d-8e46-c502eddb5a31,2025/3/25,Expert,3,3,4,3,4,False,False,True,False,False,True,2,3,3,3,2,False,False,False,False,False,False,False,,FALSE
21447,Compliance Officers,"Evaluate applications, records, or documents to gather information about eligibility or liability issues.",bb1af171-1a79-4b55-91ba-61fd57115208,2025/3/25,Average,3,3,3,4,5,True,True,True,True,True,True,2,3,3,2,4,True,True,True,True,True,True,True,,
21449,Compliance Officers,"Prepare reports of activities, evaluations, recommendations, or decisions.",bb1af171-1a79-4b55-91ba-61fd57115208,2025/3/25,Expert,3,4,4,3,5,True,True,True,True,True,True,1,3,3,4,3,True,True,True,True,True,True,True,,
300,Graphic Designers,"Determine size and arrangement of illustrative material and copy, and select style and size of type.",8f125cf1-92f2-407d-8972-e9d9743bc329,2025/3/25,Average,4,4,4,1,4,True,False,True,False,False,True,2,3,1,2,3,False,True,False,True,True,False,False,,
306,Graphic Designers,"Develop graphics and layouts for product illustrations, company logos, and Web sites.",8f125cf1-92f2-407d-8972-e9d9743bc329,2025/3/25,Expert,4,4,3,1,5,True,False,True,False,False,True,2,4,3,1,3,False,True,False,True,True,False,False,,
301,Graphic Designers,Use computer software to generate new images.,8f125cf1-92f2-407d-8972-e9d9743bc329,2025/3/25,Average,2,4,3,1,5,False,False,False,False,False,False,3,3,4,4,4,True,False,False,False,False,True,True,FALSE,
304,Graphic Designers,"Review final layouts and suggest improvements, as needed.",8f125cf1-92f2-407d-8972-e9d9743bc329,2025/3/25,Expert,2,4,2,3,3,False,False,False,False,False,False,4,2,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
15228,Graphic Designers,"Maintain archive of images, photos, or previous work products.",8f125cf1-92f2-407d-8972-e9d9743bc329,2025/3/25,Expert,3,5,5,3,5,False,True,False,True,False,True,5,5,4,5,4,True,True,True,False,True,False,True,,
308,Graphic Designers,"Prepare illustrations or rough sketches of material, discussing them with clients or supervisors and making necessary changes.",8f125cf1-92f2-407d-8972-e9d9743bc329,2025/3/25,Expert,5,5,4,3,5,True,True,False,False,False,True,1,3,2,1,1,False,False,False,False,False,False,False,,FALSE
303,Graphic Designers,"Draw and print charts, graphs, illustrations, and other artwork, using computer.",8f125cf1-92f2-407d-8972-e9d9743bc329,2025/3/25,Expert,4,5,5,1,4,True,True,True,False,False,True,2,2,3,2,2,False,False,False,False,False,False,False,,FALSE
307,Graphic Designers,Key information into computer equipment to create layouts for client or supervisor.,8f125cf1-92f2-407d-8972-e9d9743bc329,2025/3/25,Average,2,4,2,3,4,False,False,False,False,False,False,2,5,2,3,3,True,False,False,True,False,True,False,FALSE,
15229,Graphic Designers,Research new software or design concepts.,8f125cf1-92f2-407d-8972-e9d9743bc329,2025/3/25,Expert,2,4,2,2,4,False,False,False,False,False,False,5,3,2,3,1,False,False,False,False,False,False,False,FALSE,FALSE
309,Graphic Designers,"Study illustrations and photographs to plan presentation of materials, products, or services.",8f125cf1-92f2-407d-8972-e9d9743bc329,2025/3/25,Expert,5,5,3,3,5,False,False,False,True,True,True,4,3,5,2,4,True,True,True,False,False,False,False,,
21078,Legal Secretaries and Administrative Assistants,"Prepare, proofread, or process legal documents, such as summonses, subpoenas, complaints, appeals, motions, or pretrial agreements.",f594c98f-34db-4ec3-8544-c86df5c4e16f,2025/3/25,Average,1,1,1,1,2,False,False,False,False,False,False,2,2,2,4,5,True,False,True,False,True,False,False,FALSE,
766,Legal Secretaries and Administrative Assistants,Schedule and make appointments.,f594c98f-34db-4ec3-8544-c86df5c4e16f,2025/3/25,Expert,5,1,1,1,1,True,False,False,False,False,True,1,5,1,1,2,False,False,False,False,False,False,False,,FALSE
768,Legal Secretaries and Administrative Assistants,"Organize and maintain law libraries, documents, and case files.",f594c98f-34db-4ec3-8544-c86df5c4e16f,2025/3/25,Expert,5,1,1,1,1,True,True,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
771,Legal Secretaries and Administrative Assistants,Draft and type office memos.,f594c98f-34db-4ec3-8544-c86df5c4e16f,2025/3/25,Expert,1,1,1,1,2,False,False,False,False,False,False,1,5,1,5,5,False,False,True,True,False,True,True,FALSE,
774,Legal Secretaries and Administrative Assistants,"Complete various forms, such as accident reports, trial and courtroom requests, and applications for clients.",f594c98f-34db-4ec3-8544-c86df5c4e16f,2025/3/25,Expert,5,1,1,1,1,True,False,False,False,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
18780,Legal Secretaries and Administrative Assistants,Prepare and distribute invoices to bill clients or pay account expenses.,f594c98f-34db-4ec3-8544-c86df5c4e16f,2025/3/25,Expert,3,1,1,1,2,True,False,False,False,False,True,1,3,1,3,3,False,False,True,True,False,False,True,,
773,Legal Secretaries and Administrative Assistants,Submit articles and information from searches to attorneys for review and approval for use.,f594c98f-34db-4ec3-8544-c86df5c4e16f,2025/3/25,Expert,3,2,4,2,3,True,False,False,False,True,True,2,2,2,2,5,False,False,True,False,True,False,False,,
21079,Legal Secretaries and Administrative Assistants,Make travel arrangements for attorneys.,f594c98f-34db-4ec3-8544-c86df5c4e16f,2025/3/25,Average,5,1,1,1,1,True,False,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
20558,Photographers,"Transfer photographs to computers for editing, archiving, and electronic transmission.",9c5e508e-d60f-46c1-adbf-3e28a6e1f02f,2025/3/26,Average,5,1,1,2,3,True,True,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
9352,Photographers,"Manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.",9c5e508e-d60f-46c1-adbf-3e28a6e1f02f,2025/3/26,Average,3,2,2,2,2,False,False,True,False,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
9357,Photographers,"Enhance, retouch, and resize photographs and negatives, using airbrushing and other techniques.",9c5e508e-d60f-46c1-adbf-3e28a6e1f02f,2025/3/26,Average,1,4,4,3,4,False,False,False,False,False,False,1,1,3,4,5,False,True,True,False,True,False,False,FALSE,
9351,Photographers,"Estimate or measure light levels, distances, and numbers of exposures needed, using measuring devices and formulas.",9c5e508e-d60f-46c1-adbf-3e28a6e1f02f,2025/3/26,Average,3,1,1,1,1,True,True,False,True,False,False,1,2,2,2,1,False,False,False,False,False,False,False,,FALSE
9354,Photographers,"Perform general office duties, such as scheduling appointments, keeping books, and ordering supplies.",9c5e508e-d60f-46c1-adbf-3e28a6e1f02f,2025/3/26,Expert,4,2,2,2,2,False,True,False,True,False,False,1,3,2,4,1,False,False,False,False,False,False,False,,FALSE
9350,Photographers,Review sets of photographs to select the best work.,9c5e508e-d60f-46c1-adbf-3e28a6e1f02f,2025/3/26,Expert,2,3,4,3,3,False,False,False,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20560,Photographers,Write photograph captions.,9c5e508e-d60f-46c1-adbf-3e28a6e1f02f,2025/3/26,Average,3,2,2,3,2,False,False,False,False,True,False,2,2,3,2,3,False,False,False,True,True,False,False,,
22522,Producers and Directors,"Research production topics using the internet, video archives, and other informational sources.",ad44c8bf-5803-430d-af6c-5cd0a3ffc72b,2025/3/26,Expert,3,1,3,2,3,True,True,False,False,False,True,2,2,2,3,2,False,False,False,False,False,False,False,,FALSE
22519,Producers and Directors,Study and research scripts to determine how they should be directed.,ad44c8bf-5803-430d-af6c-5cd0a3ffc72b,2025/3/26,Expert,1,2,4,2,4,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15898,Logistics Analysts,Maintain databases of logistics information.,2aceab73-b85c-4ece-a81b-519257363850,2025/4/8,Novice,4,1,2,1,1,True,True,False,False,False,True,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
22532,Producers and Directors,"Perform management activities, such as budgeting, scheduling, planning, and marketing.",ad44c8bf-5803-430d-af6c-5cd0a3ffc72b,2025/3/26,Average,3,2,2,2,1,True,False,False,True,True,True,2,4,4,3,3,True,True,True,True,True,True,True,,
22527,Producers and Directors,Conduct meetings with staff to discuss production progress and to ensure production objectives are attained.,ad44c8bf-5803-430d-af6c-5cd0a3ffc72b,2025/3/26,Average,3,3,3,1,2,False,True,True,False,True,True,2,4,4,4,2,False,False,False,False,False,False,False,,FALSE
22528,Producers and Directors,"Compile scripts, program notes, and other material related to productions.",ad44c8bf-5803-430d-af6c-5cd0a3ffc72b,2025/3/26,Average,4,1,3,2,3,True,True,True,False,False,True,2,3,2,4,3,False,False,False,False,False,False,False,,
22539,Producers and Directors,Write and submit proposals to bid on contracts for projects.,ad44c8bf-5803-430d-af6c-5cd0a3ffc72b,2025/3/26,Average,2,1,4,2,4,False,False,False,False,False,False,1,1,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
22533,Producers and Directors,Compose and edit scripts or provide screenwriters with story outlines from which scripts can be written.,ad44c8bf-5803-430d-af6c-5cd0a3ffc72b,2025/3/26,Expert,2,1,3,2,4,False,False,False,False,False,False,1,4,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
22535,Producers and Directors,Cut and edit film or tape to integrate component parts into desired sequences.,ad44c8bf-5803-430d-af6c-5cd0a3ffc72b,2025/3/26,Average,3,2,2,2,3,False,False,True,False,True,False,1,3,2,2,3,False,True,True,True,True,True,True,,
22537,Producers and Directors,Review film daily to check on work in progress and to plan for future filming.,ad44c8bf-5803-430d-af6c-5cd0a3ffc72b,2025/3/26,Expert,1,1,3,2,4,False,False,False,False,False,False,1,4,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
22529,Producers and Directors,"Perform administrative duties, such as preparing operational reports, distributing rehearsal call sheets and script copies, and arranging for rehearsal quarters.",ad44c8bf-5803-430d-af6c-5cd0a3ffc72b,2025/3/26,Average,4,1,2,1,1,True,True,True,False,True,True,1,4,4,4,3,False,True,True,True,True,True,False,,
22655,Writers and Authors,Vary language and tone of messages based on product and medium.,c935d8ac-7b92-4b25-bd99-ea796d4ac49f,2025/3/26,Average,5,1,4,1,3,True,False,False,False,False,True,1,2,1,3,3,False,False,False,True,False,False,False,,
22654,Writers and Authors,Present drafts and ideas to clients.,c935d8ac-7b92-4b25-bd99-ea796d4ac49f,2025/3/26,Expert,3,3,4,1,4,False,False,True,False,False,True,1,4,3,4,3,False,False,True,True,True,True,True,,
22660,Writers and Authors,"Review advertising trends, consumer surveys, and other data regarding marketing of goods and services to determine the best way to promote products.",c935d8ac-7b92-4b25-bd99-ea796d4ac49f,2025/3/26,Expert,2,1,4,1,4,False,False,False,False,False,False,1,4,3,4,3,False,False,True,True,True,True,False,FALSE,
22657,Writers and Authors,"Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.",c935d8ac-7b92-4b25-bd99-ea796d4ac49f,2025/3/26,Expert,3,5,5,4,5,False,False,True,False,False,True,1,4,2,4,3,False,False,True,True,True,True,True,,
22658,Writers and Authors,Conduct research and interviews to determine which of a product's selling features should be promoted.,c935d8ac-7b92-4b25-bd99-ea796d4ac49f,2025/3/26,Expert,5,2,2,1,2,True,True,True,True,False,True,1,5,3,4,4,False,False,False,False,False,False,False,,
14731,Web Administrators,Back up or modify applications and related data to provide for disaster recovery.,2631f77a-b54f-4d19-90e3-069f0a8be26e,2025/3/26,Average,5,1,1,1,1,True,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
14758,Web Administrators,"Correct testing-identified problems, or recommend actions for their resolution.",2631f77a-b54f-4d19-90e3-069f0a8be26e,2025/3/26,Expert,3,4,4,1,5,False,False,False,False,False,True,4,5,5,4,3,True,True,True,True,True,True,True,,
20475,Training and Development Specialists,"Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.",76abbbca-cbe6-419e-a759-47dad1b99325,2025/3/26,Average,3,3,2,4,3,True,False,False,False,False,False,3,4,3,4,4,True,False,False,False,False,True,True,,
98,Training and Development Specialists,"Monitor, evaluate, or record training activities or program effectiveness.",76abbbca-cbe6-419e-a759-47dad1b99325,2025/3/26,Novice,3,2,3,4,3,False,False,True,True,False,False,3,3,4,3,2,False,False,False,False,False,False,False,,FALSE
20474,Training and Development Specialists,"Design, plan, organize, or direct orientation and training programs for employees or customers.",76abbbca-cbe6-419e-a759-47dad1b99325,2025/3/26,Expert,3,3,4,5,4,False,True,False,True,True,False,3,4,3,2,4,False,False,False,False,False,False,False,,
102,Training and Development Specialists,Develop alternative training methods if expected improvements are not seen.,76abbbca-cbe6-419e-a759-47dad1b99325,2025/3/26,Average,2,2,3,4,3,False,False,False,False,False,False,3,3,4,3,3,True,True,False,False,False,False,False,FALSE,
101,Training and Development Specialists,"Evaluate training materials prepared by instructors, such as outlines, text, or handouts.",76abbbca-cbe6-419e-a759-47dad1b99325,2025/3/26,Novice,3,3,3,2,3,False,False,True,True,False,False,1,2,3,2,2,False,False,False,False,False,False,False,,FALSE
20476,Training and Development Specialists,Monitor training costs and prepare budget reports to justify expenditures.,76abbbca-cbe6-419e-a759-47dad1b99325,2025/3/26,Novice,2,1,4,2,3,False,False,False,False,False,False,2,3,3,2,3,True,False,False,False,False,False,False,FALSE,
106,Training and Development Specialists,Devise programs to develop executive potential among employees in lower-level positions.,76abbbca-cbe6-419e-a759-47dad1b99325,2025/3/26,Average,2,1,4,3,4,False,False,False,False,False,False,1,4,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
93,Training and Development Specialists,"Keep up with developments in area of expertise by reading current journals, books, or magazine articles.",76abbbca-cbe6-419e-a759-47dad1b99325,2025/3/26,Expert,3,2,3,2,3,False,False,True,False,False,False,2,4,3,3,2,False,False,False,False,False,False,False,,FALSE
95,Training and Development Specialists,"Schedule classes based on availability of classrooms, equipment, or instructors.",76abbbca-cbe6-419e-a759-47dad1b99325,2025/3/26,Novice,3,1,1,1,1,False,False,False,True,False,False,2,1,2,2,1,False,False,False,False,False,False,False,,FALSE
23951,Public Relations Specialists,Post and update content on the company's Web site and social media outlets.,a009627d-e854-453e-89d0-34bf2b8b7f12,2025/3/26,Expert,3,5,4,1,5,True,True,False,False,False,False,3,2,4,2,5,False,True,True,False,True,True,False,,
20554,Public Relations Specialists,Write press releases or other media communications to promote clients.,a009627d-e854-453e-89d0-34bf2b8b7f12,2025/3/26,Expert,1,4,5,2,5,False,False,False,False,False,False,2,3,4,5,3,False,True,True,False,False,True,False,FALSE,
1769,Public Relations Specialists,"Study the objectives, promotional policies, or needs of organizations to develop public relations strategies that will influence public opinion or promote ideas, products, or services.",a009627d-e854-453e-89d0-34bf2b8b7f12,2025/3/26,Novice,3,3,5,1,5,False,False,True,False,False,False,3,5,4,4,5,True,True,False,False,False,True,False,,
21078,Legal Secretaries and Administrative Assistants,"Prepare, proofread, or process legal documents, such as summonses, subpoenas, complaints, appeals, motions, or pretrial agreements.",c0b52f51-20ec-42b8-8f59-6471214f5a05,2025/3/26,Expert,2,2,4,4,3,False,False,False,False,False,False,1,3,4,4,4,False,True,True,True,True,True,True,FALSE,
768,Legal Secretaries and Administrative Assistants,"Organize and maintain law libraries, documents, and case files.",c0b52f51-20ec-42b8-8f59-6471214f5a05,2025/3/26,Expert,1,1,4,4,2,False,False,False,False,False,False,2,2,2,4,4,False,True,True,True,True,True,True,FALSE,
771,Legal Secretaries and Administrative Assistants,Draft and type office memos.,c0b52f51-20ec-42b8-8f59-6471214f5a05,2025/3/26,Expert,1,1,3,4,3,False,False,False,False,False,False,1,4,2,3,4,False,True,True,True,True,True,True,FALSE,
774,Legal Secretaries and Administrative Assistants,"Complete various forms, such as accident reports, trial and courtroom requests, and applications for clients.",c0b52f51-20ec-42b8-8f59-6471214f5a05,2025/3/26,Expert,2,1,2,4,2,False,False,False,False,False,False,1,3,2,3,4,False,True,True,True,True,True,True,FALSE,
18780,Legal Secretaries and Administrative Assistants,Prepare and distribute invoices to bill clients or pay account expenses.,c0b52f51-20ec-42b8-8f59-6471214f5a05,2025/3/26,Expert,1,2,3,4,3,False,False,False,False,False,False,1,4,2,3,4,False,True,True,True,True,True,True,FALSE,
773,Legal Secretaries and Administrative Assistants,Submit articles and information from searches to attorneys for review and approval for use.,c0b52f51-20ec-42b8-8f59-6471214f5a05,2025/3/26,Expert,2,1,4,2,4,False,False,False,False,False,False,1,4,2,4,4,False,True,True,True,True,True,True,FALSE,
21079,Legal Secretaries and Administrative Assistants,Make travel arrangements for attorneys.,c0b52f51-20ec-42b8-8f59-6471214f5a05,2025/3/26,Average,2,2,3,4,3,False,False,False,False,False,False,1,4,2,4,4,False,True,True,True,True,True,True,FALSE,
21319,Financial Managers,Oversee the flow of cash or financial instruments.,5bca7934-a984-41e6-9bfd-4ca9639819c4,2025/3/26,Expert,1,3,5,5,3,False,False,False,False,False,False,2,3,3,4,3,False,True,False,False,True,True,True,FALSE,
21315,Financial Managers,Evaluate data pertaining to costs to plan budgets.,5bca7934-a984-41e6-9bfd-4ca9639819c4,2025/3/26,Expert,2,2,4,5,3,False,False,False,False,False,False,2,3,4,4,3,False,True,True,False,True,True,False,FALSE,
21321,Financial Managers,Develop or analyze information to assess the current or future financial status of firms.,5bca7934-a984-41e6-9bfd-4ca9639819c4,2025/3/26,Expert,1,4,4,2,4,False,False,False,False,False,False,2,1,4,4,3,False,True,False,False,False,True,False,FALSE,
21318,Financial Managers,"Approve, reject, or coordinate the approval or rejection of lines of credit or commercial, real estate, or personal loans.",5bca7934-a984-41e6-9bfd-4ca9639819c4,2025/3/26,Average,2,2,3,4,3,False,False,False,False,False,False,4,4,4,3,1,False,False,False,False,False,False,False,FALSE,FALSE
21320,Financial Managers,"Prepare financial or regulatory reports required by laws, regulations, or boards of directors.",5bca7934-a984-41e6-9bfd-4ca9639819c4,2025/3/26,Expert,1,4,4,5,5,False,False,False,False,False,False,1,4,3,3,4,False,False,False,True,False,False,True,FALSE,
21317,Financial Managers,"Examine, evaluate, or process loan applications.",5bca7934-a984-41e6-9bfd-4ca9639819c4,2025/3/26,Expert,2,2,4,4,4,False,False,False,False,False,False,2,4,4,2,5,False,True,False,False,True,False,False,FALSE,
21314,Financial Managers,Prepare operational or risk reports for management analysis.,5bca7934-a984-41e6-9bfd-4ca9639819c4,2025/3/26,Average,3,3,4,2,2,False,True,False,True,False,True,3,3,5,4,4,False,True,True,False,True,True,True,,
21326,Financial Managers,Review collection reports to determine the status of collections and the amounts of outstanding balances.,5bca7934-a984-41e6-9bfd-4ca9639819c4,2025/3/26,Expert,3,2,3,3,4,True,False,False,False,False,True,4,2,2,2,3,True,False,False,False,True,False,False,,
21329,Financial Managers,Review reports of securities transactions or price lists to analyze market conditions.,5bca7934-a984-41e6-9bfd-4ca9639819c4,2025/3/26,Average,3,2,3,5,3,True,False,True,False,False,True,3,2,3,3,3,False,True,False,False,False,False,False,,
1764,Public Relations Specialists,Respond to requests for information from the media or designate an appropriate spokesperson or information source.,c0fbaee7-b060-4436-a98f-16b9786ff413,2025/3/26,Average,3,2,3,4,3,True,False,True,False,False,True,2,4,3,4,4,True,True,True,False,False,True,False,,
23951,Public Relations Specialists,Post and update content on the company's Web site and social media outlets.,c0fbaee7-b060-4436-a98f-16b9786ff413,2025/3/26,Average,2,3,2,3,3,False,False,False,False,False,False,2,2,3,2,3,False,False,False,True,True,False,True,FALSE,
20554,Public Relations Specialists,Write press releases or other media communications to promote clients.,c0fbaee7-b060-4436-a98f-16b9786ff413,2025/3/26,Expert,3,2,3,2,3,False,True,True,True,False,False,2,3,3,2,3,False,True,False,True,False,False,False,,
20557,Public Relations Specialists,"Prepare or edit organizational publications, such as employee newsletters or stockholders' reports, for internal or external audiences.",c0fbaee7-b060-4436-a98f-16b9786ff413,2025/3/26,Average,3,2,3,2,2,True,False,True,False,False,False,3,3,2,2,3,False,False,True,False,True,False,False,,
15980,Sustainability Specialists,"Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling.",1c126851-f5bf-475a-8ba6-8b75a6540f56,2025/3/26,Average,3,1,5,2,3,False,True,True,False,False,True,1,3,4,4,3,False,True,False,False,True,True,False,,
15979,Sustainability Specialists,"Assess or propose sustainability initiatives, considering factors such as cost effectiveness, technical feasibility, and acceptance.",1c126851-f5bf-475a-8ba6-8b75a6540f56,2025/3/26,Expert,2,4,5,4,4,False,False,False,False,False,False,2,4,5,4,4,False,True,True,True,False,True,True,FALSE,
15973,Sustainability Specialists,Provide technical or administrative support for sustainability programs or issues.,1c126851-f5bf-475a-8ba6-8b75a6540f56,2025/3/26,Expert,2,3,3,1,5,False,False,False,False,False,False,1,3,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
15968,Sustainability Specialists,Review and revise sustainability proposals or policies.,1c126851-f5bf-475a-8ba6-8b75a6540f56,2025/3/26,Expert,2,3,5,1,3,False,False,False,False,False,False,1,2,3,5,2,False,False,False,False,False,False,False,FALSE,FALSE
15976,Sustainability Specialists,Develop reports or presentations to communicate the effectiveness of sustainability initiatives.,1c126851-f5bf-475a-8ba6-8b75a6540f56,2025/3/26,Expert,4,2,2,1,2,True,True,False,False,False,True,1,2,2,1,1,False,False,False,False,False,False,False,,FALSE
15975,Sustainability Specialists,Create or maintain plans or other documents related to sustainability projects.,1c126851-f5bf-475a-8ba6-8b75a6540f56,2025/3/26,Expert,2,4,5,4,4,False,False,False,False,False,False,2,3,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
15978,Sustainability Specialists,Collect information about waste stream management or green building practices to inform decision makers.,1c126851-f5bf-475a-8ba6-8b75a6540f56,2025/3/26,Average,3,1,3,1,3,True,True,True,False,False,False,1,2,1,2,1,False,False,False,False,False,False,False,,FALSE
15969,Sustainability Specialists,"Research or review regulatory, technical, or market issues related to sustainability.",1c126851-f5bf-475a-8ba6-8b75a6540f56,2025/3/26,Expert,2,4,4,5,4,False,False,False,False,False,False,1,3,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
15979,Sustainability Specialists,"Assess or propose sustainability initiatives, considering factors such as cost effectiveness, technical feasibility, and acceptance.",7730cb51-c7c7-4129-a452-59c3ce437107,2025/3/26,Average,5,3,4,1,3,True,True,False,False,True,False,3,4,3,3,3,False,False,False,False,True,False,False,,
15968,Sustainability Specialists,Review and revise sustainability proposals or policies.,7730cb51-c7c7-4129-a452-59c3ce437107,2025/3/26,Expert,5,5,5,1,1,True,True,True,True,True,True,1,5,5,5,5,False,True,True,False,True,True,True,,
15980,Sustainability Specialists,"Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling.",579c1a64-0646-4387-bb43-3c87bd278299,2025/3/26,Average,4,1,3,1,2,True,True,True,False,True,True,3,2,2,3,2,False,False,False,False,False,False,False,,FALSE
15979,Sustainability Specialists,"Assess or propose sustainability initiatives, considering factors such as cost effectiveness, technical feasibility, and acceptance.",579c1a64-0646-4387-bb43-3c87bd278299,2025/3/26,Average,3,1,3,2,4,False,False,True,True,True,False,1,3,4,4,3,False,True,True,True,True,False,True,,
15973,Sustainability Specialists,Provide technical or administrative support for sustainability programs or issues.,579c1a64-0646-4387-bb43-3c87bd278299,2025/3/26,Expert,3,4,5,4,5,True,False,True,False,False,True,1,3,3,3,3,False,False,True,True,True,True,False,,
15968,Sustainability Specialists,Review and revise sustainability proposals or policies.,579c1a64-0646-4387-bb43-3c87bd278299,2025/3/26,Average,3,1,4,2,2,True,True,False,False,False,True,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
15976,Sustainability Specialists,Develop reports or presentations to communicate the effectiveness of sustainability initiatives.,579c1a64-0646-4387-bb43-3c87bd278299,2025/3/26,Novice,2,1,3,2,3,False,False,False,False,False,False,1,2,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
15975,Sustainability Specialists,Create or maintain plans or other documents related to sustainability projects.,579c1a64-0646-4387-bb43-3c87bd278299,2025/3/26,Expert,3,4,4,3,5,True,True,True,False,False,True,1,3,2,3,2,False,False,False,False,False,False,False,,FALSE
15978,Sustainability Specialists,Collect information about waste stream management or green building practices to inform decision makers.,579c1a64-0646-4387-bb43-3c87bd278299,2025/3/26,Novice,4,1,3,1,4,True,True,False,False,False,True,2,2,3,3,2,False,False,False,False,False,False,False,,FALSE
15969,Sustainability Specialists,"Research or review regulatory, technical, or market issues related to sustainability.",579c1a64-0646-4387-bb43-3c87bd278299,2025/3/26,Expert,3,4,4,2,4,True,False,False,False,False,True,1,2,4,4,3,False,True,True,True,True,True,False,,
16211,Video Game Designers,Create gameplay prototypes for presentation to creative and technical staff and management.,58f3bece-bd91-46bc-bea7-031e160b0898,2025/3/26,Novice,2,1,4,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
16203,Video Game Designers,Prepare two-dimensional concept layouts or three-dimensional mock-ups.,58f3bece-bd91-46bc-bea7-031e160b0898,2025/3/26,Expert,5,5,3,4,4,True,True,False,True,True,False,3,3,2,3,2,False,False,False,False,False,False,False,,FALSE
2816,Desktop Publishers,"Operate desktop publishing software and equipment to design, lay out, and produce camera-ready copy.",b1dca517-b9dc-427d-acd6-5cd1055ab587,2025/3/26,Average,3,3,3,1,5,True,False,True,False,False,True,2,3,4,4,4,True,True,True,True,False,True,True,,
2815,Desktop Publishers,Check preliminary and final proofs for errors and make necessary corrections.,b1dca517-b9dc-427d-acd6-5cd1055ab587,2025/3/26,Novice,2,1,1,1,3,False,False,False,False,False,False,3,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
2818,Desktop Publishers,"Enter text into computer keyboard and select the size and style of type, column width, and appropriate spacing for printed materials.",b1dca517-b9dc-427d-acd6-5cd1055ab587,2025/3/26,Expert,4,3,4,4,3,False,True,False,False,True,False,3,3,3,4,5,False,True,False,False,False,False,False,,
2821,Desktop Publishers,"Enter digitized data into electronic prepress system computer memory, using scanner, camera, keyboard, or mouse.",b1dca517-b9dc-427d-acd6-5cd1055ab587,2025/3/26,Expert,4,3,2,4,2,False,False,True,False,False,False,2,2,2,1,5,False,False,True,False,False,False,False,,
14623,Computer and Information Research Scientists,Analyze problems to develop solutions involving computer hardware and software.,18bf3b1a-380d-4286-8893-5bb8f8c29efb,2025/4/6,Average,5,4,3,1,3,True,True,False,True,False,True,4,5,5,4,5,True,False,False,True,True,True,False,,
14624,Computer and Information Research Scientists,Assign or schedule tasks to meet work priorities and goals.,18bf3b1a-380d-4286-8893-5bb8f8c29efb,2025/4/6,Expert,5,5,4,3,4,True,True,False,True,False,True,3,5,4,4,4,False,False,False,True,False,True,True,,
14625,Computer and Information Research Scientists,Evaluate project plans and proposals to assess feasibility issues.,18bf3b1a-380d-4286-8893-5bb8f8c29efb,2025/4/6,Average,5,5,3,1,4,False,True,True,False,False,True,2,5,4,4,5,False,True,True,True,False,True,True,,
14636,Computer and Information Research Scientists,"Approve, prepare, monitor, and adjust operational budgets.",18bf3b1a-380d-4286-8893-5bb8f8c29efb,2025/4/6,Average,5,4,3,1,3,True,True,False,True,False,True,3,5,4,4,5,True,True,True,False,True,True,False,,
4618,Telemarketers,"Deliver prepared sales talks, reading from scripts that describe products or services, to persuade potential customers to purchase a product or service or to make a donation.",b13767df-e2f7-4de2-a5a7-d6e418ee82e3,2025/4/7,Expert,2,4,4,1,4,False,False,False,False,False,False,2,3,2,2,3,False,True,True,False,False,False,False,FALSE,
4621,Telemarketers,"Obtain customer information such as name, address, and payment method, and enter orders into computers.",b13767df-e2f7-4de2-a5a7-d6e418ee82e3,2025/4/7,Expert,2,3,3,4,3,False,False,False,False,False,False,2,2,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
4628,Telemarketers,Schedule appointments for sales representatives to meet with prospective customers or for customers to attend sales presentations.,b13767df-e2f7-4de2-a5a7-d6e418ee82e3,2025/4/7,Average,3,2,2,2,2,True,False,False,False,False,True,2,2,3,2,2,False,False,False,False,False,False,False,,FALSE
20474,Training and Development Specialists,"Design, plan, organize, or direct orientation and training programs for employees or customers.",7bac1fda-41e1-4ed3-b443-a6484e8ec067,2025/4/7,Expert,3,4,4,3,3,False,False,True,False,False,True,1,3,4,4,4,False,True,True,True,True,True,True,,
20476,Training and Development Specialists,Monitor training costs and prepare budget reports to justify expenditures.,7bac1fda-41e1-4ed3-b443-a6484e8ec067,2025/4/7,Average,4,1,2,1,1,True,True,False,True,True,False,1,3,4,4,5,False,True,True,True,True,True,True,,
106,Training and Development Specialists,Devise programs to develop executive potential among employees in lower-level positions.,7bac1fda-41e1-4ed3-b443-a6484e8ec067,2025/4/7,Expert,3,4,4,3,4,False,False,True,False,False,False,1,4,4,4,5,False,True,True,True,True,True,False,,
93,Training and Development Specialists,"Keep up with developments in area of expertise by reading current journals, books, or magazine articles.",7bac1fda-41e1-4ed3-b443-a6484e8ec067,2025/4/7,Expert,5,3,4,1,3,True,False,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
23905,Molecular and Cellular Biologists,"Prepare or review reports, manuscripts, or meeting presentations.",d3bcf649-504e-4745-b1a7-458d3b3155b7,2025/4/8,Expert,4,4,4,3,2,False,False,False,False,False,True,4,3,3,3,3,False,False,False,False,False,False,True,,
16814,Molecular and Cellular Biologists,Compile and analyze molecular or cellular experimental data and adjust experimental designs as necessary.,d3bcf649-504e-4745-b1a7-458d3b3155b7,2025/4/8,Expert,4,3,3,3,2,True,True,False,False,False,False,3,3,3,3,3,False,False,False,True,False,False,False,,
3967,Technical Writers,Maintain records and files of work and revisions.,8086fb04-3256-4e0a-81d6-96274e3676c5,2025/4/8,Expert,4,3,3,4,3,False,False,True,False,False,False,3,2,2,2,2,False,False,False,False,False,False,False,,FALSE
3968,Technical Writers,"Edit, standardize, or make changes to material prepared by other writers or establishment personnel.",8086fb04-3256-4e0a-81d6-96274e3676c5,2025/4/8,Expert,2,3,3,1,5,False,False,False,False,False,False,2,1,5,5,1,False,False,False,False,False,False,False,FALSE,FALSE
20009,Logistics Analysts,"Remotely monitor the flow of vehicles or inventory, using Web-based logistics information systems to track vehicles or containers.",2aceab73-b85c-4ece-a81b-519257363850,2025/4/8,Average,4,1,2,1,2,True,False,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
15889,Logistics Analysts,"Communicate with or monitor service providers, such as ocean carriers, air freight forwarders, global consolidators, customs brokers, or trucking companies.",2aceab73-b85c-4ece-a81b-519257363850,2025/4/8,Average,2,2,3,3,3,False,False,False,False,False,False,2,4,3,4,3,False,True,False,True,False,True,True,FALSE,
15890,Logistics Analysts,Track product flow from origin to final delivery.,2aceab73-b85c-4ece-a81b-519257363850,2025/4/8,Average,3,4,4,2,2,True,True,False,False,False,True,1,3,2,3,3,False,False,True,True,True,True,False,,
15903,Logistics Analysts,"Interpret data on logistics elements, such as availability, maintainability, reliability, supply chain management, strategic sourcing or distribution, supplier management, or transportation.",2aceab73-b85c-4ece-a81b-519257363850,2025/4/8,Average,3,3,3,2,2,True,False,False,False,True,True,2,3,3,4,3,True,False,True,True,True,True,False,,
15893,Logistics Analysts,Recommend improvements to existing or planned logistics processes.,2aceab73-b85c-4ece-a81b-519257363850,2025/4/8,Average,4,1,3,1,2,False,False,True,False,False,False,1,2,2,4,2,False,False,False,False,False,False,False,,FALSE
15904,Logistics Analysts,"Apply analytic methods or tools to understand, predict, or control logistics operations or processes.",2aceab73-b85c-4ece-a81b-519257363850,2025/4/8,Average,4,1,2,2,2,True,False,True,False,True,False,1,2,2,4,2,False,False,False,False,False,False,False,,FALSE
15895,Logistics Analysts,Prepare reports on logistics performance measures.,2aceab73-b85c-4ece-a81b-519257363850,2025/4/8,Average,5,1,2,1,2,True,True,False,False,True,True,1,1,1,3,1,False,False,False,False,False,False,False,,FALSE
15883,Logistics Analysts,Enter logistics-related data into databases.,2aceab73-b85c-4ece-a81b-519257363850,2025/4/8,Average,5,4,4,2,2,True,True,True,False,False,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
15894,Logistics Analysts,"Provide ongoing analyses in areas such as transportation costs, parts procurement, back orders, or delivery processes.",2aceab73-b85c-4ece-a81b-519257363850,2025/4/8,Average,4,1,3,2,2,True,False,True,False,False,False,2,2,2,4,2,False,False,False,False,False,False,False,,FALSE
18991,Computer Network Support Specialists,Configure security settings or access permissions for groups or individuals.,70db1c21-41b7-4b5a-9643-bbcdde14b005,2025/4/9,Expert,2,1,5,4,5,False,False,False,False,False,False,1,1,4,5,2,False,False,False,False,False,False,False,FALSE,FALSE
19003,Computer Network Support Specialists,Analyze and report computer network security breaches or attempted breaches.,70db1c21-41b7-4b5a-9643-bbcdde14b005,2025/4/9,Expert,4,3,5,4,4,False,True,True,False,False,True,1,1,5,5,3,False,True,True,False,True,False,True,,
18993,Computer Network Support Specialists,Document network support activities.,70db1c21-41b7-4b5a-9643-bbcdde14b005,2025/4/9,Expert,4,2,5,3,5,True,True,True,True,False,True,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
18992,Computer Network Support Specialists,Configure wide area network (WAN) or local area network (LAN) routers or related equipment.,70db1c21-41b7-4b5a-9643-bbcdde14b005,2025/4/9,Expert,2,4,5,5,5,False,False,False,False,False,False,3,1,4,5,4,False,True,True,False,True,True,True,FALSE,
19002,Computer Network Support Specialists,Troubleshoot network or connectivity problems for users or user groups.,70db1c21-41b7-4b5a-9643-bbcdde14b005,2025/4/9,Expert,3,4,5,3,5,True,True,True,True,True,True,3,3,4,5,3,True,True,True,True,True,True,True,,
19010,Computer Network Support Specialists,Provide telephone support related to networking or connectivity issues.,70db1c21-41b7-4b5a-9643-bbcdde14b005,2025/4/9,Expert,4,3,5,3,3,True,True,True,True,True,True,1,5,3,5,1,False,False,False,False,False,False,False,,FALSE
18989,Computer Network Support Specialists,"Analyze network data to determine network usage, disk space availability, or server function.",70db1c21-41b7-4b5a-9643-bbcdde14b005,2025/4/9,Expert,5,4,5,3,4,True,True,True,True,True,True,3,2,3,5,2,False,False,False,False,False,False,False,,FALSE
2825,Desktop Publishers,Study layout or other design instructions to determine work to be done and sequence of operations.,b1dca517-b9dc-427d-acd6-5cd1055ab587,2025/3/26,Expert,4,3,4,4,4,False,False,True,False,False,True,3,4,4,2,2,False,False,False,False,False,False,False,,FALSE
14734,Web Administrators,"Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.",2a716add-6dcc-4ce5-bc45-6b1368759273,2025/3/26,Novice,4,1,2,1,1,True,True,True,True,True,True,1,1,4,5,3,False,True,True,False,False,True,False,,
14731,Web Administrators,Back up or modify applications and related data to provide for disaster recovery.,2a716add-6dcc-4ce5-bc45-6b1368759273,2025/3/26,Novice,4,1,2,1,1,True,True,False,True,False,False,2,1,2,2,2,False,False,False,False,False,False,False,,FALSE
14758,Web Administrators,"Correct testing-identified problems, or recommend actions for their resolution.",2a716add-6dcc-4ce5-bc45-6b1368759273,2025/3/26,Average,3,1,3,3,1,True,True,True,True,False,False,1,3,4,4,3,False,True,True,False,False,False,False,,
14732,Web Administrators,"Determine sources of Web page or server problems, and take action to correct such problems.",2a716add-6dcc-4ce5-bc45-6b1368759273,2025/3/26,Average,4,3,4,3,1,False,True,True,True,False,False,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
14740,Web Administrators,"Implement updates, upgrades, and patches in a timely manner to limit loss of service.",2a716add-6dcc-4ce5-bc45-6b1368759273,2025/3/26,Novice,5,1,2,3,2,True,True,False,False,False,True,1,1,3,2,1,False,False,False,False,False,False,False,,FALSE
14750,Web Administrators,"Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications.",2a716add-6dcc-4ce5-bc45-6b1368759273,2025/3/26,Novice,3,1,3,3,2,True,True,True,False,False,True,2,1,1,3,1,False,False,False,False,False,False,False,,FALSE
14733,Web Administrators,"Review or update Web page content or links in a timely manner, using appropriate tools.",2a716add-6dcc-4ce5-bc45-6b1368759273,2025/3/26,Novice,4,1,3,3,1,True,True,True,False,False,True,1,2,3,3,2,False,False,False,False,False,False,False,,FALSE
14743,Web Administrators,"Install or configure Web server software or hardware to ensure that directory structure is well-defined, logical, and secure, and that files are named properly.",2a716add-6dcc-4ce5-bc45-6b1368759273,2025/3/26,Novice,5,1,3,4,1,True,True,True,True,False,True,1,1,3,3,1,False,False,False,False,False,False,False,,FALSE
14762,Web Administrators,Set up or maintain monitoring tools on Web servers or Web sites.,2a716add-6dcc-4ce5-bc45-6b1368759273,2025/3/26,Novice,5,1,3,3,1,True,True,True,False,False,False,2,1,2,3,2,False,False,False,False,False,False,False,,FALSE
3226,Advertising and Promotions Managers,"Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to specifications.",64ce7e9c-dd35-4536-b68f-8ac349cefe10,2025/3/26,Expert,4,1,2,4,4,True,False,True,False,False,False,5,4,4,4,2,False,False,False,False,False,False,False,,FALSE
3223,Advertising and Promotions Managers,Prepare budgets and submit estimates for program costs as part of campaign plan development.,64ce7e9c-dd35-4536-b68f-8ac349cefe10,2025/3/26,Expert,4,3,4,4,4,True,False,True,False,False,False,4,5,4,4,3,True,True,True,True,False,False,False,,
3233,Advertising and Promotions Managers,Monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.,64ce7e9c-dd35-4536-b68f-8ac349cefe10,2025/3/26,Expert,4,1,4,4,4,True,False,True,False,False,False,5,5,5,5,4,True,True,False,True,False,False,False,,
3234,Advertising and Promotions Managers,"Read trade journals and professional literature to stay informed on trends, innovations, and changes that affect media planning.",64ce7e9c-dd35-4536-b68f-8ac349cefe10,2025/3/26,Average,5,1,3,1,3,True,False,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
15980,Sustainability Specialists,"Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling.",c056afd5-7339-4147-bd4e-4d073195add8,2025/3/26,Expert,3,1,1,1,3,True,False,False,False,False,False,1,4,3,3,4,False,True,False,False,True,True,False,,
15979,Sustainability Specialists,"Assess or propose sustainability initiatives, considering factors such as cost effectiveness, technical feasibility, and acceptance.",c056afd5-7339-4147-bd4e-4d073195add8,2025/3/26,Expert,1,1,4,1,3,False,False,False,False,False,False,4,5,4,5,5,False,True,True,True,True,False,False,FALSE,
15973,Sustainability Specialists,Provide technical or administrative support for sustainability programs or issues.,c056afd5-7339-4147-bd4e-4d073195add8,2025/3/26,Average,3,1,2,1,2,True,True,False,False,False,False,1,3,3,3,2,False,False,False,False,False,False,False,,FALSE
15968,Sustainability Specialists,Review and revise sustainability proposals or policies.,c056afd5-7339-4147-bd4e-4d073195add8,2025/3/26,Expert,2,1,5,1,3,False,False,False,False,False,False,1,3,3,4,4,False,True,True,True,True,False,False,FALSE,
15976,Sustainability Specialists,Develop reports or presentations to communicate the effectiveness of sustainability initiatives.,c056afd5-7339-4147-bd4e-4d073195add8,2025/3/26,Expert,1,1,4,1,3,False,False,False,False,False,False,1,4,3,4,4,False,True,True,True,False,False,False,FALSE,
15975,Sustainability Specialists,Create or maintain plans or other documents related to sustainability projects.,c056afd5-7339-4147-bd4e-4d073195add8,2025/3/26,Expert,3,1,5,1,3,True,True,False,False,False,False,1,2,3,3,2,False,False,False,False,False,False,False,,FALSE
15978,Sustainability Specialists,Collect information about waste stream management or green building practices to inform decision makers.,c056afd5-7339-4147-bd4e-4d073195add8,2025/3/26,Average,2,1,2,1,2,False,False,False,False,False,False,3,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
15969,Sustainability Specialists,"Research or review regulatory, technical, or market issues related to sustainability.",c056afd5-7339-4147-bd4e-4d073195add8,2025/3/26,Expert,3,2,5,1,3,False,True,False,False,False,False,1,2,4,5,3,False,False,True,False,True,False,False,,
14626,Computer and Information Research Scientists,"Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.",3b7105a2-94c9-4212-8f92-bd41bfc681d6,2025/3/27,Expert,3,3,3,3,4,True,False,True,False,False,True,1,3,3,4,4,False,False,True,True,True,False,False,,
14625,Computer and Information Research Scientists,Evaluate project plans and proposals to assess feasibility issues.,3b7105a2-94c9-4212-8f92-bd41bfc681d6,2025/3/27,Novice,4,2,2,1,3,True,False,True,False,False,True,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
14633,Computer and Information Research Scientists,Design computers and the software that runs them.,3b7105a2-94c9-4212-8f92-bd41bfc681d6,2025/3/27,Average,3,2,5,3,3,True,True,True,True,True,True,2,3,2,5,3,False,False,True,True,True,True,False,,
14733,Web Administrators,"Review or update Web page content or links in a timely manner, using appropriate tools.",c04740ec-484d-47aa-9132-d8754f64db56,2025/3/27,Average,2,1,1,1,1,False,False,False,False,False,False,1,1,1,1,3,False,False,False,False,True,False,False,FALSE,
11368,"Production, Planning, and Expediting Clerks",Requisition and maintain inventories of materials or supplies necessary to meet production demands.,fa1ebb40-0669-48cb-babe-1647eed506a3,2025/3/27,Average,2,2,3,2,3,False,False,False,False,False,False,2,4,4,3,3,True,True,True,True,False,True,False,FALSE,
11375,"Production, Planning, and Expediting Clerks","Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts.",fa1ebb40-0669-48cb-babe-1647eed506a3,2025/3/27,Average,2,2,1,1,2,False,False,False,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
11371,"Production, Planning, and Expediting Clerks","Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed.",fa1ebb40-0669-48cb-babe-1647eed506a3,2025/3/27,Average,3,3,2,3,2,True,False,True,True,False,True,2,4,4,4,3,True,False,True,True,True,False,False,,
11373,"Production, Planning, and Expediting Clerks",Contact suppliers to verify shipment details.,fa1ebb40-0669-48cb-babe-1647eed506a3,2025/3/27,Average,3,1,1,2,3,True,True,True,True,False,True,2,3,3,3,2,False,False,False,False,False,False,False,,FALSE
11376,"Production, Planning, and Expediting Clerks","Establish and prepare product construction directions and locations and information on required tools, materials, equipment, numbers of workers needed, and cost projections.",fa1ebb40-0669-48cb-babe-1647eed506a3,2025/3/27,Novice,2,1,1,1,3,False,False,False,False,False,False,2,4,4,3,3,False,True,True,True,False,True,True,FALSE,
11374,"Production, Planning, and Expediting Clerks","Maintain files, such as maintenance records, bills of lading, or cost reports.",fa1ebb40-0669-48cb-babe-1647eed506a3,2025/3/27,Average,2,3,3,3,1,False,False,False,False,False,False,2,3,3,2,1,False,False,False,False,False,False,False,FALSE,FALSE
21315,Financial Managers,Evaluate data pertaining to costs to plan budgets.,7bc8a278-e7cc-46a7-a063-b4c51c17b7ad,2025/3/27,Average,3,4,4,5,3,True,True,True,False,False,True,3,2,4,4,4,True,True,True,True,False,False,False,,
21321,Financial Managers,Develop or analyze information to assess the current or future financial status of firms.,7bc8a278-e7cc-46a7-a063-b4c51c17b7ad,2025/3/27,Expert,3,3,3,4,5,True,False,True,False,False,True,2,3,2,4,4,True,True,True,False,False,False,False,,
21318,Financial Managers,"Approve, reject, or coordinate the approval or rejection of lines of credit or commercial, real estate, or personal loans.",7bc8a278-e7cc-46a7-a063-b4c51c17b7ad,2025/3/27,Expert,5,2,3,2,2,True,False,True,False,False,True,2,4,3,3,3,True,False,True,False,False,False,False,,
21320,Financial Managers,"Prepare financial or regulatory reports required by laws, regulations, or boards of directors.",7bc8a278-e7cc-46a7-a063-b4c51c17b7ad,2025/3/27,Expert,2,3,4,5,5,False,False,False,False,False,False,2,2,2,5,5,False,True,True,True,False,True,False,FALSE,
21317,Financial Managers,"Examine, evaluate, or process loan applications.",7bc8a278-e7cc-46a7-a063-b4c51c17b7ad,2025/3/27,Average,5,2,2,2,2,True,False,False,False,False,False,2,4,3,3,3,False,True,False,True,False,False,True,,
21314,Financial Managers,Prepare operational or risk reports for management analysis.,7bc8a278-e7cc-46a7-a063-b4c51c17b7ad,2025/3/27,Average,4,3,3,3,3,True,True,True,False,False,True,3,3,3,4,3,True,True,False,False,True,False,False,,
21326,Financial Managers,Review collection reports to determine the status of collections and the amounts of outstanding balances.,7bc8a278-e7cc-46a7-a063-b4c51c17b7ad,2025/3/27,Expert,3,4,4,3,3,True,True,True,False,False,False,3,4,2,3,3,True,False,False,True,True,False,False,,
21329,Financial Managers,Review reports of securities transactions or price lists to analyze market conditions.,7bc8a278-e7cc-46a7-a063-b4c51c17b7ad,2025/3/27,Average,4,3,3,3,2,True,True,True,False,False,True,3,3,3,4,3,False,True,True,False,False,True,False,,
2519,Payroll and Timekeeping Clerks,"Verify attendance, hours worked, and pay adjustments, and post information onto designated records.",7c953fda-6e55-472d-85f0-c3f9603a0ecb,2025/3/27,Average,3,1,3,2,3,True,False,False,False,False,False,2,2,3,2,2,False,False,False,False,False,False,False,,FALSE
2515,Payroll and Timekeeping Clerks,Process and issue employee paychecks and statements of earnings and deductions.,7c953fda-6e55-472d-85f0-c3f9603a0ecb,2025/3/27,Average,3,2,2,2,3,True,False,True,False,False,False,3,3,2,3,2,False,False,False,False,False,False,False,,FALSE
2516,Payroll and Timekeeping Clerks,"Compute wages and deductions, and enter data into computers.",7c953fda-6e55-472d-85f0-c3f9603a0ecb,2025/3/27,Novice,3,1,2,2,2,False,False,False,False,True,False,3,2,3,3,3,False,False,False,True,False,False,False,,
18562,Payroll and Timekeeping Clerks,Process paperwork for new employees and enter employee information into the payroll system.,7c953fda-6e55-472d-85f0-c3f9603a0ecb,2025/3/27,Novice,3,3,2,3,3,False,False,True,False,False,False,2,2,3,3,3,False,True,False,False,False,False,False,,
2528,Payroll and Timekeeping Clerks,"Prepare and balance period-end reports, and reconcile issued payrolls to bank statements.",7c953fda-6e55-472d-85f0-c3f9603a0ecb,2025/3/27,Expert,3,3,3,3,3,False,False,True,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,,FALSE
2518,Payroll and Timekeeping Clerks,"Review time sheets, work charts, wage computation, and other information to detect and reconcile payroll discrepancies.",7c953fda-6e55-472d-85f0-c3f9603a0ecb,2025/3/27,Average,3,2,3,4,4,False,False,True,False,False,False,2,4,3,4,3,False,False,False,False,False,False,False,,
18563,Payroll and Timekeeping Clerks,"Keep track of leave time, such as vacation, personal, and sick leave, for employees.",7c953fda-6e55-472d-85f0-c3f9603a0ecb,2025/3/27,Novice,3,3,3,2,4,False,True,False,False,False,False,2,3,2,3,3,False,True,False,False,False,False,False,,
2517,Payroll and Timekeeping Clerks,"Compile employee time, production, and payroll data from time sheets and other records.",7c953fda-6e55-472d-85f0-c3f9603a0ecb,2025/3/27,Expert,2,3,3,3,3,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
2524,Payroll and Timekeeping Clerks,Complete time sheets showing employees' arrival and departure times.,7c953fda-6e55-472d-85f0-c3f9603a0ecb,2025/3/27,Average,3,2,2,2,3,False,False,False,False,False,True,2,3,2,3,3,False,False,False,True,False,False,False,,
7373,Mathematicians,"Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.",65684c6f-4a00-45bb-8f75-884c8c2a36b9,2025/3/27,Novice,2,1,2,1,3,False,False,False,False,False,False,1,1,2,4,4,False,False,True,False,False,False,False,FALSE,
7371,Mathematicians,Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.,65684c6f-4a00-45bb-8f75-884c8c2a36b9,2025/3/27,Average,2,1,3,2,3,False,False,False,False,False,False,1,1,2,4,4,False,True,True,False,False,False,False,FALSE,
7370,Mathematicians,Perform computations and apply methods of numerical analysis to data.,65684c6f-4a00-45bb-8f75-884c8c2a36b9,2025/3/27,Average,3,1,2,1,3,True,False,False,False,False,False,1,1,1,4,3,False,False,True,False,False,False,False,,
7372,Mathematicians,"Assemble sets of assumptions, and explore the consequences of each set.",65684c6f-4a00-45bb-8f75-884c8c2a36b9,2025/3/27,Novice,2,3,4,3,4,False,False,False,False,False,False,1,1,1,5,5,False,False,True,False,False,False,False,FALSE,
7368,Mathematicians,Develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.,65684c6f-4a00-45bb-8f75-884c8c2a36b9,2025/3/27,Novice,3,1,2,2,2,True,False,False,False,False,False,1,1,1,3,3,False,False,True,False,False,False,False,,
300,Graphic Designers,"Determine size and arrangement of illustrative material and copy, and select style and size of type.",0d1b700e-fdca-40ba-ae70-0c27147806cf,2025/3/27,Expert,1,3,4,4,4,False,False,False,False,False,False,5,4,5,4,2,False,False,False,False,False,False,False,FALSE,FALSE
299,Graphic Designers,"Create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.",0d1b700e-fdca-40ba-ae70-0c27147806cf,2025/3/27,Expert,1,3,5,4,5,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
306,Graphic Designers,"Develop graphics and layouts for product illustrations, company logos, and Web sites.",0d1b700e-fdca-40ba-ae70-0c27147806cf,2025/3/27,Expert,2,2,3,4,5,False,False,False,False,False,False,1,3,4,5,3,False,False,False,True,True,False,False,FALSE,
304,Graphic Designers,"Review final layouts and suggest improvements, as needed.",0d1b700e-fdca-40ba-ae70-0c27147806cf,2025/3/27,Expert,1,1,5,4,4,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
308,Graphic Designers,"Prepare illustrations or rough sketches of material, discussing them with clients or supervisors and making necessary changes.",0d1b700e-fdca-40ba-ae70-0c27147806cf,2025/3/27,Expert,1,1,5,3,4,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
306,Graphic Designers,"Develop graphics and layouts for product illustrations, company logos, and Web sites.",306caf09-d3ce-46a2-ba6b-b69c48005fff,2025/3/27,Expert,2,3,4,3,4,False,False,False,False,False,False,3,4,4,2,4,False,False,True,False,False,False,True,FALSE,
308,Graphic Designers,"Prepare illustrations or rough sketches of material, discussing them with clients or supervisors and making necessary changes.",306caf09-d3ce-46a2-ba6b-b69c48005fff,2025/3/27,Expert,2,3,3,3,4,False,False,False,False,False,False,3,4,3,4,3,False,False,False,False,False,False,True,FALSE,
303,Graphic Designers,"Draw and print charts, graphs, illustrations, and other artwork, using computer.",306caf09-d3ce-46a2-ba6b-b69c48005fff,2025/3/27,Novice,4,3,4,3,3,False,False,False,False,True,False,3,2,4,3,3,False,False,False,False,False,True,False,,
309,Graphic Designers,"Study illustrations and photographs to plan presentation of materials, products, or services.",306caf09-d3ce-46a2-ba6b-b69c48005fff,2025/3/27,Expert,2,4,3,4,4,False,False,False,False,False,False,4,4,3,3,3,False,False,False,False,False,False,True,FALSE,
21549,Appraisers and Assessors of Real Estate,"Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.",11418230-b9a9-49c7-a006-affacc656d0c,2025/3/27,Expert,2,4,4,3,5,False,False,False,False,False,False,2,2,3,2,3,False,False,False,True,False,False,False,FALSE,
21550,Appraisers and Assessors of Real Estate,"Prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.",11418230-b9a9-49c7-a006-affacc656d0c,2025/3/27,Expert,2,3,3,3,4,False,False,False,False,False,False,3,4,3,3,4,False,False,False,True,False,False,False,FALSE,
21552,Appraisers and Assessors of Real Estate,Collect and analyze relevant data to identify real estate market trends.,11418230-b9a9-49c7-a006-affacc656d0c,2025/3/27,Expert,2,3,3,2,4,False,False,False,False,False,False,3,2,3,3,3,False,False,False,True,False,False,False,FALSE,
21553,Appraisers and Assessors of Real Estate,"Prepare and maintain current data on each parcel assessed, including maps of boundaries, inventories of land and structures, property characteristics, and any applicable exemptions.",11418230-b9a9-49c7-a006-affacc656d0c,2025/3/27,Expert,2,3,3,2,4,False,False,False,False,False,False,3,4,3,3,4,False,False,True,False,False,False,False,FALSE,
21555,Appraisers and Assessors of Real Estate,Identify the ownership of each piece of taxable property.,11418230-b9a9-49c7-a006-affacc656d0c,2025/3/27,Expert,2,3,3,2,4,False,False,False,False,False,False,3,4,3,4,3,False,False,True,False,False,False,False,FALSE,
21557,Appraisers and Assessors of Real Estate,Complete and maintain assessment rolls that show the assessed values and status of all property in a municipality.,11418230-b9a9-49c7-a006-affacc656d0c,2025/3/27,Expert,2,4,4,3,5,False,False,False,False,False,False,2,4,2,3,4,False,False,False,True,False,False,False,FALSE,
21558,Appraisers and Assessors of Real Estate,"Review information about transfers of property to ensure its accuracy, checking basic information on buyers, sellers, and sales prices and making corrections as necessary.",11418230-b9a9-49c7-a006-affacc656d0c,2025/3/27,Expert,2,5,4,2,3,False,False,False,False,False,False,2,3,5,4,4,False,False,False,True,False,False,False,FALSE,
21562,Appraisers and Assessors of Real Estate,Examine income records and operating costs of income properties.,11418230-b9a9-49c7-a006-affacc656d0c,2025/3/27,Expert,2,5,5,2,5,False,False,False,False,False,False,5,4,3,4,4,False,True,False,False,False,False,False,FALSE,
21565,Appraisers and Assessors of Real Estate,"Search public records for transactions such as sales, leases, and assessments.",11418230-b9a9-49c7-a006-affacc656d0c,2025/3/27,Expert,2,5,5,2,5,False,False,False,False,False,False,3,3,5,5,4,False,True,False,False,False,False,False,FALSE,
21566,Appraisers and Assessors of Real Estate,Check building codes and zoning bylaws to determine any effects on the properties being appraised.,11418230-b9a9-49c7-a006-affacc656d0c,2025/3/27,Expert,2,5,5,2,4,False,False,False,False,False,False,3,4,3,2,4,True,False,False,False,False,False,False,FALSE,
20184,Personal Financial Advisors,"Manage client portfolios, keeping client plans up-to-date.",b1d75ca6-4315-4259-a50b-78a847df59e6,2025/3/27,Average,1,1,1,5,2,False,False,False,False,False,False,1,5,5,2,5,False,True,True,True,True,True,True,FALSE,
12904,Personal Financial Advisors,Analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.,b1d75ca6-4315-4259-a50b-78a847df59e6,2025/3/27,Expert,1,5,5,5,5,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
20189,Personal Financial Advisors,"Recommend financial products, such as stocks, bonds, mutual funds, or insurance.",b1d75ca6-4315-4259-a50b-78a847df59e6,2025/3/27,Novice,1,1,5,5,2,False,False,False,False,False,False,5,5,5,5,5,False,True,True,True,True,True,True,FALSE,
12913,Personal Financial Advisors,"Prepare or interpret for clients information, such as investment performance reports, financial document summaries, or income projections.",b1d75ca6-4315-4259-a50b-78a847df59e6,2025/3/27,Average,1,4,5,5,3,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
20188,Personal Financial Advisors,Monitor financial market trends to ensure that client plans are responsive.,b1d75ca6-4315-4259-a50b-78a847df59e6,2025/3/27,Novice,1,2,5,5,5,False,False,False,False,False,False,1,5,5,5,4,False,True,True,True,True,True,True,FALSE,
14672,Computer Systems Engineers/Architects,Provide technical guidance or support for the development or troubleshooting of systems.,d971c29b-6386-429e-a6e6-5aaa80681983,2025/3/27,Average,2,1,3,1,5,False,False,False,False,False,False,4,2,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
7370,Mathematicians,Perform computations and apply methods of numerical analysis to data.,0894bf65-3366-404f-9b61-5124ba46c9f0,2025/3/27,Novice,5,1,1,1,1,True,False,False,True,False,False,1,1,1,3,1,False,False,False,False,False,False,False,,FALSE
7371,Mathematicians,Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.,0894bf65-3366-404f-9b61-5124ba46c9f0,2025/3/27,Novice,5,1,1,1,1,False,False,False,False,False,False,1,1,2,5,1,False,False,False,False,False,False,False,,FALSE
7368,Mathematicians,Develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.,0894bf65-3366-404f-9b61-5124ba46c9f0,2025/3/27,Novice,5,1,1,1,1,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
16151,Information Technology Project Managers,Perform risk assessments to develop response strategies.,e777d1f1-2e65-49c1-b045-886dfd1f10a2,2025/3/27,Expert,4,4,4,4,4,True,False,True,False,False,False,3,4,3,4,4,True,False,False,True,False,False,False,,
18022,Regulatory Affairs Managers,"Direct the preparation and submission of regulatory agency applications, reports, or correspondence.",39ae8d98-0d03-44ed-bbab-2e6d71411673,2025/3/27,Average,5,1,4,1,1,True,False,True,False,False,True,2,2,3,2,2,False,False,False,False,False,False,False,,FALSE
18037,Regulatory Affairs Managers,"Review all regulatory agency submission materials to ensure timeliness, accuracy, comprehensiveness, or compliance with regulatory standards.",39ae8d98-0d03-44ed-bbab-2e6d71411673,2025/3/27,Average,5,1,4,1,2,True,True,True,True,False,True,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
18030,Regulatory Affairs Managers,"Maintain current knowledge of relevant regulations, including proposed and final rules.",39ae8d98-0d03-44ed-bbab-2e6d71411673,2025/3/27,Average,5,1,4,1,1,True,True,True,True,True,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
18038,Regulatory Affairs Managers,Review materials such as marketing literature or user manuals to ensure that regulatory agency requirements are met.,39ae8d98-0d03-44ed-bbab-2e6d71411673,2025/3/27,Average,5,1,4,1,1,True,True,True,True,True,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
18032,Regulatory Affairs Managers,Monitor emerging trends regarding industry regulations to determine potential impacts on organizational processes.,39ae8d98-0d03-44ed-bbab-2e6d71411673,2025/3/27,Average,5,1,4,1,2,True,False,True,True,False,True,1,1,3,2,2,False,False,False,False,False,False,False,,FALSE
16952,Transportation Planners,"Recommend transportation system improvements or projects, based on economic, population, land-use, or traffic projections.",99292954-350f-4a59-97af-5c05fc483c32,2025/3/27,Average,3,2,1,3,2,True,False,False,False,False,False,1,1,1,1,3,False,False,True,True,False,False,False,,
16943,Transportation Planners,Prepare reports or recommendations on transportation planning.,99292954-350f-4a59-97af-5c05fc483c32,2025/3/27,Average,3,4,4,4,3,True,False,False,False,False,True,1,3,3,3,3,False,False,True,False,False,False,False,,
14713,Web Developers,"Respond to user email inquiries, or set up automated systems to send responses.",6e346c46-6cd9-44da-a84a-9ce71870dcb2,2025/3/27,Novice,2,2,2,4,2,False,False,False,False,False,False,3,3,2,3,3,True,True,True,True,True,True,True,FALSE,
14714,Web Developers,Develop or implement procedures for ongoing Web site revision.,6e346c46-6cd9-44da-a84a-9ce71870dcb2,2025/3/27,Novice,2,3,4,5,5,False,False,False,False,False,False,2,3,3,4,3,True,True,True,True,True,True,True,FALSE,
14717,Web Developers,Establish appropriate server directory trees.,6e346c46-6cd9-44da-a84a-9ce71870dcb2,2025/3/27,Novice,3,1,1,1,1,True,True,False,False,True,False,3,4,3,4,5,True,True,True,True,True,True,True,,
985,Human Resources Managers,"Provide current and prospective employees with information about policies, job duties, working conditions, wages, opportunities for promotion, and employee benefits.",10889436-3c15-400a-858b-7c63d02a6c84,2025/3/27,Expert,2,3,3,2,3,False,False,False,False,False,False,1,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
982,Human Resources Managers,"Administer compensation, benefits, and performance management systems, and safety and recreation programs.",10889436-3c15-400a-858b-7c63d02a6c84,2025/3/27,Expert,4,1,1,1,2,False,False,True,True,False,False,4,2,2,2,4,False,True,True,False,False,False,False,,
993,Human Resources Managers,"Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.",10889436-3c15-400a-858b-7c63d02a6c84,2025/3/27,Expert,3,5,5,2,5,False,False,False,True,True,False,2,4,4,4,4,True,True,False,False,False,False,False,,
8870,Treasurers and Controllers,Evaluate needs for procurement of funds and investment of surpluses and make appropriate recommendations.,17293255-d0ac-44c7-adf6-b69dcde218f0,2025/3/27,Novice,2,1,1,1,2,False,False,False,False,False,False,2,2,3,3,3,False,False,True,True,False,False,False,FALSE,
20168,Treasurers and Controllers,"Monitor financial activities and details, such as cash flow and reserve levels, to ensure that all legal and regulatory requirements are met.",17293255-d0ac-44c7-adf6-b69dcde218f0,2025/3/27,Expert,3,1,3,1,2,True,True,False,False,False,True,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
8865,Treasurers and Controllers,"Coordinate and direct the financial planning, budgeting, procurement, or investment activities of all or part of an organization.",17293255-d0ac-44c7-adf6-b69dcde218f0,2025/3/27,Expert,2,3,5,2,3,False,False,False,False,False,False,1,3,4,4,4,False,True,True,True,True,True,False,FALSE,
8867,Treasurers and Controllers,"Analyze the financial details of past, present, and expected operations to identify development opportunities and areas where improvement is needed.",17293255-d0ac-44c7-adf6-b69dcde218f0,2025/3/27,Expert,1,3,5,1,4,False,False,False,False,False,False,1,3,5,5,3,False,True,True,True,True,True,True,FALSE,
8873,Treasurers and Controllers,"Compute, withhold, and account for all payroll deductions.",17293255-d0ac-44c7-adf6-b69dcde218f0,2025/3/27,Average,4,1,1,1,1,True,True,True,False,True,False,4,1,1,3,1,False,False,False,False,False,False,False,,FALSE
20846,Cost Estimators,Collect historical cost data to estimate costs for current or future products.,6aa00ed1-f502-4e56-9c6b-ebd299de69dc,2025/3/27,Expert,3,1,1,1,3,True,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
84,Cost Estimators,"Prepare estimates used by management for purposes such as planning, organizing, and scheduling work.",6aa00ed1-f502-4e56-9c6b-ebd299de69dc,2025/3/27,Average,2,2,2,1,2,False,False,False,False,False,False,1,3,2,3,3,False,False,True,True,False,True,False,FALSE,
16199,Video Game Designers,Balance and adjust gameplay experiences to ensure the critical and commercial success of the product.,e296380b-46bf-457f-98a7-bebb1caa5b8c,2025/3/27,Average,3,3,4,2,4,True,False,True,False,False,True,1,2,3,4,4,False,True,True,False,True,False,False,,"Balancing is a creative process that often depends on the overall tone and pacing of the game. AI can assist, but I need to guide it to match my design vision."
16208,Video Game Designers,"Devise missions, challenges, or puzzles to be encountered in game play.",e296380b-46bf-457f-98a7-bebb1caa5b8c,2025/3/27,Average,5,1,2,4,3,False,True,False,True,False,False,1,1,3,2,1,False,False,False,False,False,False,False,,FALSE
16217,Video Game Designers,"Create core game features, including storylines, role-play mechanics, and character biographies for a new video game or game franchise.",e296380b-46bf-457f-98a7-bebb1caa5b8c,2025/3/27,Average,3,3,3,5,4,False,False,True,True,True,False,1,3,3,4,3,False,True,False,False,True,False,False,Maybe to get ideas of what the AI would do.,
16201,Video Game Designers,"Solicit, obtain, and integrate feedback from design and technical staff into original game design.",e296380b-46bf-457f-98a7-bebb1caa5b8c,2025/3/27,Average,5,1,3,2,2,True,False,False,False,False,False,1,3,3,3,4,False,False,False,False,True,False,False,,
16214,Video Game Designers,Conduct regular design reviews throughout the game development process.,e296380b-46bf-457f-98a7-bebb1caa5b8c,2025/3/27,Average,3,1,2,3,2,False,True,False,False,False,False,1,2,3,3,2,False,False,False,False,False,False,False,,FALSE
16209,Video Game Designers,"Develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.",e296380b-46bf-457f-98a7-bebb1caa5b8c,2025/3/27,Average,2,3,4,4,5,False,False,False,False,False,False,1,3,3,3,3,False,False,False,False,True,False,False,FALSE,
16198,Video Game Designers,Provide feedback to designers and other colleagues regarding game design features.,e296380b-46bf-457f-98a7-bebb1caa5b8c,2025/3/27,Average,2,1,2,1,2,False,False,False,False,False,False,1,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
16212,Video Game Designers,"Create and manage documentation, production schedules, prototyping goals, and communication plans in collaboration with production staff.",e296380b-46bf-457f-98a7-bebb1caa5b8c,2025/3/27,Novice,5,1,1,1,1,False,True,False,True,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
16202,Video Game Designers,Provide feedback to production staff regarding technical game qualities or adherence to original design.,e296380b-46bf-457f-98a7-bebb1caa5b8c,2025/3/27,Novice,2,1,1,1,2,False,False,False,False,False,False,1,4,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
16211,Video Game Designers,Create gameplay prototypes for presentation to creative and technical staff and management.,e296380b-46bf-457f-98a7-bebb1caa5b8c,2025/3/27,Average,2,2,4,5,5,False,False,False,False,False,False,1,3,3,4,5,False,False,False,False,True,False,False,FALSE,
2519,Payroll and Timekeeping Clerks,"Verify attendance, hours worked, and pay adjustments, and post information onto designated records.",0b12f1c7-c549-4fb8-99a5-2e041977a040,2025/3/27,Expert,4,1,4,1,1,True,True,False,False,False,True,3,3,1,1,3,False,False,False,True,True,False,False,,
2515,Payroll and Timekeeping Clerks,Process and issue employee paychecks and statements of earnings and deductions.,0b12f1c7-c549-4fb8-99a5-2e041977a040,2025/3/27,Expert,4,1,4,1,1,True,True,False,False,False,True,2,3,2,3,3,False,False,False,False,True,False,False,,
2516,Payroll and Timekeeping Clerks,"Compute wages and deductions, and enter data into computers.",0b12f1c7-c549-4fb8-99a5-2e041977a040,2025/3/27,Expert,4,1,4,1,2,True,True,False,False,False,True,2,2,3,3,3,False,False,False,True,True,False,False,,
18562,Payroll and Timekeeping Clerks,Process paperwork for new employees and enter employee information into the payroll system.,0b12f1c7-c549-4fb8-99a5-2e041977a040,2025/3/27,Expert,4,2,4,1,3,True,True,False,False,False,True,1,4,1,3,3,False,False,False,True,True,False,True,,
2528,Payroll and Timekeeping Clerks,"Prepare and balance period-end reports, and reconcile issued payrolls to bank statements.",0b12f1c7-c549-4fb8-99a5-2e041977a040,2025/3/27,Expert,2,3,4,1,3,False,False,False,False,False,False,1,1,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
2518,Payroll and Timekeeping Clerks,"Review time sheets, work charts, wage computation, and other information to detect and reconcile payroll discrepancies.",0b12f1c7-c549-4fb8-99a5-2e041977a040,2025/3/27,Expert,4,1,1,4,1,True,True,False,False,False,False,1,3,1,1,3,False,False,False,True,False,False,False,,
2520,Payroll and Timekeeping Clerks,"Record employee information, such as exemptions, transfers, and resignations, to maintain and update payroll records.",0b12f1c7-c549-4fb8-99a5-2e041977a040,2025/3/27,Expert,4,1,4,1,2,True,True,False,False,False,False,1,3,1,2,2,False,False,False,False,False,False,False,,FALSE
2521,Payroll and Timekeeping Clerks,Issue and record adjustments to pay related to previous errors or retroactive increases.,0b12f1c7-c549-4fb8-99a5-2e041977a040,2025/3/27,Expert,4,3,4,1,4,True,True,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
18563,Payroll and Timekeeping Clerks,"Keep track of leave time, such as vacation, personal, and sick leave, for employees.",0b12f1c7-c549-4fb8-99a5-2e041977a040,2025/3/27,Expert,4,2,3,1,2,True,True,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
2517,Payroll and Timekeeping Clerks,"Compile employee time, production, and payroll data from time sheets and other records.",0b12f1c7-c549-4fb8-99a5-2e041977a040,2025/3/27,Expert,4,3,4,1,3,True,True,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
306,Graphic Designers,"Develop graphics and layouts for product illustrations, company logos, and Web sites.",f3dd64cc-25f2-498c-a3a1-5712f735a993,2025/3/28,Novice,1,2,3,2,3,False,False,False,False,False,False,1,3,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
301,Graphic Designers,Use computer software to generate new images.,f3dd64cc-25f2-498c-a3a1-5712f735a993,2025/3/28,Average,3,3,3,2,3,False,True,True,True,False,False,1,4,2,3,3,False,False,True,True,False,False,False,,
304,Graphic Designers,"Review final layouts and suggest improvements, as needed.",f3dd64cc-25f2-498c-a3a1-5712f735a993,2025/3/28,Average,4,2,4,1,3,True,False,False,False,False,False,3,4,5,2,4,True,True,True,True,True,True,True,,
15229,Graphic Designers,Research new software or design concepts.,f3dd64cc-25f2-498c-a3a1-5712f735a993,2025/3/28,Average,3,3,3,3,3,True,True,False,True,True,True,1,1,4,3,2,False,False,False,False,False,False,False,,FALSE
19050,Judicial Law Clerks,"Prepare briefs, legal memoranda, or statements of issues involved in cases, including appropriate suggestions or recommendations.",d55bca00-a649-4280-85b1-d664388b206b,2025/4/6,Expert,4,4,4,2,2,False,True,True,True,True,True,3,3,4,3,3,False,True,True,True,False,False,False,,
19051,Judicial Law Clerks,"Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.",d55bca00-a649-4280-85b1-d664388b206b,2025/4/6,Expert,3,4,3,4,2,True,True,True,True,True,False,3,4,4,4,3,False,True,True,False,False,False,False,,
19047,Judicial Law Clerks,"Draft or proofread judicial opinions, decisions, or citations.",d55bca00-a649-4280-85b1-d664388b206b,2025/4/6,Expert,4,5,4,4,2,False,True,False,True,True,False,3,3,3,4,3,False,True,True,True,False,False,False,,
788,Medical Secretaries and Administrative Assistants,Complete insurance or other claim forms.,d3200224-3e88-4074-b9c3-1136dfd9e1a7,2025/4/7,Average,3,3,3,3,3,True,True,True,True,True,True,1,3,5,2,2,False,False,False,False,False,False,False,,FALSE
783,Medical Secretaries and Administrative Assistants,"Transmit correspondence or medical records by mail, e-mail, or fax.",d3200224-3e88-4074-b9c3-1136dfd9e1a7,2025/4/7,Expert,5,5,5,5,5,True,True,True,True,True,True,4,4,3,4,4,True,True,True,True,True,True,True,,
781,Medical Secretaries and Administrative Assistants,"Maintain medical records, technical library, or correspondence files.",d3200224-3e88-4074-b9c3-1136dfd9e1a7,2025/4/7,Expert,5,5,5,5,5,True,True,True,True,True,True,4,4,1,4,2,False,False,False,False,False,False,False,,FALSE
778,Medical Secretaries and Administrative Assistants,"Receive and route messages or documents, such as laboratory results, to appropriate staff.",d3200224-3e88-4074-b9c3-1136dfd9e1a7,2025/4/7,Expert,5,5,5,5,5,True,True,True,True,True,True,5,5,3,4,4,True,True,True,True,True,True,True,,
782,Medical Secretaries and Administrative Assistants,"Operate office equipment, such as voice mail messaging systems, and use word processing, spreadsheet, or other software applications to prepare reports, invoices, financial statements, letters, case histories, or medical records.",d3200224-3e88-4074-b9c3-1136dfd9e1a7,2025/4/7,Expert,5,5,5,5,5,True,True,True,True,True,True,5,5,5,5,5,True,True,True,True,True,True,True,,
784,Medical Secretaries and Administrative Assistants,"Perform various clerical or administrative functions, such as ordering and maintaining an inventory of supplies.",d3200224-3e88-4074-b9c3-1136dfd9e1a7,2025/4/7,Expert,5,5,5,5,5,True,True,True,True,True,True,5,5,5,5,1,False,False,False,False,False,False,False,,FALSE
786,Medical Secretaries and Administrative Assistants,Transcribe recorded messages or practitioners' diagnoses or recommendations into patients' medical records.,d3200224-3e88-4074-b9c3-1136dfd9e1a7,2025/4/7,Expert,5,5,5,5,5,True,True,True,True,True,True,5,5,5,5,1,False,False,False,False,False,False,False,,FALSE
776,Medical Secretaries and Administrative Assistants,"Compile and record medical charts, reports, or correspondence, using typewriter or personal computer.",d3200224-3e88-4074-b9c3-1136dfd9e1a7,2025/4/7,Expert,5,5,5,5,5,True,True,True,True,True,True,5,5,3,5,4,True,True,True,True,True,True,True,,
20438,Medical Secretaries and Administrative Assistants,"Schedule tests or procedures for patients, such as lab work or x-rays, based on physician orders.",d3200224-3e88-4074-b9c3-1136dfd9e1a7,2025/4/7,Expert,5,5,5,5,5,True,True,True,True,True,True,5,5,5,5,5,True,True,True,True,True,True,True,,
2487,"Bookkeeping, Accounting, and Auditing Clerks","Operate computers programmed with accounting software to record, store, and analyze information.",2686e566-c252-40ba-a59f-a1c7b25caf5b,2025/4/7,Average,3,1,2,1,2,True,True,True,False,False,False,1,4,3,3,2,False,False,False,False,False,False,False,,FALSE
2497,"Bookkeeping, Accounting, and Auditing Clerks","Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.",2686e566-c252-40ba-a59f-a1c7b25caf5b,2025/4/7,Average,5,1,3,2,1,True,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
2494,"Bookkeeping, Accounting, and Auditing Clerks",Access computerized financial information to answer general questions as well as those related to specific accounts.,2686e566-c252-40ba-a59f-a1c7b25caf5b,2025/4/7,Novice,1,1,1,3,1,False,False,False,False,False,False,2,1,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
2501,"Bookkeeping, Accounting, and Auditing Clerks","Calculate and prepare checks for utilities, taxes, and other payments.",2686e566-c252-40ba-a59f-a1c7b25caf5b,2025/4/7,Novice,5,1,1,1,1,True,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
2503,"Bookkeeping, Accounting, and Auditing Clerks",Reconcile records of bank transactions.,2686e566-c252-40ba-a59f-a1c7b25caf5b,2025/4/7,Expert,3,1,2,2,1,False,False,False,True,True,True,2,1,1,1,1,False,False,False,False,False,False,False,,FALSE
2491,"Bookkeeping, Accounting, and Auditing Clerks","Calculate, prepare, and issue bills, invoices, account statements, and other financial statements according to established procedures.",2686e566-c252-40ba-a59f-a1c7b25caf5b,2025/4/7,Average,4,1,1,3,2,False,True,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
985,Human Resources Managers,"Provide current and prospective employees with information about policies, job duties, working conditions, wages, opportunities for promotion, and employee benefits.",ed341c08-ae10-4b0f-b036-8c541b3f68ea,2025/4/8,Expert,4,4,4,2,2,False,False,False,True,False,True,3,4,3,3,3,False,False,False,True,True,False,True,,
994,Human Resources Managers,Analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.,ed341c08-ae10-4b0f-b036-8c541b3f68ea,2025/4/8,Expert,3,3,3,4,2,False,False,False,False,False,True,3,2,3,2,2,False,False,False,False,False,False,False,,FALSE
982,Human Resources Managers,"Administer compensation, benefits, and performance management systems, and safety and recreation programs.",ed341c08-ae10-4b0f-b036-8c541b3f68ea,2025/4/8,Expert,4,2,2,1,1,False,True,False,False,False,True,3,2,2,2,2,False,False,False,False,False,False,False,,FALSE
3409,Loan Officers,"Analyze applicants' financial status, credit, and property evaluations to determine feasibility of granting loans.",5f793c05-1017-405a-9c60-ab8008b47b3b,2025/4/8,Average,2,4,5,3,5,False,False,False,False,False,False,2,4,5,4,3,True,True,False,True,True,True,True,FALSE,
3416,Loan Officers,Submit applications to credit analysts for verification and recommendation.,5f793c05-1017-405a-9c60-ab8008b47b3b,2025/4/8,Expert,3,3,3,1,2,True,True,False,False,False,False,1,2,2,2,1,False,False,False,False,False,False,False,,FALSE
3412,Loan Officers,Review and update credit and loan files.,5f793c05-1017-405a-9c60-ab8008b47b3b,2025/4/8,Average,3,2,2,1,2,True,True,True,False,False,False,1,1,3,2,2,False,False,False,False,False,False,False,,FALSE
3415,Loan Officers,Stay abreast of new types of loans and other financial services and products to better meet customers' needs.,5f793c05-1017-405a-9c60-ab8008b47b3b,2025/4/8,Average,3,3,5,2,4,True,False,False,False,False,True,1,1,4,1,2,False,False,False,False,False,False,False,,FALSE
1318,Network and Computer Systems Administrators,"Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.",e6606068-50df-4bf1-b4b7-10580af63b77,2025/4/8,Average,4,4,2,2,1,True,True,False,True,False,True,1,2,3,2,2,False,False,False,False,False,False,False,,FALSE
1320,Network and Computer Systems Administrators,Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use.,e6606068-50df-4bf1-b4b7-10580af63b77,2025/4/8,Novice,3,1,1,1,1,False,True,True,False,True,True,2,2,3,3,3,True,True,False,False,True,True,False,,
1325,Network and Computer Systems Administrators,Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future.,e6606068-50df-4bf1-b4b7-10580af63b77,2025/4/8,Novice,4,1,1,1,1,True,False,True,True,True,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
1319,Network and Computer Systems Administrators,"Plan, coordinate, and implement network security measures to protect data, software, and hardware.",e6606068-50df-4bf1-b4b7-10580af63b77,2025/4/8,Average,4,2,2,2,2,True,True,True,False,False,True,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
1323,Network and Computer Systems Administrators,"Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.",e6606068-50df-4bf1-b4b7-10580af63b77,2025/4/8,Novice,4,1,1,1,1,True,False,False,False,False,True,2,2,2,3,3,True,True,False,True,True,False,False,,
307,Graphic Designers,Key information into computer equipment to create layouts for client or supervisor.,f3dd64cc-25f2-498c-a3a1-5712f735a993,2025/3/28,Novice,1,2,3,2,4,False,False,False,False,False,False,2,5,4,1,2,False,False,False,False,False,False,False,FALSE,FALSE
15592,Clinical Research Coordinators,Track enrollment status of subjects and document dropout information such as dropout causes and subject contact efforts.,7ca09fc3-f4b9-4ce7-bcea-070f24a3610e,2025/3/28,Average,3,1,2,2,2,True,False,False,False,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
20475,Training and Development Specialists,"Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.",52a01560-3d4c-4b46-a7ae-244c1d703805,2025/3/28,Expert,3,4,5,3,4,False,False,False,False,False,False,1,3,3,4,4,False,False,False,False,False,False,False,"I’d like AI to assist—not automate—my instructional design, improving efficiency while preserving quality. It could organize SME content, suggest approaches for complex concepts, and draft initial documentation for refinement. This would reduce repetitive tasks, letting me prioritize strategic decisions, creative problem-solving, and human-centered design. AI wouldn’t replace me but transform my role to emphasize higher-value work over basic content structuring.","My input is vital because instructional design goes beyond organizing content—it requires strategic decisions aligning with learning goals and audience needs. I bring expertise in adult learning, scaffolding complex concepts, and anticipating struggles. While AI can draft and structure, it misses organizational context and nuance. My judgment ensures accuracy, accessibility, and creative, human-centered design that makes learning effective, not just informative."
19559,Training and Development Specialists,"Evaluate modes of training delivery, such as in-person or virtual, to optimize training effectiveness, training costs, or environmental impacts.",52a01560-3d4c-4b46-a7ae-244c1d703805,2025/3/28,Expert,3,2,4,2,3,False,False,False,False,False,False,1,3,4,4,3,False,False,False,False,False,False,False,"I’d like AI to analyze learning outcomes, costs, and environmental impacts across training delivery modes, providing data-driven insights and comparison matrices from large datasets and benchmarks. I’d make final strategic decisions, factoring in culture, preferences, and constraints AI can’t judge. AI handles the heavy data lift; I interpret it contextually, blending analysis with my instructional expertise for smarter delivery choices.","My input is crucial for evaluating training delivery modes beyond data analysis. While AI can crunch metrics and costs, I interpret them within organizational contexts—culture, stakeholder priorities, and constraints. My experience anticipates resistance, ensures learning transfer, and balances budget, effectiveness, and readiness. I make strategic, nuanced decisions AI can’t, drawing on years of instructional design wisdom across diverse settings."
98,Training and Development Specialists,"Monitor, evaluate, or record training activities or program effectiveness.",52a01560-3d4c-4b46-a7ae-244c1d703805,2025/3/28,Expert,4,2,3,2,3,False,False,False,False,False,False,1,2,3,4,3,False,False,False,False,False,False,False,"I’d like AI to monitor training effectiveness by analyzing completion rates, scores, time metrics, and learner feedback across courses. It could create dashboards with trends and correlations, revealing what works best for different goals and groups. AI handles data crunching; I interpret patterns, contextualize insights, and refine designs—turning evaluation into ongoing, actionable improvements without the manual grind.","My input is essential for evaluating training effectiveness beyond data processing. I define metrics aligning with goals, interpret results contextually—e.g., when 70% completion is success or not—and spot strategy-outcome links AI might miss. I turn insights into practical design fixes, factoring in organizational dynamics and stakeholder needs AI can’t grasp, ensuring meaningful, actionable improvements."
20474,Training and Development Specialists,"Design, plan, organize, or direct orientation and training programs for employees or customers.",52a01560-3d4c-4b46-a7ae-244c1d703805,2025/3/28,Expert,2,4,5,4,5,False,False,False,False,False,False,2,4,4,5,5,False,False,False,False,False,False,False,FALSE,"My input is vital for designing training because it demands strategic vision and human-centered thinking AI can’t match. I uncover true business needs, tailor experiences to organizational cultures, balance priorities like depth versus efficiency, and craft authentic scenarios. My judgment integrates politics, culture, and realities AI can’t see, ensuring training aligns with outcomes and resonates with learners."
102,Training and Development Specialists,Develop alternative training methods if expected improvements are not seen.,52a01560-3d4c-4b46-a7ae-244c1d703805,2025/3/28,Expert,2,2,5,3,4,False,False,False,False,False,False,1,3,4,5,5,False,False,False,False,False,False,False,FALSE,"My input is crucial for developing alternative training methods because it involves diagnosing root causes—content, delivery, readiness, or barriers—beyond just suggesting options. I interpret data contextually, gather nuanced feedback, and match strategies to challenges, drawing on experience AI can’t replicate. My contextual insight ensures viable, sustainable solutions tailored to organizational constraints and cultures."
101,Training and Development Specialists,"Evaluate training materials prepared by instructors, such as outlines, text, or handouts.",52a01560-3d4c-4b46-a7ae-244c1d703805,2025/3/28,Expert,4,3,4,2,3,False,False,False,False,False,False,1,2,3,4,3,False,False,False,False,False,False,False,"I’d like AI to evaluate training materials by checking readability, terminology consistency, objective alignment, and accessibility standards. This frees me to focus on nuanced aspects—contextual fit, cultural sensitivity, and strategic choices—requiring human judgment. AI handles systematic scans; I bring expertise to ensure materials meet learner needs and organizational context effectively.","My input is essential for evaluating training materials beyond standardized checks. I assess scaffolding for learner needs, spot missed opportunities for deeper understanding, and catch cultural or contextual issues AI might overlook. My experience ensures tone, detail, and examples fit the audience, drawing on practical judgment that exceeds codified criteria."
20476,Training and Development Specialists,Monitor training costs and prepare budget reports to justify expenditures.,52a01560-3d4c-4b46-a7ae-244c1d703805,2025/3/28,Expert,5,1,2,1,2,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,"I’d like AI to automate budget monitoring and reporting—a data-driven task needing precision, not creativity. AI could track costs, calculate per-learner metrics, and generate visual reports, flagging overruns early. This frees me from admin work to focus on strategic resource decisions and explaining investment impacts, while AI ensures accuracy and consistency.",FALSE
93,Training and Development Specialists,"Keep up with developments in area of expertise by reading current journals, books, or magazine articles.",52a01560-3d4c-4b46-a7ae-244c1d703805,2025/3/28,Expert,4,2,4,1,4,False,False,False,False,False,True,1,2,1,3,1,False,False,False,False,False,False,False,,FALSE
95,Training and Development Specialists,"Schedule classes based on availability of classrooms, equipment, or instructors.",52a01560-3d4c-4b46-a7ae-244c1d703805,2025/3/28,Average,5,1,1,1,1,False,True,False,False,False,False,5,2,3,2,2,False,False,False,False,False,False,False,,FALSE
22522,Producers and Directors,"Research production topics using the internet, video archives, and other informational sources.",19428de6-5c6e-43ae-a11e-b7615cada7c4,2025/3/28,Expert,2,4,4,2,5,False,False,False,False,False,False,3,4,3,4,4,True,True,True,True,True,True,True,FALSE,
22523,Producers and Directors,"Review film, recordings, or rehearsals to ensure conformance to production and broadcast standards.",19428de6-5c6e-43ae-a11e-b7615cada7c4,2025/3/28,Expert,1,5,5,5,5,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,True,True,True,FALSE,
22519,Producers and Directors,Study and research scripts to determine how they should be directed.,19428de6-5c6e-43ae-a11e-b7615cada7c4,2025/3/28,Expert,1,5,5,5,5,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,True,True,True,FALSE,
22527,Producers and Directors,Conduct meetings with staff to discuss production progress and to ensure production objectives are attained.,19428de6-5c6e-43ae-a11e-b7615cada7c4,2025/3/28,Expert,1,4,5,5,5,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,True,True,True,FALSE,
22528,Producers and Directors,"Compile scripts, program notes, and other material related to productions.",19428de6-5c6e-43ae-a11e-b7615cada7c4,2025/3/28,Expert,1,5,5,5,5,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,True,True,True,FALSE,
22533,Producers and Directors,Compose and edit scripts or provide screenwriters with story outlines from which scripts can be written.,19428de6-5c6e-43ae-a11e-b7615cada7c4,2025/3/28,Expert,1,5,5,5,5,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,True,True,True,FALSE,
22537,Producers and Directors,Review film daily to check on work in progress and to plan for future filming.,19428de6-5c6e-43ae-a11e-b7615cada7c4,2025/3/28,Expert,1,5,5,5,5,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,True,True,True,FALSE,
19050,Judicial Law Clerks,"Prepare briefs, legal memoranda, or statements of issues involved in cases, including appropriate suggestions or recommendations.",3fea60cc-676b-4908-a125-62f07f122141,2025/4/6,Expert,1,2,2,4,3,False,False,False,False,False,False,3,2,4,4,5,False,True,True,False,True,True,True,FALSE,
19051,Judicial Law Clerks,"Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.",3fea60cc-676b-4908-a125-62f07f122141,2025/4/6,Expert,1,3,4,4,4,False,False,False,False,False,False,5,2,3,4,4,False,True,False,True,True,False,True,FALSE,
19047,Judicial Law Clerks,"Draft or proofread judicial opinions, decisions, or citations.",3fea60cc-676b-4908-a125-62f07f122141,2025/4/6,Expert,1,4,5,5,3,False,False,False,False,False,False,1,3,4,4,4,False,True,True,True,True,True,True,FALSE,
19052,Judicial Law Clerks,"Review complaints, petitions, motions, or pleadings that have been filed to determine issues involved or basis for relief.",3fea60cc-676b-4908-a125-62f07f122141,2025/4/6,Expert,1,3,4,4,3,False,False,False,False,False,False,2,2,3,3,3,False,True,True,True,True,False,False,FALSE,
19053,Judicial Law Clerks,Review dockets of pending litigation to ensure adequate progress.,3fea60cc-676b-4908-a125-62f07f122141,2025/4/6,Expert,3,3,3,2,2,True,False,False,False,False,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
19057,Judicial Law Clerks,"Enter information into computerized court calendar, filing, or case management systems.",3fea60cc-676b-4908-a125-62f07f122141,2025/4/6,Average,4,2,2,2,1,True,True,False,False,False,True,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
19054,Judicial Law Clerks,"Verify that all files, complaints, or other papers are available and in the proper order.",3fea60cc-676b-4908-a125-62f07f122141,2025/4/6,Expert,2,2,2,2,1,False,False,False,False,False,False,3,1,1,3,3,True,False,True,False,False,True,True,FALSE,
19056,Judicial Law Clerks,Coordinate judges' meeting and appointment schedules.,3fea60cc-676b-4908-a125-62f07f122141,2025/4/6,Expert,4,2,3,2,1,True,True,False,False,False,True,1,3,1,1,2,False,False,False,False,False,False,False,,FALSE
9758,Reservation and Transportation Ticket Agents and Travel Clerks,Examine passenger documentation to determine destinations and to assign boarding passes.,9efdd8f9-66ed-44c6-832f-7ad647337cdd,2025/4/7,Average,3,3,3,1,3,True,False,True,False,False,False,1,2,2,3,3,False,False,False,False,False,True,False,,
9754,Reservation and Transportation Ticket Agents and Travel Clerks,"Determine whether space is available on travel dates requested by customers, assigning requested spaces when available.",9efdd8f9-66ed-44c6-832f-7ad647337cdd,2025/4/7,Average,3,2,2,1,2,True,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
9753,Reservation and Transportation Ticket Agents and Travel Clerks,"Assemble and issue required documentation, such as tickets, travel insurance policies, or itineraries.",9efdd8f9-66ed-44c6-832f-7ad647337cdd,2025/4/7,Average,3,2,2,1,3,False,False,True,False,False,False,2,2,2,2,3,False,False,False,False,False,True,False,,
9756,Reservation and Transportation Ticket Agents and Travel Clerks,Maintain computerized inventories of available passenger space and provide information on space reserved or available.,9efdd8f9-66ed-44c6-832f-7ad647337cdd,2025/4/7,Average,3,2,3,1,3,True,False,True,False,False,False,2,3,2,3,2,False,False,False,False,False,False,False,,FALSE
9752,Reservation and Transportation Ticket Agents and Travel Clerks,"Answer inquiries regarding information, such as schedules, accommodations, procedures, or policies.",9efdd8f9-66ed-44c6-832f-7ad647337cdd,2025/4/7,Average,2,2,2,2,3,False,False,False,False,False,False,2,2,2,2,3,False,False,False,True,False,False,False,FALSE,
9749,Reservation and Transportation Ticket Agents and Travel Clerks,"Plan routes, itineraries, and accommodation details, and compute fares and fees, using schedules, rate books, and computers.",9efdd8f9-66ed-44c6-832f-7ad647337cdd,2025/4/7,Average,3,2,2,1,2,True,True,True,False,False,False,3,2,2,2,1,False,False,False,False,False,False,False,,FALSE
9751,Reservation and Transportation Ticket Agents and Travel Clerks,Prepare customer invoices and accept payment.,9efdd8f9-66ed-44c6-832f-7ad647337cdd,2025/4/7,Average,3,2,3,1,3,False,False,True,False,False,False,3,2,3,3,1,False,False,False,False,False,False,False,,FALSE
9766,Reservation and Transportation Ticket Agents and Travel Clerks,"Provide customers with travel suggestions and information sources, such as guides, directories, brochures, or maps.",9efdd8f9-66ed-44c6-832f-7ad647337cdd,2025/4/7,Average,4,2,2,1,2,True,False,True,False,False,False,2,1,2,2,1,False,False,False,False,False,False,False,,FALSE
9767,Reservation and Transportation Ticket Agents and Travel Clerks,Contact customers or travel agents to advise them of travel conveyance changes or to confirm reservations.,9efdd8f9-66ed-44c6-832f-7ad647337cdd,2025/4/7,Average,1,1,2,1,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
737,Travel Agents,Collect payment for transportation and accommodations from customer.,6f51cf91-6957-4182-8245-923d9d2d66ba,2025/4/7,Expert,3,4,3,1,4,True,False,False,False,False,False,1,3,2,1,1,False,False,False,False,False,False,False,,FALSE
741,Travel Agents,"Plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.",6f51cf91-6957-4182-8245-923d9d2d66ba,2025/4/7,Expert,2,2,3,4,5,False,False,False,False,False,False,3,3,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
739,Travel Agents,"Compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.",6f51cf91-6957-4182-8245-923d9d2d66ba,2025/4/7,Expert,1,4,4,4,4,False,False,False,False,False,False,3,5,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
740,Travel Agents,"Book transportation and hotel reservations, using computer or telephone.",6f51cf91-6957-4182-8245-923d9d2d66ba,2025/4/7,Expert,1,5,5,5,5,False,False,False,False,False,False,2,5,5,5,1,False,False,False,False,False,False,False,FALSE,FALSE
22409,Librarians and Media Collections Specialists,"Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.",dc914526-2865-4e0c-be80-c04dcfa26004,2025/4/8,Average,4,1,2,2,2,True,True,False,False,False,False,2,1,2,3,2,False,False,False,False,False,False,False,,FALSE
22417,Librarians and Media Collections Specialists,"Respond to customer complaints, taking action as necessary.",dc914526-2865-4e0c-be80-c04dcfa26004,2025/4/8,Average,3,1,3,2,3,False,True,False,False,False,True,3,4,3,2,3,False,False,False,True,False,False,True,,
22425,Librarians and Media Collections Specialists,"Develop, maintain, and troubleshoot information access aids, such as databases, annotated bibliographies, Web pages, electronic pathfinders, software programs, and online tutorials.",dc914526-2865-4e0c-be80-c04dcfa26004,2025/4/8,Average,4,2,1,2,2,False,True,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
3407,Loan Officers,"Approve loans within specified limits, and refer loan applications outside those limits to management for approval.",5f793c05-1017-405a-9c60-ab8008b47b3b,2025/4/8,Expert,4,3,3,1,2,True,True,True,True,False,False,2,4,3,4,2,False,False,False,False,False,False,False,,FALSE
3413,Loan Officers,Review loan agreements to ensure that they are complete and accurate according to policy.,5f793c05-1017-405a-9c60-ab8008b47b3b,2025/4/8,Average,1,3,3,1,5,False,False,False,False,False,False,2,1,5,3,2,False,False,False,False,False,False,False,FALSE,FALSE
3411,Loan Officers,"Obtain and compile copies of loan applicants' credit histories, corporate financial statements, and other financial information.",5f793c05-1017-405a-9c60-ab8008b47b3b,2025/4/8,Expert,5,2,3,1,1,True,True,True,False,False,False,2,1,1,2,2,False,False,False,False,False,False,False,,FALSE
3414,Loan Officers,Compute payment schedules.,5f793c05-1017-405a-9c60-ab8008b47b3b,2025/4/8,Average,5,1,1,1,1,True,False,False,True,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
18780,Legal Secretaries and Administrative Assistants,Prepare and distribute invoices to bill clients or pay account expenses.,6f8c5b83-a812-4705-aca0-d17c92ad8508,2025/4/9,Average,3,1,2,2,3,True,True,False,False,False,False,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
21079,Legal Secretaries and Administrative Assistants,Make travel arrangements for attorneys.,6f8c5b83-a812-4705-aca0-d17c92ad8508,2025/4/9,Average,5,1,2,2,1,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
14640,Software Quality Assurance Analysts and Testers,"Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.",50cb1d2f-60bc-48cb-a880-9e29684a5c32,2025/4/9,Expert,3,1,3,3,3,True,False,False,False,False,False,4,4,4,4,4,True,False,True,True,False,True,True,,
14638,Software Quality Assurance Analysts and Testers,"Design test plans, scenarios, scripts, or procedures.",50cb1d2f-60bc-48cb-a880-9e29684a5c32,2025/4/9,Average,4,2,3,2,3,True,False,False,False,False,True,1,1,3,3,3,True,True,False,False,False,True,False,,
14648,Software Quality Assurance Analysts and Testers,Document test procedures to ensure replicability and compliance with standards.,50cb1d2f-60bc-48cb-a880-9e29684a5c32,2025/4/9,Average,5,2,3,1,2,True,False,False,False,False,True,5,2,5,3,3,True,True,False,False,False,False,False,,
14653,Software Quality Assurance Analysts and Testers,Provide feedback and recommendations to developers on software usability and functionality.,50cb1d2f-60bc-48cb-a880-9e29684a5c32,2025/4/9,Expert,3,3,5,2,4,True,False,False,False,False,True,1,4,3,4,4,True,True,True,False,False,False,True,,
14652,Software Quality Assurance Analysts and Testers,"Install, maintain, or use software testing programs.",50cb1d2f-60bc-48cb-a880-9e29684a5c32,2025/4/9,Average,4,2,4,2,3,True,False,False,False,False,True,1,2,2,3,4,True,False,True,False,False,False,False,,
22535,Producers and Directors,Cut and edit film or tape to integrate component parts into desired sequences.,19428de6-5c6e-43ae-a11e-b7615cada7c4,2025/3/28,Expert,1,5,5,5,5,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,True,True,True,FALSE,
15980,Sustainability Specialists,"Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling.",3126e2b8-1d4e-417f-859e-ebe2a985b749,2025/3/28,Average,3,1,3,1,3,True,False,False,False,False,True,4,2,5,3,3,True,False,False,False,True,True,False,,
15973,Sustainability Specialists,Provide technical or administrative support for sustainability programs or issues.,3126e2b8-1d4e-417f-859e-ebe2a985b749,2025/3/28,Average,2,4,3,3,2,False,False,False,False,False,False,1,3,2,4,3,False,False,True,True,True,False,True,FALSE,
19004,Computer Network Support Specialists,Back up network data.,8b4d2334-8620-40d6-bf7d-ab3f1ace0d04,2025/3/28,Average,1,1,1,1,1,False,False,False,False,False,False,1,3,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
18991,Computer Network Support Specialists,Configure security settings or access permissions for groups or individuals.,8b4d2334-8620-40d6-bf7d-ab3f1ace0d04,2025/3/28,Expert,3,2,2,1,2,False,False,False,False,False,True,1,1,2,2,1,False,False,False,False,False,False,False,,FALSE
18992,Computer Network Support Specialists,Configure wide area network (WAN) or local area network (LAN) routers or related equipment.,8b4d2334-8620-40d6-bf7d-ab3f1ace0d04,2025/3/28,Average,2,1,2,2,4,False,False,False,False,False,False,3,2,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
19002,Computer Network Support Specialists,Troubleshoot network or connectivity problems for users or user groups.,8b4d2334-8620-40d6-bf7d-ab3f1ace0d04,2025/3/28,Average,4,2,2,1,3,False,False,False,False,True,False,2,2,3,1,2,False,False,False,False,False,False,False,,FALSE
18989,Computer Network Support Specialists,"Analyze network data to determine network usage, disk space availability, or server function.",8b4d2334-8620-40d6-bf7d-ab3f1ace0d04,2025/3/28,Average,2,1,2,2,2,False,False,False,False,False,False,2,1,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
19011,Computer Network Support Specialists,Research hardware or software products to meet technical networking or security needs.,8b4d2334-8620-40d6-bf7d-ab3f1ace0d04,2025/3/28,Average,2,1,3,2,2,False,False,False,False,False,False,1,1,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
15717,Online Merchants,"Promote products in online communities through weblog or discussion-forum postings, e-mail marketing programs, or online advertising.",e1f63c67-fa88-4791-a508-d381dba697ca,2025/3/28,Average,5,1,4,3,2,True,True,True,True,False,False,5,4,2,1,4,False,False,False,True,True,True,False,,
15721,Online Merchants,"Investigate products or markets to determine areas for opportunity or viability for merchandising specific products, using online or offline sources.",e1f63c67-fa88-4791-a508-d381dba697ca,2025/3/28,Average,5,1,4,1,2,True,True,True,False,False,False,3,4,1,1,4,False,False,True,True,True,True,False,,
15711,Online Merchants,Create or maintain database of customer accounts.,e1f63c67-fa88-4791-a508-d381dba697ca,2025/3/28,Expert,5,4,5,4,3,True,True,True,True,False,True,3,1,1,1,3,False,True,True,True,True,False,False,,
15415,Quality Control Systems Managers,Review and update standard operating procedures or quality assurance manuals.,253a3c67-e5bf-4b1e-8458-02a42b628e00,2025/3/28,Average,5,3,3,1,3,False,False,False,False,False,True,1,3,3,4,3,False,True,True,True,False,False,False,,
15430,Quality Control Systems Managers,Monitor performance of quality control systems to ensure effectiveness and efficiency.,253a3c67-e5bf-4b1e-8458-02a42b628e00,2025/3/28,Average,5,3,4,1,3,True,False,True,False,False,False,1,3,3,5,1,False,False,False,False,False,False,False,,FALSE
15414,Quality Control Systems Managers,Review quality documentation necessary for regulatory submissions and inspections.,253a3c67-e5bf-4b1e-8458-02a42b628e00,2025/3/28,Average,5,3,3,5,2,False,False,False,False,False,True,1,2,3,5,1,False,False,False,False,False,False,False,,FALSE
15424,Quality Control Systems Managers,"Direct the tracking of defects, test results, or other regularly reported quality control data.",253a3c67-e5bf-4b1e-8458-02a42b628e00,2025/3/28,Average,5,3,3,1,3,True,False,True,False,False,True,1,2,4,4,2,False,False,False,False,False,False,False,,FALSE
15425,Quality Control Systems Managers,Create and implement inspection and testing criteria or procedures.,253a3c67-e5bf-4b1e-8458-02a42b628e00,2025/3/28,Average,5,2,2,2,3,True,False,False,False,False,True,2,4,5,5,4,False,True,False,True,False,False,False,,
3394,Budget Analysts,Analyze monthly department budgeting and accounting reports to maintain expenditure controls.,356a4406-7579-4a06-bc34-8c45b54fab99,2025/3/28,Average,4,2,2,1,2,True,True,True,True,True,True,2,2,2,2,4,True,True,True,True,True,True,True,,
3395,Budget Analysts,Direct the preparation of regular and special budget reports.,356a4406-7579-4a06-bc34-8c45b54fab99,2025/3/28,Average,3,2,2,2,2,True,True,True,True,True,True,2,2,2,2,4,True,True,True,True,True,True,True,,
3405,Budget Analysts,Compile and analyze accounting records and other data to determine the financial resources required to implement a program.,356a4406-7579-4a06-bc34-8c45b54fab99,2025/3/28,Average,3,2,2,2,3,True,True,True,True,True,True,2,4,2,3,4,True,True,True,True,True,False,False,,
3401,Budget Analysts,Review operating budgets to analyze trends affecting budget needs.,356a4406-7579-4a06-bc34-8c45b54fab99,2025/3/28,Average,4,2,2,2,3,False,False,False,True,True,True,3,3,3,2,3,True,True,False,False,False,False,False,,
21549,Appraisers and Assessors of Real Estate,"Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.",96a9f197-aeab-4199-895e-809405ea6486,2025/3/28,Average,2,3,4,2,5,False,False,False,False,False,False,3,4,4,4,4,True,False,False,False,False,False,False,FALSE,
21550,Appraisers and Assessors of Real Estate,"Prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.",96a9f197-aeab-4199-895e-809405ea6486,2025/3/28,Average,4,3,5,4,2,True,False,False,False,False,True,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
21552,Appraisers and Assessors of Real Estate,Collect and analyze relevant data to identify real estate market trends.,96a9f197-aeab-4199-895e-809405ea6486,2025/3/28,Average,2,5,4,5,5,False,False,False,False,False,False,2,1,5,3,3,False,False,False,False,True,True,False,FALSE,
21553,Appraisers and Assessors of Real Estate,"Prepare and maintain current data on each parcel assessed, including maps of boundaries, inventories of land and structures, property characteristics, and any applicable exemptions.",96a9f197-aeab-4199-895e-809405ea6486,2025/3/28,Average,5,3,3,1,2,True,True,True,True,False,True,1,1,3,5,5,False,False,False,True,False,True,True,,
21555,Appraisers and Assessors of Real Estate,Identify the ownership of each piece of taxable property.,96a9f197-aeab-4199-895e-809405ea6486,2025/3/28,Average,3,2,3,2,4,True,False,False,False,False,True,2,5,5,2,2,False,False,False,False,False,False,False,,FALSE
21557,Appraisers and Assessors of Real Estate,Complete and maintain assessment rolls that show the assessed values and status of all property in a municipality.,96a9f197-aeab-4199-895e-809405ea6486,2025/3/28,Average,5,4,4,3,3,True,False,False,False,False,True,2,3,3,3,4,True,False,False,True,True,True,False,,
21558,Appraisers and Assessors of Real Estate,"Review information about transfers of property to ensure its accuracy, checking basic information on buyers, sellers, and sales prices and making corrections as necessary.",96a9f197-aeab-4199-895e-809405ea6486,2025/3/28,Average,4,4,5,3,4,True,False,True,True,True,True,3,2,4,3,4,True,False,False,True,True,True,False,,
21562,Appraisers and Assessors of Real Estate,Examine income records and operating costs of income properties.,96a9f197-aeab-4199-895e-809405ea6486,2025/3/28,Average,2,5,5,3,5,False,False,False,False,False,False,4,4,4,3,3,False,True,False,True,True,True,False,FALSE,
21565,Appraisers and Assessors of Real Estate,"Search public records for transactions such as sales, leases, and assessments.",96a9f197-aeab-4199-895e-809405ea6486,2025/3/28,Average,5,5,4,5,3,True,False,True,True,False,True,2,4,3,4,5,False,False,False,False,True,True,True,,
21566,Appraisers and Assessors of Real Estate,Check building codes and zoning bylaws to determine any effects on the properties being appraised.,96a9f197-aeab-4199-895e-809405ea6486,2025/3/28,Average,5,4,4,2,2,True,False,False,True,True,True,4,3,4,4,3,True,False,False,False,True,True,False,,
1318,Network and Computer Systems Administrators,"Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.",3dcfa73c-6097-4ff6-b551-8acdcd56f011,2025/3/28,Expert,4,4,4,2,4,True,True,False,False,False,False,3,2,3,2,3,False,True,False,False,True,True,False,,
1317,Network and Computer Systems Administrators,Perform data backups and disaster recovery operations.,3dcfa73c-6097-4ff6-b551-8acdcd56f011,2025/3/28,Average,4,1,3,2,2,True,True,False,False,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
15206,Network and Computer Systems Administrators,"Configure, monitor, and maintain email applications or virus protection software.",3dcfa73c-6097-4ff6-b551-8acdcd56f011,2025/3/28,Expert,4,2,4,2,3,True,False,True,True,False,False,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
1320,Network and Computer Systems Administrators,Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use.,3dcfa73c-6097-4ff6-b551-8acdcd56f011,2025/3/28,Novice,4,1,3,3,3,True,True,False,False,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
1325,Network and Computer Systems Administrators,Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future.,3dcfa73c-6097-4ff6-b551-8acdcd56f011,2025/3/28,Average,3,1,4,3,4,False,False,False,True,True,False,3,1,3,4,3,False,True,False,False,True,True,False,,
1329,Network and Computer Systems Administrators,Analyze equipment performance records to determine the need for repair or replacement.,3dcfa73c-6097-4ff6-b551-8acdcd56f011,2025/3/28,Expert,4,2,3,2,2,True,True,False,False,False,True,2,1,2,2,2,False,False,False,False,False,False,False,,FALSE
1323,Network and Computer Systems Administrators,"Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.",3dcfa73c-6097-4ff6-b551-8acdcd56f011,2025/3/28,Expert,3,1,4,1,4,True,False,False,False,True,True,1,4,4,3,3,False,True,True,False,True,False,True,,
1322,Network and Computer Systems Administrators,"Design, configure, and test computer hardware, networking software and operating system software.",3dcfa73c-6097-4ff6-b551-8acdcd56f011,2025/3/28,Expert,4,1,4,1,3,True,True,True,False,False,False,3,2,1,2,2,False,False,False,False,False,False,False,,FALSE
1321,Network and Computer Systems Administrators,"Perform routine network startup and shutdown procedures, and maintain control records.",3dcfa73c-6097-4ff6-b551-8acdcd56f011,2025/3/28,Expert,5,1,4,3,3,True,True,False,False,False,True,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
22654,Writers and Authors,Present drafts and ideas to clients.,1db7cee2-4231-4e31-b3a6-28e543b921c9,2025/3/28,Expert,3,3,3,2,2,True,True,False,False,False,False,3,3,2,2,2,False,False,False,False,False,False,False,,FALSE
22660,Writers and Authors,"Review advertising trends, consumer surveys, and other data regarding marketing of goods and services to determine the best way to promote products.",1db7cee2-4231-4e31-b3a6-28e543b921c9,2025/3/28,Average,3,1,2,2,2,True,False,False,True,False,True,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
22657,Writers and Authors,"Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.",1db7cee2-4231-4e31-b3a6-28e543b921c9,2025/3/28,Expert,2,4,4,2,4,False,False,False,False,False,False,3,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
16150,Business Intelligence Analysts,"Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.",d43eb3ea-e340-4de1-b779-e3b7273fa3ad,2025/3/28,Expert,5,2,4,1,1,True,True,False,False,False,True,2,2,3,3,3,False,True,True,False,True,True,False,,
16135,Business Intelligence Analysts,"Maintain library of model documents, templates, or other reusable knowledge assets.",d43eb3ea-e340-4de1-b779-e3b7273fa3ad,2025/3/28,Average,5,1,2,1,1,False,False,False,False,False,False,1,2,1,3,2,False,False,False,False,False,False,False,,FALSE
16140,Business Intelligence Analysts,Manage timely flow of business intelligence information to users.,d43eb3ea-e340-4de1-b779-e3b7273fa3ad,2025/3/28,Expert,4,4,5,3,2,True,True,True,True,True,True,2,4,4,4,4,False,True,True,True,True,True,True,,
16146,Business Intelligence Analysts,"Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.",d43eb3ea-e340-4de1-b779-e3b7273fa3ad,2025/3/28,Expert,5,1,3,1,1,True,True,False,False,False,False,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
16136,Business Intelligence Analysts,"Identify or monitor current and potential customers, using business intelligence tools.",d43eb3ea-e340-4de1-b779-e3b7273fa3ad,2025/3/28,Expert,5,1,4,1,2,True,True,False,False,False,False,2,2,1,3,2,False,False,False,False,False,False,False,,FALSE
16143,Business Intelligence Analysts,"Disseminate information regarding tools, reports, or metadata enhancements.",d43eb3ea-e340-4de1-b779-e3b7273fa3ad,2025/3/28,Average,5,1,2,1,1,True,True,True,False,False,False,2,1,2,3,1,False,False,False,False,False,False,False,,FALSE
1250,Credit Analysts,Analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money.,d362f0ff-79b3-457e-8ef3-fe8cafbd813f,2025/3/28,Expert,3,3,5,5,4,True,False,False,False,False,False,1,4,4,4,4,False,True,True,True,True,True,True,,
1255,Credit Analysts,"Generate financial ratios, using computer programs, to evaluate customers' financial status.",d362f0ff-79b3-457e-8ef3-fe8cafbd813f,2025/3/28,Expert,3,2,3,3,4,True,False,True,False,False,True,1,4,4,4,4,False,True,True,True,True,True,True,,
1259,Credit Analysts,"Analyze financial data, such as income growth, quality of management, and market share to determine expected profitability of loans.",d362f0ff-79b3-457e-8ef3-fe8cafbd813f,2025/3/28,Expert,3,2,2,2,3,True,False,False,False,True,True,1,4,4,4,4,False,True,True,True,True,True,True,,
14713,Web Developers,"Respond to user email inquiries, or set up automated systems to send responses.",9af66c73-7365-471f-9822-a424d0d47f09,2025/3/28,Expert,3,2,1,2,1,True,True,False,False,False,True,1,5,3,3,4,False,True,True,True,True,True,True,,
14714,Web Developers,Develop or implement procedures for ongoing Web site revision.,9af66c73-7365-471f-9822-a424d0d47f09,2025/3/28,Average,4,3,4,3,3,False,False,True,False,True,False,1,3,2,3,3,False,False,True,False,True,True,False,,
14717,Web Developers,Establish appropriate server directory trees.,9af66c73-7365-471f-9822-a424d0d47f09,2025/3/28,Average,3,1,4,3,3,False,False,True,True,False,False,1,2,4,4,3,False,False,True,False,True,True,False,,
14623,Computer and Information Research Scientists,Analyze problems to develop solutions involving computer hardware and software.,971757a8-105a-428b-a055-930ed46ffec4,2025/3/28,Expert,5,4,4,1,4,True,False,False,False,False,True,3,2,3,5,3,True,True,True,False,True,True,False,"I don't think it can take my job. If it can, then that AI system is my program",It needs through observation of AI application trend in different field
14626,Computer and Information Research Scientists,"Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.",971757a8-105a-428b-a055-930ed46ffec4,2025/3/28,Expert,5,4,4,4,4,True,False,True,False,True,True,2,2,4,4,3,True,True,True,False,True,True,False,,
14625,Computer and Information Research Scientists,Evaluate project plans and proposals to assess feasibility issues.,971757a8-105a-428b-a055-930ed46ffec4,2025/3/28,Expert,5,1,3,1,2,True,True,True,True,False,True,1,1,1,4,2,False,False,False,False,False,False,False,,FALSE
1275,Computer Programmers,"Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.",3769f089-d4f2-4f34-be77-4f4c0d31fd8e,2025/3/28,Average,3,3,4,2,3,True,False,True,False,False,True,2,3,2,4,4,False,True,True,True,True,True,False,,
1270,Computer Programmers,"Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.",3769f089-d4f2-4f34-be77-4f4c0d31fd8e,2025/3/28,Average,3,2,4,2,3,True,False,True,False,False,True,2,2,3,4,3,False,True,True,True,True,True,False,,
4618,Telemarketers,"Deliver prepared sales talks, reading from scripts that describe products or services, to persuade potential customers to purchase a product or service or to make a donation.",ffbcb08d-173e-4d5f-9d7f-9315e0220f68,2025/3/28,Expert,1,3,4,1,1,False,False,False,False,False,False,2,5,4,5,4,False,True,True,True,True,True,True,FALSE,
4620,Telemarketers,"Explain products or services and prices, and answer questions from customers.",ffbcb08d-173e-4d5f-9d7f-9315e0220f68,2025/3/28,Expert,1,3,5,1,2,False,False,False,False,False,False,1,5,3,5,5,False,True,True,True,True,True,True,FALSE,
4621,Telemarketers,"Obtain customer information such as name, address, and payment method, and enter orders into computers.",ffbcb08d-173e-4d5f-9d7f-9315e0220f68,2025/3/28,Expert,4,1,1,1,1,True,True,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
4622,Telemarketers,"Record names, addresses, purchases, and reactions of prospects contacted.",ffbcb08d-173e-4d5f-9d7f-9315e0220f68,2025/3/28,Expert,3,1,1,1,1,True,True,True,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
4623,Telemarketers,Adjust sales scripts to better target the needs and interests of specific individuals.,ffbcb08d-173e-4d5f-9d7f-9315e0220f68,2025/3/28,Expert,1,2,3,2,3,False,False,False,False,False,False,1,4,4,5,4,False,True,True,True,True,True,True,FALSE,
20168,Treasurers and Controllers,"Monitor financial activities and details, such as cash flow and reserve levels, to ensure that all legal and regulatory requirements are met.",b2971224-0238-4693-94f4-df2f5cfce32f,2025/3/28,Expert,4,1,5,1,3,True,False,True,False,False,True,1,3,3,4,3,False,True,True,False,True,True,False,,
8865,Treasurers and Controllers,"Coordinate and direct the financial planning, budgeting, procurement, or investment activities of all or part of an organization.",b2971224-0238-4693-94f4-df2f5cfce32f,2025/3/28,Novice,2,3,5,5,5,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
8867,Treasurers and Controllers,"Analyze the financial details of past, present, and expected operations to identify development opportunities and areas where improvement is needed.",b2971224-0238-4693-94f4-df2f5cfce32f,2025/3/28,Expert,3,2,5,5,5,True,False,True,False,False,True,1,3,3,5,2,False,False,False,False,False,False,False,,FALSE
20558,Photographers,"Transfer photographs to computers for editing, archiving, and electronic transmission.",e895f842-64a4-4c38-bdcf-f4203c37dac5,2025/3/28,Average,3,3,4,1,3,True,True,True,False,False,True,2,1,1,1,2,False,False,False,False,False,False,False,,FALSE
9352,Photographers,"Manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.",e895f842-64a4-4c38-bdcf-f4203c37dac5,2025/3/28,Average,2,4,4,3,3,False,False,False,False,False,False,4,1,4,3,4,False,True,True,False,False,False,False,FALSE,
9357,Photographers,"Enhance, retouch, and resize photographs and negatives, using airbrushing and other techniques.",e895f842-64a4-4c38-bdcf-f4203c37dac5,2025/3/28,Average,1,4,3,2,3,False,False,False,False,False,False,3,2,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
9351,Photographers,"Estimate or measure light levels, distances, and numbers of exposures needed, using measuring devices and formulas.",e895f842-64a4-4c38-bdcf-f4203c37dac5,2025/3/28,Average,3,2,4,1,2,True,True,True,False,False,False,3,1,3,3,1,False,False,False,False,False,False,False,,FALSE
9354,Photographers,"Perform general office duties, such as scheduling appointments, keeping books, and ordering supplies.",e895f842-64a4-4c38-bdcf-f4203c37dac5,2025/3/28,Average,3,1,1,1,2,True,False,False,False,False,True,4,2,4,3,2,False,False,False,False,False,False,False,,FALSE
9350,Photographers,Review sets of photographs to select the best work.,e895f842-64a4-4c38-bdcf-f4203c37dac5,2025/3/28,Average,2,4,4,3,4,False,False,False,False,False,False,4,3,4,3,3,False,True,False,False,True,False,False,FALSE,
738,Travel Agents,"Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",dca0e648-aaa4-4ebb-b728-d4f83b3b78d8,2025/3/28,Average,5,3,1,4,2,True,True,True,False,False,False,1,3,3,2,4,False,True,False,True,False,True,False,,
20900,Travel Agents,"Record and maintain information on clients, vendors, and travel packages.",dca0e648-aaa4-4ebb-b728-d4f83b3b78d8,2025/3/28,Expert,5,2,1,2,1,True,True,True,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
740,Travel Agents,"Book transportation and hotel reservations, using computer or telephone.",dca0e648-aaa4-4ebb-b728-d4f83b3b78d8,2025/3/28,Average,1,2,1,1,1,False,False,False,False,False,False,2,2,1,2,3,True,False,False,False,True,False,False,FALSE,
742,Travel Agents,"Provide customer with brochures and publications containing travel information, such as local customs, points of interest, or foreign country regulations.",dca0e648-aaa4-4ebb-b728-d4f83b3b78d8,2025/3/28,Average,5,1,2,1,2,True,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
21315,Financial Managers,Evaluate data pertaining to costs to plan budgets.,7383a601-2eb8-4a99-a95c-508619fc1b16,2025/3/28,Expert,4,2,2,2,2,False,False,False,False,False,True,3,4,3,3,3,False,True,False,False,False,False,False,,
21321,Financial Managers,Develop or analyze information to assess the current or future financial status of firms.,7383a601-2eb8-4a99-a95c-508619fc1b16,2025/3/28,Average,3,2,2,3,3,True,False,False,False,False,False,3,3,2,3,3,False,True,False,False,True,False,False,,
21320,Financial Managers,"Prepare financial or regulatory reports required by laws, regulations, or boards of directors.",7383a601-2eb8-4a99-a95c-508619fc1b16,2025/3/28,Expert,3,3,3,3,2,False,False,True,False,False,True,2,3,4,3,1,False,False,False,False,False,False,False,,FALSE
21317,Financial Managers,"Examine, evaluate, or process loan applications.",7383a601-2eb8-4a99-a95c-508619fc1b16,2025/3/28,Expert,2,1,2,1,1,False,False,False,False,False,False,2,2,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
21314,Financial Managers,Prepare operational or risk reports for management analysis.,7383a601-2eb8-4a99-a95c-508619fc1b16,2025/3/28,Expert,2,2,2,2,3,False,False,False,False,False,False,2,3,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
21326,Financial Managers,Review collection reports to determine the status of collections and the amounts of outstanding balances.,7383a601-2eb8-4a99-a95c-508619fc1b16,2025/3/28,Average,3,2,3,3,3,False,True,False,True,False,False,1,1,2,2,1,False,False,False,False,False,False,False,,FALSE
21329,Financial Managers,Review reports of securities transactions or price lists to analyze market conditions.,7383a601-2eb8-4a99-a95c-508619fc1b16,2025/3/28,Novice,2,2,1,2,3,False,False,False,False,False,False,2,2,2,3,1,False,False,False,False,False,False,False,FALSE,FALSE
774,Legal Secretaries and Administrative Assistants,"Complete various forms, such as accident reports, trial and courtroom requests, and applications for clients.",450b7f43-d95e-4063-95d1-a424c5a0ad70,2025/3/28,Expert,2,5,4,5,4,False,False,False,False,False,False,1,4,2,5,3,False,True,False,True,True,True,True,FALSE,
773,Legal Secretaries and Administrative Assistants,Submit articles and information from searches to attorneys for review and approval for use.,450b7f43-d95e-4063-95d1-a424c5a0ad70,2025/3/28,Average,4,1,1,1,2,True,True,True,False,False,False,1,1,2,4,2,False,False,False,False,False,False,False,,FALSE
21079,Legal Secretaries and Administrative Assistants,Make travel arrangements for attorneys.,450b7f43-d95e-4063-95d1-a424c5a0ad70,2025/3/28,Expert,5,1,1,1,1,True,True,True,False,False,True,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
12963,Social Science Research Assistants,Design and create special programs for tasks such as statistical analysis and data entry and cleaning.,d598241e-e2f0-4502-ac8e-893d969a0a80,2025/3/28,Average,2,2,4,3,3,False,False,False,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
12960,Social Science Research Assistants,Conduct internet-based and library research.,d598241e-e2f0-4502-ac8e-893d969a0a80,2025/3/28,Average,4,2,3,2,1,True,True,True,False,False,False,1,1,2,3,3,False,False,True,False,False,False,False,,"when conducting literature reviews, you may not even know what  you don't know. As you find resources, that can change the direction of future research. I wouldn't let AI take total control on changing the topic of my research"
2519,Payroll and Timekeeping Clerks,"Verify attendance, hours worked, and pay adjustments, and post information onto designated records.",f9344435-6a00-4f73-8b6a-c497fad573f6,2025/3/29,Average,1,4,4,2,5,False,False,False,False,False,False,5,4,3,4,3,False,True,False,False,False,False,False,FALSE,
2516,Payroll and Timekeeping Clerks,"Compute wages and deductions, and enter data into computers.",f9344435-6a00-4f73-8b6a-c497fad573f6,2025/3/29,Novice,2,2,3,2,4,False,False,False,False,False,False,2,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
2518,Payroll and Timekeeping Clerks,"Review time sheets, work charts, wage computation, and other information to detect and reconcile payroll discrepancies.",f9344435-6a00-4f73-8b6a-c497fad573f6,2025/3/29,Average,1,5,2,1,4,False,False,False,False,False,False,1,3,5,4,3,False,True,False,False,False,False,False,FALSE,
2521,Payroll and Timekeeping Clerks,Issue and record adjustments to pay related to previous errors or retroactive increases.,f9344435-6a00-4f73-8b6a-c497fad573f6,2025/3/29,Novice,5,1,2,3,3,False,False,True,False,False,False,1,1,3,2,4,False,False,False,False,False,False,False,,
18563,Payroll and Timekeeping Clerks,"Keep track of leave time, such as vacation, personal, and sick leave, for employees.",f9344435-6a00-4f73-8b6a-c497fad573f6,2025/3/29,Average,2,4,5,3,4,False,False,False,False,False,False,3,3,2,4,1,False,False,False,False,False,False,False,FALSE,FALSE
2517,Payroll and Timekeeping Clerks,"Compile employee time, production, and payroll data from time sheets and other records.",f9344435-6a00-4f73-8b6a-c497fad573f6,2025/3/29,Expert,1,1,5,1,5,False,False,False,False,False,False,4,3,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
2524,Payroll and Timekeeping Clerks,Complete time sheets showing employees' arrival and departure times.,f9344435-6a00-4f73-8b6a-c497fad573f6,2025/3/29,Expert,2,5,1,1,3,False,False,False,False,False,False,5,5,1,4,4,False,True,False,False,False,False,False,FALSE,
18564,Payroll and Timekeeping Clerks,Conduct verifications of employment.,f9344435-6a00-4f73-8b6a-c497fad573f6,2025/3/29,Average,3,1,5,2,1,False,False,False,False,True,False,4,5,3,5,1,False,False,False,False,False,False,False,,FALSE
14623,Computer and Information Research Scientists,Analyze problems to develop solutions involving computer hardware and software.,c5dd7c9b-d855-4d5b-97f5-fcdedc66af11,2025/3/29,Novice,2,2,2,3,3,False,False,False,False,False,False,2,3,4,2,3,False,True,True,False,True,False,False,FALSE,
14626,Computer and Information Research Scientists,"Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.",c5dd7c9b-d855-4d5b-97f5-fcdedc66af11,2025/3/29,Average,2,1,1,3,2,False,False,False,False,False,False,2,2,2,1,3,False,False,False,False,False,False,False,FALSE,
61,Medical and Health Services Managers,Review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization.,becf3b45-1308-40f5-9c08-eaa1b317eee4,2025/3/29,Expert,1,2,3,1,2,False,False,False,False,False,False,4,3,5,4,4,True,True,True,True,True,True,True,FALSE,
21522,Accountants and Auditors,"Evaluate taxpayer finances to determine tax liability, using knowledge of interest and discount rates, annuities, valuation of stocks and bonds, and amortization valuation of depletable assets.",bc73f753-0ae6-49ea-ae32-5e8ea6bc9326,2025/3/29,Average,5,2,4,3,2,True,True,False,False,False,False,2,1,1,3,3,False,False,False,False,False,False,False,,
21522,Accountants and Auditors,"Evaluate taxpayer finances to determine tax liability, using knowledge of interest and discount rates, annuities, valuation of stocks and bonds, and amortization valuation of depletable assets.",58441bc5-6eff-4f45-9181-5a1cc39e7d15,2025/3/29,Average,4,1,1,1,2,True,False,False,False,False,True,1,3,4,4,3,False,True,False,False,False,False,False,,
1275,Computer Programmers,"Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.",b16d9ccf-ae38-4f60-8c70-ae3aa460186d,2025/3/29,Average,5,1,1,1,5,True,False,False,False,False,False,1,1,2,4,1,False,False,False,False,False,False,False,,FALSE
15423,Quality Control Systems Managers,"Document testing procedures, methodologies, or criteria.",f63c65cb-b772-47e3-b2de-cfda20f682bf,2025/3/29,Average,5,3,3,4,4,True,True,False,True,False,False,3,5,3,4,4,False,True,True,False,True,True,False,,
737,Travel Agents,Collect payment for transportation and accommodations from customer.,0cfff306-30b3-47bd-8752-cf9db69c5eb4,2025/3/29,Expert,4,1,5,1,1,True,True,True,False,False,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
741,Travel Agents,"Plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.",0cfff306-30b3-47bd-8752-cf9db69c5eb4,2025/3/29,Expert,3,1,5,2,2,True,True,True,True,True,True,1,2,2,3,3,False,False,True,False,True,True,True,,
738,Travel Agents,"Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",0cfff306-30b3-47bd-8752-cf9db69c5eb4,2025/3/29,Expert,3,4,4,4,4,True,False,False,True,True,True,1,3,4,4,3,False,True,True,True,True,True,True,,
739,Travel Agents,"Compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.",0cfff306-30b3-47bd-8752-cf9db69c5eb4,2025/3/29,Novice,4,3,3,2,1,True,True,True,True,True,True,1,3,3,3,3,False,False,False,False,True,False,False,,
20900,Travel Agents,"Record and maintain information on clients, vendors, and travel packages.",0cfff306-30b3-47bd-8752-cf9db69c5eb4,2025/3/29,Expert,3,2,2,2,2,True,True,True,False,True,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
740,Travel Agents,"Book transportation and hotel reservations, using computer or telephone.",0cfff306-30b3-47bd-8752-cf9db69c5eb4,2025/3/29,Expert,3,3,2,1,1,True,True,True,True,True,True,1,3,2,2,3,False,False,False,False,True,False,False,,
742,Travel Agents,"Provide customer with brochures and publications containing travel information, such as local customs, points of interest, or foreign country regulations.",0cfff306-30b3-47bd-8752-cf9db69c5eb4,2025/3/29,Average,5,1,2,1,1,True,True,True,False,False,True,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
15590,Clinical Research Coordinators,Contact industry representatives to ensure equipment and software specifications necessary for successful study completion.,599736e0-ff35-46ab-9023-4ab86a904986,2025/3/29,Expert,4,1,2,1,2,True,True,False,False,False,False,1,4,3,3,1,False,False,False,False,False,False,False,,FALSE
15600,Clinical Research Coordinators,Maintain contact with sponsors to schedule and coordinate site visits or to answer questions about issues such as incomplete data.,599736e0-ff35-46ab-9023-4ab86a904986,2025/3/29,Expert,5,1,2,1,1,True,True,False,False,False,False,1,1,1,4,1,False,False,False,False,False,False,False,,FALSE
15592,Clinical Research Coordinators,Track enrollment status of subjects and document dropout information such as dropout causes and subject contact efforts.,599736e0-ff35-46ab-9023-4ab86a904986,2025/3/29,Expert,5,1,2,1,1,True,True,False,False,False,False,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
16974,Quality Control Analysts,"Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.",eb9cea65-75cf-4ca9-b73d-1028ecf9e166,2025/3/29,Novice,4,2,2,4,4,False,False,True,False,False,False,2,4,3,4,3,False,False,False,False,False,False,False,,
16966,Quality Control Analysts,Supply quality control data necessary for regulatory submissions.,eb9cea65-75cf-4ca9-b73d-1028ecf9e166,2025/3/29,Average,4,3,4,4,4,False,False,False,False,False,True,3,4,4,4,3,False,False,False,False,False,False,False,,
16968,Quality Control Analysts,Review data from contract laboratories to ensure accuracy and regulatory compliance.,eb9cea65-75cf-4ca9-b73d-1028ecf9e166,2025/3/29,Average,4,3,4,4,5,False,False,False,False,False,True,3,3,4,3,4,False,False,True,False,False,False,False,,
16157,Information Technology Project Managers,Monitor or track project milestones and deliverables.,1287fa62-3ac3-44e0-aca6-4f646ad1fca3,2025/3/29,Expert,1,3,4,1,5,False,False,False,False,False,False,4,5,3,5,1,False,False,False,False,False,False,False,FALSE,FALSE
16152,Information Technology Project Managers,"Submit project deliverables, ensuring adherence to quality standards.",1287fa62-3ac3-44e0-aca6-4f646ad1fca3,2025/3/29,Expert,1,4,5,1,5,False,False,False,False,False,False,5,5,2,5,1,False,False,False,False,False,False,False,FALSE,FALSE
16159,Information Technology Project Managers,"Initiate, review, or approve modifications to project plans.",1287fa62-3ac3-44e0-aca6-4f646ad1fca3,2025/3/29,Expert,1,5,5,1,5,False,False,False,False,False,False,5,1,3,5,1,False,False,False,False,False,False,False,FALSE,FALSE
16170,Information Technology Project Managers,"Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.",1287fa62-3ac3-44e0-aca6-4f646ad1fca3,2025/3/29,Expert,1,3,4,1,2,False,False,False,False,False,False,4,3,3,4,1,False,False,False,False,False,False,False,FALSE,FALSE
16171,Information Technology Project Managers,Develop and manage work breakdown structure (WBS) of information technology projects.,1287fa62-3ac3-44e0-aca6-4f646ad1fca3,2025/3/29,Expert,1,4,4,1,5,False,False,False,False,False,False,3,3,2,5,1,False,False,False,False,False,False,False,FALSE,FALSE
20184,Personal Financial Advisors,"Manage client portfolios, keeping client plans up-to-date.",87172c73-62f4-4665-b9d0-eb3a6ebdb5aa,2025/3/29,Expert,4,4,4,5,5,True,True,True,False,False,True,2,3,5,5,3,False,True,True,True,True,True,True,,
12904,Personal Financial Advisors,Analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.,87172c73-62f4-4665-b9d0-eb3a6ebdb5aa,2025/3/29,Expert,3,4,5,5,5,True,False,True,True,True,True,2,4,5,5,3,False,True,True,True,True,True,False,,
12913,Personal Financial Advisors,"Prepare or interpret for clients information, such as investment performance reports, financial document summaries, or income projections.",87172c73-62f4-4665-b9d0-eb3a6ebdb5aa,2025/3/29,Expert,3,4,5,5,5,True,False,True,False,False,True,1,4,5,5,4,False,True,True,True,True,True,False,,
20188,Personal Financial Advisors,Monitor financial market trends to ensure that client plans are responsive.,87172c73-62f4-4665-b9d0-eb3a6ebdb5aa,2025/3/29,Expert,4,5,5,5,5,True,False,False,True,True,True,1,4,5,5,4,False,True,True,True,True,True,False,,
12913,Personal Financial Advisors,"Prepare or interpret for clients information, such as investment performance reports, financial document summaries, or income projections.",5a27860f-2143-468a-b2ac-01887752e3ab,2025/3/30,Average,3,3,5,5,3,False,False,True,False,False,True,2,2,1,1,2,False,False,False,False,False,False,False,,FALSE
20188,Personal Financial Advisors,Monitor financial market trends to ensure that client plans are responsive.,5a27860f-2143-468a-b2ac-01887752e3ab,2025/3/30,Average,4,2,5,5,2,True,True,True,False,False,True,1,1,5,1,2,False,False,False,False,False,False,False,,FALSE
12963,Social Science Research Assistants,Design and create special programs for tasks such as statistical analysis and data entry and cleaning.,2a53fd2c-2b6b-4eb6-83dd-d47c003a669f,2025/3/30,Expert,3,2,3,1,2,True,False,False,False,False,True,1,2,3,5,3,False,True,True,False,True,False,False,,
12955,Social Science Research Assistants,"Perform descriptive and multivariate statistical analyses of data, using computer software.",2a53fd2c-2b6b-4eb6-83dd-d47c003a669f,2025/3/30,Average,2,3,3,3,4,False,False,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
12956,Social Science Research Assistants,"Verify the accuracy and validity of data entered in databases, correcting any errors.",2a53fd2c-2b6b-4eb6-83dd-d47c003a669f,2025/3/30,Expert,3,1,3,2,2,True,True,False,False,False,False,1,1,2,3,3,False,False,True,False,True,False,False,,
12960,Social Science Research Assistants,Conduct internet-based and library research.,2a53fd2c-2b6b-4eb6-83dd-d47c003a669f,2025/3/30,Novice,2,2,2,1,3,False,False,False,False,False,False,1,2,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
12968,Social Science Research Assistants,Recruit and schedule research participants.,2a53fd2c-2b6b-4eb6-83dd-d47c003a669f,2025/3/30,Expert,2,3,3,2,3,False,False,False,False,False,False,1,5,3,2,4,False,False,False,True,False,True,False,FALSE,
21319,Financial Managers,Oversee the flow of cash or financial instruments.,f4044ee2-c93e-49a4-86c1-b9ba158f88a2,2025/3/30,Expert,5,1,4,1,4,True,False,True,False,True,True,1,3,3,3,3,False,True,False,True,True,True,False,,
21315,Financial Managers,Evaluate data pertaining to costs to plan budgets.,f4044ee2-c93e-49a4-86c1-b9ba158f88a2,2025/3/30,Expert,4,2,4,3,4,True,False,True,True,False,True,1,4,4,3,4,False,True,False,True,True,True,True,,
21320,Financial Managers,"Prepare financial or regulatory reports required by laws, regulations, or boards of directors.",f4044ee2-c93e-49a4-86c1-b9ba158f88a2,2025/3/30,Expert,5,2,4,2,4,True,True,True,False,False,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
21314,Financial Managers,Prepare operational or risk reports for management analysis.,f4044ee2-c93e-49a4-86c1-b9ba158f88a2,2025/3/30,Expert,4,2,4,2,4,True,True,True,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
1275,Computer Programmers,"Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.",2388d0e1-ed78-4011-9ad6-39e33cd7ef6b,2025/3/30,Novice,2,1,1,1,1,False,False,False,False,False,False,2,2,1,2,3,True,False,False,True,False,False,False,FALSE,
1250,Credit Analysts,Analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money.,a22278ed-274d-4e6b-868e-3b82fe68b5c9,2025/3/30,Average,2,4,5,4,3,False,False,False,False,False,False,1,4,3,3,3,False,False,False,True,True,True,False,FALSE,
1254,Credit Analysts,"Complete loan applications, including credit analyses and summaries of loan requests, and submit to loan committees for approval.",a22278ed-274d-4e6b-868e-3b82fe68b5c9,2025/3/30,Novice,2,3,3,4,1,False,False,False,False,False,False,1,4,3,3,4,False,True,False,True,False,True,False,FALSE,
1255,Credit Analysts,"Generate financial ratios, using computer programs, to evaluate customers' financial status.",a22278ed-274d-4e6b-868e-3b82fe68b5c9,2025/3/30,Average,3,3,3,3,3,True,True,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
1259,Credit Analysts,"Analyze financial data, such as income growth, quality of management, and market share to determine expected profitability of loans.",a22278ed-274d-4e6b-868e-3b82fe68b5c9,2025/3/30,Average,2,2,3,3,3,False,False,False,False,False,False,1,3,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15700,Supply Chain Managers,"Develop procedures for coordination of supply chain management with other functional areas, such as sales, marketing, finance, production, or quality assurance.",4a5073ae-3395-41a8-be1d-1c2be9216b36,2025/3/30,Expert,3,5,5,5,5,False,False,False,False,False,False,1,5,5,5,3,False,True,True,True,True,True,True,,
20945,Supply Chain Managers,Monitor suppliers' activities to assess performance in meeting quality or delivery requirements.,4a5073ae-3395-41a8-be1d-1c2be9216b36,2025/3/30,Expert,3,5,5,5,5,False,False,True,True,True,True,1,5,5,5,3,False,True,True,True,True,True,False,,
15697,Supply Chain Managers,Analyze information about supplier performance or procurement program success.,4a5073ae-3395-41a8-be1d-1c2be9216b36,2025/3/30,Expert,3,5,5,5,5,False,False,True,True,True,True,1,5,5,5,3,False,True,True,True,True,True,True,,
16977,Quality Control Analysts,"Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms.",3be6f5fd-2a27-49b1-8cfa-f552ca03c4d7,2025/3/30,Novice,5,1,1,5,1,True,True,True,False,False,True,2,2,2,2,1,False,False,False,False,False,False,False,,FALSE
11370,"Production, Planning, and Expediting Clerks",Distribute production schedules or work orders to departments.,d21677a5-9005-4219-a086-75977d48840f,2025/3/30,Expert,4,3,4,1,4,True,False,True,False,False,True,2,3,2,2,4,False,False,False,True,True,True,True,,
11368,"Production, Planning, and Expediting Clerks",Requisition and maintain inventories of materials or supplies necessary to meet production demands.,d21677a5-9005-4219-a086-75977d48840f,2025/3/30,Expert,4,2,3,1,2,True,False,True,True,False,True,2,2,2,2,3,False,True,False,True,False,True,True,,
11375,"Production, Planning, and Expediting Clerks","Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts.",d21677a5-9005-4219-a086-75977d48840f,2025/3/30,Expert,5,2,5,1,5,True,False,True,False,False,True,2,3,3,3,3,False,True,False,True,True,True,True,,
11371,"Production, Planning, and Expediting Clerks","Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed.",d21677a5-9005-4219-a086-75977d48840f,2025/3/30,Expert,4,1,3,1,4,True,True,True,False,False,True,1,3,3,2,3,True,True,False,False,True,False,True,,
11377,"Production, Planning, and Expediting Clerks","Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders.",d21677a5-9005-4219-a086-75977d48840f,2025/3/30,Expert,5,1,1,2,3,True,True,True,False,False,True,1,4,3,3,3,False,True,True,False,True,True,True,,
11369,"Production, Planning, and Expediting Clerks","Calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers.",d21677a5-9005-4219-a086-75977d48840f,2025/3/30,Expert,3,2,1,1,1,True,False,True,False,False,True,1,1,1,1,3,False,True,True,True,False,True,False,,
11373,"Production, Planning, and Expediting Clerks",Contact suppliers to verify shipment details.,d21677a5-9005-4219-a086-75977d48840f,2025/3/30,Expert,5,1,3,5,5,True,True,True,True,True,False,1,5,5,4,5,False,True,False,False,True,True,True,,
11367,"Production, Planning, and Expediting Clerks","Record production data, including volume produced, consumption of raw materials, or quality control measures.",d21677a5-9005-4219-a086-75977d48840f,2025/3/30,Expert,4,1,2,2,4,True,False,True,True,True,True,1,3,3,3,3,False,True,True,False,True,True,True,,
11376,"Production, Planning, and Expediting Clerks","Establish and prepare product construction directions and locations and information on required tools, materials, equipment, numbers of workers needed, and cost projections.",d21677a5-9005-4219-a086-75977d48840f,2025/3/30,Expert,2,2,2,2,2,False,False,False,False,False,False,1,2,2,2,3,False,True,True,False,True,True,True,FALSE,
11374,"Production, Planning, and Expediting Clerks","Maintain files, such as maintenance records, bills of lading, or cost reports.",d21677a5-9005-4219-a086-75977d48840f,2025/3/30,Expert,4,1,3,4,4,True,True,True,False,False,True,1,2,2,2,3,False,True,True,True,True,True,True,,
1290,Computer User Support Specialists,"Develop training materials and procedures, or train users in the proper use of hardware or software.",85b73e0b-c51c-481c-a2ad-14150f9a00a6,2025/3/31,Average,1,1,2,1,4,False,False,False,False,False,False,1,3,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
1283,Computer User Support Specialists,Enter commands and observe system functioning to verify correct operations and detect errors.,85b73e0b-c51c-481c-a2ad-14150f9a00a6,2025/3/31,Novice,1,1,2,2,3,False,False,False,False,False,False,1,4,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
14687,Computer Systems Engineers/Architects,"Communicate project information through presentations, technical reports, or white papers.",35467683-36dd-4098-91a0-5be110b7641f,2025/3/31,Expert,4,2,4,1,3,True,False,False,False,False,True,1,4,3,4,3,False,True,True,True,True,True,True,,
14672,Computer Systems Engineers/Architects,Provide technical guidance or support for the development or troubleshooting of systems.,35467683-36dd-4098-91a0-5be110b7641f,2025/3/31,Novice,4,3,4,1,3,True,True,False,False,False,True,2,2,4,3,3,False,False,True,False,True,True,False,,
14670,Computer Systems Engineers/Architects,Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.,35467683-36dd-4098-91a0-5be110b7641f,2025/3/31,Expert,4,2,4,1,4,True,False,True,False,False,True,2,4,4,4,4,False,True,True,True,True,True,True,,
14670,Computer Systems Engineers/Architects,Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.,d304f8f6-c275-4e4c-9d44-f90b4bcee7db,2025/3/31,Novice,4,1,2,1,2,True,False,False,False,False,False,1,2,2,3,3,False,False,True,False,True,True,False,,
14667,Computer Systems Engineers/Architects,"Provide advice on project costs, design concepts, or design changes.",d304f8f6-c275-4e4c-9d44-f90b4bcee7db,2025/3/31,Average,4,2,3,1,2,True,False,False,False,True,True,1,2,4,5,2,False,False,False,False,False,False,False,,FALSE
14687,Computer Systems Engineers/Architects,"Communicate project information through presentations, technical reports, or white papers.",d304f8f6-c275-4e4c-9d44-f90b4bcee7db,2025/3/31,Expert,4,4,4,1,4,False,False,True,False,False,True,1,3,2,3,3,False,False,True,True,False,True,True,,
14671,Computer Systems Engineers/Architects,"Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.",d304f8f6-c275-4e4c-9d44-f90b4bcee7db,2025/3/31,Average,5,1,3,1,2,True,False,True,True,False,False,1,4,5,5,4,False,True,True,True,False,True,True,,
12963,Social Science Research Assistants,Design and create special programs for tasks such as statistical analysis and data entry and cleaning.,4bbf0ac8-7043-4cc4-9148-cbd6cfb07df3,2025/3/31,Average,3,1,2,1,4,True,False,False,False,False,False,4,2,3,5,4,True,True,False,False,False,True,False,,
12968,Social Science Research Assistants,Recruit and schedule research participants.,4bbf0ac8-7043-4cc4-9148-cbd6cfb07df3,2025/3/31,Average,1,1,1,1,4,False,False,False,False,False,False,2,5,4,5,5,False,False,False,True,False,True,False,FALSE,
1275,Computer Programmers,"Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.",c2da33d2-365f-4128-806a-9aa5f12903a7,2025/3/31,Average,5,1,1,1,1,True,False,False,False,False,False,1,3,1,2,2,False,False,False,False,False,False,False,,FALSE
9413,Medical Transcriptionists,"Transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries.",48989571-d5ec-4f2a-8c66-31ce1d55e859,2025/3/31,Novice,4,2,3,4,4,True,True,False,False,False,False,3,3,4,3,3,False,False,False,False,False,False,False,,
9415,Medical Transcriptionists,"Distinguish between homonyms and recognize inconsistencies and mistakes in medical terms, referring to dictionaries, drug references, and other sources on anatomy, physiology, and medicine.",48989571-d5ec-4f2a-8c66-31ce1d55e859,2025/3/31,Novice,3,2,4,3,4,True,True,True,False,False,False,3,3,4,4,3,True,True,True,True,True,False,False,,
9423,Medical Transcriptionists,"Set up and maintain medical files and databases, including records such as x-ray, lab, and procedure reports, medical histories, diagnostic workups, admission and discharge summaries, and clinical resumes.",48989571-d5ec-4f2a-8c66-31ce1d55e859,2025/3/31,Novice,3,3,3,3,4,True,True,True,True,False,False,4,3,3,3,3,False,True,True,False,False,False,False,,
9417,Medical Transcriptionists,Translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care facility records.,48989571-d5ec-4f2a-8c66-31ce1d55e859,2025/3/31,Novice,3,3,3,3,3,False,False,False,False,False,True,3,4,4,3,3,True,True,True,True,False,False,False,,
9420,Medical Transcriptionists,"Perform data entry and data retrieval services, providing data for inclusion in medical records and for transmission to physicians.",48989571-d5ec-4f2a-8c66-31ce1d55e859,2025/3/31,Novice,3,3,4,3,4,True,True,True,False,False,False,3,4,3,4,3,True,True,True,False,False,False,False,,
21079,Legal Secretaries and Administrative Assistants,Make travel arrangements for attorneys.,72c5bdef-932a-41f5-911a-e0a5bba067f2,2025/3/31,Expert,3,1,3,2,2,True,True,True,False,False,True,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
18780,Legal Secretaries and Administrative Assistants,Prepare and distribute invoices to bill clients or pay account expenses.,9acd251e-57dc-4a6f-bce9-85db224f217d,2025/3/31,Average,4,1,1,1,2,False,True,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
12955,Social Science Research Assistants,"Perform descriptive and multivariate statistical analyses of data, using computer software.",d03ca77a-992c-4dd9-b5df-b217faecef9e,2025/3/31,Novice,3,3,4,1,4,True,True,True,False,False,True,1,1,3,3,4,False,True,True,False,True,True,True,,
12968,Social Science Research Assistants,Recruit and schedule research participants.,d03ca77a-992c-4dd9-b5df-b217faecef9e,2025/3/31,Expert,3,1,3,1,1,True,True,True,False,False,True,1,3,2,2,3,False,False,False,True,True,False,True,,
12960,Social Science Research Assistants,Conduct internet-based and library research.,d03ca77a-992c-4dd9-b5df-b217faecef9e,2025/3/31,Expert,3,2,4,1,2,False,False,False,True,True,False,1,1,5,5,5,False,True,True,False,False,False,False,,
21555,Appraisers and Assessors of Real Estate,Identify the ownership of each piece of taxable property.,748d0083-b20e-4483-9530-2e6ca8feb92f,2025/3/31,Average,5,2,3,1,1,True,True,True,True,True,True,1,1,2,5,1,False,False,False,False,False,False,False,,FALSE
21557,Appraisers and Assessors of Real Estate,Complete and maintain assessment rolls that show the assessed values and status of all property in a municipality.,748d0083-b20e-4483-9530-2e6ca8feb92f,2025/3/31,Novice,4,1,2,1,1,True,False,True,True,False,False,1,1,1,5,2,False,False,False,False,False,False,False,,FALSE
21558,Appraisers and Assessors of Real Estate,"Review information about transfers of property to ensure its accuracy, checking basic information on buyers, sellers, and sales prices and making corrections as necessary.",748d0083-b20e-4483-9530-2e6ca8feb92f,2025/3/31,Average,5,2,2,1,1,True,True,True,True,True,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
21565,Appraisers and Assessors of Real Estate,"Search public records for transactions such as sales, leases, and assessments.",748d0083-b20e-4483-9530-2e6ca8feb92f,2025/3/31,Average,5,2,2,1,2,True,False,True,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
21567,Appraisers and Assessors of Real Estate,Verify legal descriptions of properties by comparing them to county records.,748d0083-b20e-4483-9530-2e6ca8feb92f,2025/3/31,Expert,5,3,3,1,2,True,False,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
21570,Appraisers and Assessors of Real Estate,Obtain county land values and sales information about nearby properties to aid in establishment of property values.,748d0083-b20e-4483-9530-2e6ca8feb92f,2025/3/31,Expert,5,3,4,1,2,True,False,True,False,False,True,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
3226,Advertising and Promotions Managers,"Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to specifications.",d37ac4d3-0340-4f6f-8dcf-11140f0872cb,2025/3/31,Average,3,1,2,1,2,False,False,False,False,False,True,2,4,3,3,4,False,False,True,True,True,True,True,,
3242,Advertising and Promotions Managers,Coordinate with the media to disseminate advertising.,d37ac4d3-0340-4f6f-8dcf-11140f0872cb,2025/3/31,Expert,3,4,4,1,5,True,False,False,False,False,False,3,5,4,4,3,False,False,True,True,True,False,True,,
3223,Advertising and Promotions Managers,Prepare budgets and submit estimates for program costs as part of campaign plan development.,d37ac4d3-0340-4f6f-8dcf-11140f0872cb,2025/3/31,Expert,3,2,2,1,2,True,False,False,False,False,True,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
3234,Advertising and Promotions Managers,"Read trade journals and professional literature to stay informed on trends, innovations, and changes that affect media planning.",d37ac4d3-0340-4f6f-8dcf-11140f0872cb,2025/3/31,Average,5,1,1,1,3,True,False,False,False,False,False,1,1,1,4,2,False,False,False,False,False,False,False,,FALSE
1275,Computer Programmers,"Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.",0ce52014-4225-4a85-bafe-7226db6d92a0,2025/3/31,Expert,5,5,5,5,5,False,False,False,False,False,False,1,1,3,4,2,False,False,False,False,False,False,False,,FALSE
14687,Computer Systems Engineers/Architects,"Communicate project information through presentations, technical reports, or white papers.",47e2200f-f97b-4f57-9117-65eda227748f,2025/3/31,Expert,5,2,5,1,4,True,False,False,False,False,True,1,3,4,4,3,False,True,True,True,False,True,True,,
14667,Computer Systems Engineers/Architects,"Provide advice on project costs, design concepts, or design changes.",47e2200f-f97b-4f57-9117-65eda227748f,2025/3/31,Expert,5,2,5,1,2,True,True,False,True,False,True,1,4,5,2,4,False,True,True,True,False,True,True,,
14672,Computer Systems Engineers/Architects,Provide technical guidance or support for the development or troubleshooting of systems.,47e2200f-f97b-4f57-9117-65eda227748f,2025/3/31,Expert,5,1,5,1,1,True,True,False,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
2519,Payroll and Timekeeping Clerks,"Verify attendance, hours worked, and pay adjustments, and post information onto designated records.",9c781502-c962-45c8-8858-2b0625157895,2025/4/1,Average,4,1,2,1,1,True,True,False,False,False,True,1,4,4,4,3,False,True,False,False,True,True,False,,"If there are multiple errors in payroll, the corrections can be worse than the checking and employees get very angry when you mess with their money."
2515,Payroll and Timekeeping Clerks,Process and issue employee paychecks and statements of earnings and deductions.,9c781502-c962-45c8-8858-2b0625157895,2025/4/1,Novice,5,1,2,1,1,True,True,True,False,False,True,1,2,5,3,3,False,True,True,False,True,False,False,,
2516,Payroll and Timekeeping Clerks,"Compute wages and deductions, and enter data into computers.",9c781502-c962-45c8-8858-2b0625157895,2025/4/1,Average,5,2,3,1,1,True,True,True,False,False,True,1,2,5,3,3,False,True,True,False,True,True,False,,
18562,Payroll and Timekeeping Clerks,Process paperwork for new employees and enter employee information into the payroll system.,9c781502-c962-45c8-8858-2b0625157895,2025/4/1,Expert,3,2,5,1,4,True,True,True,False,False,True,1,2,4,4,3,False,True,True,True,True,True,False,,
2518,Payroll and Timekeeping Clerks,"Review time sheets, work charts, wage computation, and other information to detect and reconcile payroll discrepancies.",9c781502-c962-45c8-8858-2b0625157895,2025/4/1,Average,5,2,5,1,3,True,True,True,False,False,True,1,3,5,4,3,False,True,True,False,True,True,True,,
2520,Payroll and Timekeeping Clerks,"Record employee information, such as exemptions, transfers, and resignations, to maintain and update payroll records.",9c781502-c962-45c8-8858-2b0625157895,2025/4/1,Expert,5,1,4,1,2,True,False,True,False,False,True,1,2,3,3,3,False,True,True,False,True,True,False,,
2522,Payroll and Timekeeping Clerks,Keep informed about changes in tax and deduction laws that apply to the payroll process.,9c781502-c962-45c8-8858-2b0625157895,2025/4/1,Average,5,1,2,1,1,True,True,True,False,False,True,1,2,3,5,2,False,False,False,False,False,False,False,,FALSE
18564,Payroll and Timekeeping Clerks,Conduct verifications of employment.,9c781502-c962-45c8-8858-2b0625157895,2025/4/1,Expert,5,1,4,1,1,True,True,True,False,False,True,1,4,4,3,3,False,True,True,True,True,False,True,,
16152,Information Technology Project Managers,"Submit project deliverables, ensuring adherence to quality standards.",4bbdbefa-7d7f-47a0-89c1-ac7fd285f740,2025/4/1,Average,2,3,5,2,3,False,False,False,False,False,False,1,4,3,4,4,False,True,True,True,False,False,False,FALSE,
16171,Information Technology Project Managers,Develop and manage work breakdown structure (WBS) of information technology projects.,4bbdbefa-7d7f-47a0-89c1-ac7fd285f740,2025/4/1,Average,1,3,4,1,2,False,False,False,False,False,False,1,4,3,4,4,False,False,True,True,False,False,False,FALSE,
4618,Telemarketers,"Deliver prepared sales talks, reading from scripts that describe products or services, to persuade potential customers to purchase a product or service or to make a donation.",cef532fe-6bc0-40a3-9ea5-7b3cf863a4ff,2025/4/1,Expert,1,1,4,1,4,False,False,False,False,False,False,1,4,3,4,3,False,False,False,True,True,False,False,FALSE,
4620,Telemarketers,"Explain products or services and prices, and answer questions from customers.",cef532fe-6bc0-40a3-9ea5-7b3cf863a4ff,2025/4/1,Average,3,1,3,2,4,False,True,False,False,False,False,3,2,2,2,2,False,False,False,False,False,False,False,,FALSE
14714,Web Developers,Develop or implement procedures for ongoing Web site revision.,509c00f8-53d8-4f2d-b964-16987b734d61,2025/4/1,Expert,2,3,4,1,5,False,False,False,False,False,False,2,4,1,5,3,False,False,True,False,True,True,True,FALSE,
14723,Web Developers,Monitor security system performance logs to identify problems and notify security specialists when problems occur.,509c00f8-53d8-4f2d-b964-16987b734d61,2025/4/1,Expert,3,2,5,1,5,True,False,True,False,False,True,3,3,2,5,3,False,True,True,False,True,True,True,,
14717,Web Developers,Establish appropriate server directory trees.,a93d794c-b54a-40e5-8419-588b10b0d299,2025/4/1,Expert,2,4,5,1,5,False,False,False,False,False,False,3,2,2,5,3,False,True,True,False,True,True,True,FALSE,
14723,Web Developers,Monitor security system performance logs to identify problems and notify security specialists when problems occur.,a93d794c-b54a-40e5-8419-588b10b0d299,2025/4/1,Expert,2,4,5,1,5,False,False,False,False,False,False,1,2,3,5,2,False,False,False,False,False,False,False,FALSE,FALSE
1411,Mechanical Engineers,"Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.",d61e9a96-84b6-42de-9fdb-5498fe9b6e30,2025/4/1,Expert,5,3,5,2,2,False,False,True,False,False,False,1,3,4,4,3,False,True,False,False,True,False,False,,
20735,Mechanical Engineers,"Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.",d61e9a96-84b6-42de-9fdb-5498fe9b6e30,2025/4/1,Expert,2,2,4,3,4,False,False,False,False,False,False,2,4,4,5,3,True,True,False,True,True,False,False,FALSE,
20736,Mechanical Engineers,"Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations.",d61e9a96-84b6-42de-9fdb-5498fe9b6e30,2025/4/1,Average,3,2,4,2,3,True,False,True,False,False,True,3,4,4,4,3,False,True,True,True,True,False,True,,
20737,Mechanical Engineers,"Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software.",d61e9a96-84b6-42de-9fdb-5498fe9b6e30,2025/4/1,Expert,5,3,5,2,2,True,True,True,False,False,True,1,2,3,3,2,False,False,False,False,False,False,False,,FALSE
1420,Mechanical Engineers,"Conduct research that tests or analyzes the feasibility, design, operation, or performance of equipment, components, or systems.",d61e9a96-84b6-42de-9fdb-5498fe9b6e30,2025/4/1,Expert,3,5,5,3,4,True,False,True,False,True,False,2,4,4,4,4,False,True,False,True,True,True,False,,
1418,Mechanical Engineers,Provide feedback to design engineers on customer problems or needs.,d61e9a96-84b6-42de-9fdb-5498fe9b6e30,2025/4/1,Expert,2,4,5,2,4,False,False,False,False,False,False,1,5,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
1300,Database Administrators,"Test programs or databases, correct errors, and make necessary modifications.",b255b3e2-3e1e-4a24-9a69-c519a41d0a80,2025/4/1,Expert,2,1,3,1,3,False,False,False,False,False,False,1,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1299,Database Administrators,Modify existing databases and database management systems or direct programmers and analysts to make changes.,b255b3e2-3e1e-4a24-9a69-c519a41d0a80,2025/4/1,Average,2,1,3,2,3,False,False,False,False,False,False,1,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1305,Database Administrators,Specify users and user access levels for each segment of database.,b255b3e2-3e1e-4a24-9a69-c519a41d0a80,2025/4/1,Expert,2,1,2,3,1,False,False,False,False,False,False,1,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1313,Database Administrators,"Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.",b255b3e2-3e1e-4a24-9a69-c519a41d0a80,2025/4/1,Average,2,1,3,3,3,False,False,False,False,False,False,3,2,2,3,3,False,True,True,True,True,True,False,FALSE,
2705,Public Safety Telecommunicators,"Determine response requirements and relative priorities of situations, and dispatch units in accordance with established procedures.",2b9b9685-de7c-43ea-935b-4a8be64461b2,2025/4/1,Expert,3,4,4,4,2,False,True,False,True,False,False,1,3,1,3,3,False,False,True,True,True,False,True,,
2706,Public Safety Telecommunicators,"Record details of calls, dispatches, and messages.",2b9b9685-de7c-43ea-935b-4a8be64461b2,2025/4/1,Expert,5,5,1,1,2,True,True,False,True,False,False,1,3,3,3,2,False,False,False,False,False,False,False,,FALSE
2712,Public Safety Telecommunicators,"Maintain access to, and security of, highly sensitive materials.",2b9b9685-de7c-43ea-935b-4a8be64461b2,2025/4/1,Expert,1,1,5,1,3,False,False,False,False,False,False,1,1,1,1,3,False,True,True,False,False,False,True,FALSE,
21079,Legal Secretaries and Administrative Assistants,Make travel arrangements for attorneys.,6b515337-39de-425e-9f4d-438b7d4f3ca6,2025/4/6,Expert,4,1,1,1,1,True,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
2717,Public Safety Telecommunicators,Read and effectively interpret small-scale maps and information from a computer screen to determine locations and provide directions.,2b9b9685-de7c-43ea-935b-4a8be64461b2,2025/4/1,Average,4,1,1,1,2,False,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
3580,Petroleum Engineers,"Monitor production rates, and plan rework processes to improve production.",c82bc144-397c-4577-ac15-3bda5b634377,2025/4/1,Average,5,2,3,2,2,True,False,True,False,False,True,1,3,3,2,3,False,True,True,True,True,True,True,,
3586,Petroleum Engineers,Maintain records of drilling and production operations.,c82bc144-397c-4577-ac15-3bda5b634377,2025/4/1,Average,5,1,1,1,1,False,True,False,False,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
3591,Petroleum Engineers,Interpret drilling and testing information for personnel.,c82bc144-397c-4577-ac15-3bda5b634377,2025/4/1,Expert,3,1,4,3,4,True,True,True,False,False,True,1,3,4,4,5,False,True,True,True,True,True,True,,
3588,Petroleum Engineers,Write technical reports for engineering and management personnel.,c82bc144-397c-4577-ac15-3bda5b634377,2025/4/1,Expert,3,3,5,2,4,False,True,True,True,True,False,1,2,3,4,3,False,True,True,False,True,True,True,,
3589,Petroleum Engineers,"Evaluate findings to develop, design, or test equipment or processes.",c82bc144-397c-4577-ac15-3bda5b634377,2025/4/1,Expert,4,2,4,2,2,True,True,True,False,True,True,3,1,4,3,3,True,True,True,False,True,False,True,,
3590,Petroleum Engineers,Assign work to staff to obtain maximum utilization of personnel.,c82bc144-397c-4577-ac15-3bda5b634377,2025/4/1,Expert,4,1,4,2,3,True,True,False,False,False,True,4,5,2,4,5,True,True,True,True,True,True,True,,
737,Travel Agents,Collect payment for transportation and accommodations from customer.,b22d9d80-0f95-4cc8-be0d-3f132f18d047,2025/4/1,Expert,2,1,2,1,1,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
741,Travel Agents,"Plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.",b22d9d80-0f95-4cc8-be0d-3f132f18d047,2025/4/1,Expert,2,3,4,3,3,False,False,False,False,False,False,3,4,4,4,4,False,True,True,True,True,True,True,FALSE,
738,Travel Agents,"Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",b22d9d80-0f95-4cc8-be0d-3f132f18d047,2025/4/1,Expert,2,5,5,4,3,False,False,False,False,False,False,3,5,5,5,3,True,True,True,True,True,True,True,FALSE,
739,Travel Agents,"Compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.",b22d9d80-0f95-4cc8-be0d-3f132f18d047,2025/4/1,Average,2,2,2,2,1,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20900,Travel Agents,"Record and maintain information on clients, vendors, and travel packages.",b22d9d80-0f95-4cc8-be0d-3f132f18d047,2025/4/1,Expert,5,2,5,2,1,True,True,True,True,False,True,2,2,1,2,2,False,False,False,False,False,False,False,,FALSE
740,Travel Agents,"Book transportation and hotel reservations, using computer or telephone.",b22d9d80-0f95-4cc8-be0d-3f132f18d047,2025/4/1,Expert,3,3,3,2,2,True,True,True,True,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
742,Travel Agents,"Provide customer with brochures and publications containing travel information, such as local customs, points of interest, or foreign country regulations.",b22d9d80-0f95-4cc8-be0d-3f132f18d047,2025/4/1,Average,4,2,2,3,2,True,True,True,False,False,True,2,2,2,3,2,False,False,False,False,False,False,False,,FALSE
2487,"Bookkeeping, Accounting, and Auditing Clerks","Operate computers programmed with accounting software to record, store, and analyze information.",f780ed7b-5b30-481b-abc2-64cbb5ed8a48,2025/4/2,Expert,1,5,5,4,5,False,False,False,False,False,False,1,5,1,4,5,False,False,True,True,True,False,False,FALSE,
2486,"Bookkeeping, Accounting, and Auditing Clerks","Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.",f780ed7b-5b30-481b-abc2-64cbb5ed8a48,2025/4/2,Expert,3,5,5,2,1,True,True,False,False,False,False,3,4,1,4,4,False,False,True,True,True,False,False,,
2495,"Bookkeeping, Accounting, and Auditing Clerks","Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.",f780ed7b-5b30-481b-abc2-64cbb5ed8a48,2025/4/2,Average,3,3,4,1,1,True,True,False,False,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
2497,"Bookkeeping, Accounting, and Auditing Clerks","Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.",f780ed7b-5b30-481b-abc2-64cbb5ed8a48,2025/4/2,Average,5,4,5,1,1,True,False,False,True,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
2496,"Bookkeeping, Accounting, and Auditing Clerks",Reconcile or note and report discrepancies found in records.,f780ed7b-5b30-481b-abc2-64cbb5ed8a48,2025/4/2,Expert,5,3,5,1,3,True,True,False,False,False,True,1,5,1,2,3,False,False,False,True,True,False,False,,
2494,"Bookkeeping, Accounting, and Auditing Clerks",Access computerized financial information to answer general questions as well as those related to specific accounts.,f780ed7b-5b30-481b-abc2-64cbb5ed8a48,2025/4/2,Expert,4,4,5,1,2,True,False,False,False,False,False,1,4,1,5,4,False,False,False,True,False,False,False,,
2489,"Bookkeeping, Accounting, and Auditing Clerks","Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.",f780ed7b-5b30-481b-abc2-64cbb5ed8a48,2025/4/2,Expert,5,3,5,1,1,True,True,False,False,False,False,1,5,1,1,2,False,False,False,False,False,False,False,,FALSE
2509,"Bookkeeping, Accounting, and Auditing Clerks","Match order forms with invoices, and record the necessary information.",f780ed7b-5b30-481b-abc2-64cbb5ed8a48,2025/4/2,Expert,5,2,4,1,1,True,True,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
18561,"Bookkeeping, Accounting, and Auditing Clerks",Prepare and process payroll information.,f780ed7b-5b30-481b-abc2-64cbb5ed8a48,2025/4/2,Expert,4,2,5,2,3,False,True,False,False,False,False,1,4,1,5,3,False,False,True,True,True,True,False,,
2501,"Bookkeeping, Accounting, and Auditing Clerks","Calculate and prepare checks for utilities, taxes, and other payments.",f780ed7b-5b30-481b-abc2-64cbb5ed8a48,2025/4/2,Expert,5,1,4,1,1,True,True,False,False,False,False,1,4,2,4,4,False,False,True,True,True,False,False,,
2705,Public Safety Telecommunicators,"Determine response requirements and relative priorities of situations, and dispatch units in accordance with established procedures.",595c77c1-607b-40a5-bcb4-a10eb448d964,2025/4/2,Average,3,2,1,3,2,True,True,True,False,False,True,2,3,2,3,3,False,True,False,False,True,True,False,,
1275,Computer Programmers,"Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.",1c5110bc-9386-4356-b63b-670af5f3e242,2025/4/2,Average,3,4,5,1,5,True,True,False,False,False,False,3,5,5,5,5,True,True,False,False,True,False,False,,
16246,Biostatisticians,Calculate sample size requirements for clinical studies.,d992cfb8-5df6-4622-af68-bc14563cc282,2025/4/2,Average,5,3,3,5,2,False,True,False,True,False,False,4,2,2,2,3,False,True,True,True,False,False,False,,
16252,Biostatisticians,Prepare tables and graphs to present clinical data or results.,d992cfb8-5df6-4622-af68-bc14563cc282,2025/4/2,Average,3,2,3,2,3,True,True,True,False,False,False,3,3,2,3,3,True,True,True,False,False,False,False,,
16249,Biostatisticians,Write program code to analyze data with statistical analysis software.,d992cfb8-5df6-4622-af68-bc14563cc282,2025/4/2,Novice,1,1,1,1,1,False,False,False,False,False,False,2,2,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
737,Travel Agents,Collect payment for transportation and accommodations from customer.,e60a9f85-56c3-42d8-817d-f553c6da3248,2025/4/2,Expert,1,1,2,3,1,False,False,False,False,False,False,3,4,3,2,4,False,False,False,True,False,False,False,FALSE,
741,Travel Agents,"Plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.",e60a9f85-56c3-42d8-817d-f553c6da3248,2025/4/2,Expert,1,5,5,4,5,False,False,False,False,False,False,2,3,2,2,3,False,False,False,True,False,False,False,FALSE,
738,Travel Agents,"Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",e60a9f85-56c3-42d8-817d-f553c6da3248,2025/4/2,Expert,1,5,5,5,5,False,False,False,False,False,False,2,5,4,4,5,False,False,False,True,False,False,False,FALSE,
739,Travel Agents,"Compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.",e60a9f85-56c3-42d8-817d-f553c6da3248,2025/4/2,Expert,1,5,5,5,5,False,False,False,False,False,False,4,5,5,5,4,False,False,False,True,False,False,False,FALSE,
20900,Travel Agents,"Record and maintain information on clients, vendors, and travel packages.",e60a9f85-56c3-42d8-817d-f553c6da3248,2025/4/2,Expert,1,3,4,3,3,False,False,False,False,False,False,3,3,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
740,Travel Agents,"Book transportation and hotel reservations, using computer or telephone.",e60a9f85-56c3-42d8-817d-f553c6da3248,2025/4/2,Expert,1,5,5,5,5,False,False,False,False,False,False,5,5,4,5,1,False,False,False,False,False,False,False,FALSE,FALSE
737,Travel Agents,Collect payment for transportation and accommodations from customer.,3b50be03-cf44-49fb-9105-9b317b4e760a,2025/4/2,Expert,5,1,2,1,2,True,False,True,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
741,Travel Agents,"Plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.",3b50be03-cf44-49fb-9105-9b317b4e760a,2025/4/2,Expert,3,3,5,2,4,False,False,True,False,True,True,1,3,4,4,3,False,True,True,False,True,True,False,,
738,Travel Agents,"Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",3b50be03-cf44-49fb-9105-9b317b4e760a,2025/4/2,Expert,3,2,4,2,3,True,False,True,False,False,True,1,3,3,4,2,False,False,False,False,False,False,False,,FALSE
739,Travel Agents,"Compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.",3b50be03-cf44-49fb-9105-9b317b4e760a,2025/4/2,Expert,4,2,5,2,4,True,False,False,True,True,True,1,3,3,4,3,False,True,True,False,True,True,False,,
740,Travel Agents,"Book transportation and hotel reservations, using computer or telephone.",3b50be03-cf44-49fb-9105-9b317b4e760a,2025/4/2,Expert,1,1,3,2,2,False,False,False,False,False,False,1,2,4,4,4,False,True,True,False,True,True,False,FALSE,
743,Travel Agents,"Print or request transportation carrier tickets, using computer printer system or system link to travel carrier.",3b50be03-cf44-49fb-9105-9b317b4e760a,2025/4/2,Average,5,1,2,1,2,True,False,False,False,False,False,2,1,1,2,2,False,False,False,False,False,False,False,,FALSE
742,Travel Agents,"Provide customer with brochures and publications containing travel information, such as local customs, points of interest, or foreign country regulations.",3b50be03-cf44-49fb-9105-9b317b4e760a,2025/4/2,Expert,5,2,3,1,2,True,True,False,False,False,True,2,2,2,3,2,False,False,False,False,False,False,False,,FALSE
16943,Transportation Planners,Prepare reports or recommendations on transportation planning.,1618aa03-d6ee-4043-b271-b98f3f05f5e7,2025/4/2,Average,1,4,4,5,4,False,False,False,False,False,False,1,5,3,4,3,False,True,False,True,False,True,False,FALSE,
20558,Photographers,"Transfer photographs to computers for editing, archiving, and electronic transmission.",d77f6fc6-2be9-4c69-b62d-94573f54955b,2025/4/3,Expert,4,2,3,1,3,False,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
9357,Photographers,"Enhance, retouch, and resize photographs and negatives, using airbrushing and other techniques.",d77f6fc6-2be9-4c69-b62d-94573f54955b,2025/4/3,Average,5,2,2,4,2,True,True,False,False,False,False,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
9354,Photographers,"Perform general office duties, such as scheduling appointments, keeping books, and ordering supplies.",d77f6fc6-2be9-4c69-b62d-94573f54955b,2025/4/3,Average,1,1,2,1,1,False,False,False,False,False,False,3,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
9350,Photographers,Review sets of photographs to select the best work.,d77f6fc6-2be9-4c69-b62d-94573f54955b,2025/4/3,Average,1,1,2,1,1,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20560,Photographers,Write photograph captions.,d77f6fc6-2be9-4c69-b62d-94573f54955b,2025/4/3,Average,5,1,1,1,1,False,True,True,False,False,False,1,2,1,2,1,False,False,False,False,False,False,False,,FALSE
3243,Advertising and Promotions Managers,Contact organizations to explain services and facilities offered.,8fc6b4c2-e84f-4073-ba18-2d4e8fe0e34a,2025/4/3,Average,4,1,1,1,1,True,True,True,True,False,True,4,3,2,3,3,False,False,False,True,True,False,False,,
17242,Radiologists,Prepare comprehensive interpretive reports of findings.,5d64721b-4266-468c-92e3-244ad81758a9,2025/4/3,Average,4,4,4,4,4,False,True,True,False,False,True,1,2,4,4,2,False,False,False,False,False,False,False,,FALSE
17254,Radiologists,"Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.",5d64721b-4266-468c-92e3-244ad81758a9,2025/4/3,Average,4,4,4,3,4,False,True,True,False,False,True,1,2,4,4,2,False,False,False,False,False,False,False,,FALSE
17239,Radiologists,Review or transmit images and information using picture archiving or communications systems.,5d64721b-4266-468c-92e3-244ad81758a9,2025/4/3,Average,4,4,4,3,4,True,False,True,False,False,True,1,2,4,4,2,False,False,False,False,False,False,False,,FALSE
17249,Radiologists,Develop or monitor procedures to ensure adequate quality control of images.,5d64721b-4266-468c-92e3-244ad81758a9,2025/4/3,Average,5,1,3,1,3,True,False,True,False,False,True,4,3,3,4,4,True,True,True,True,False,True,True,,
17234,Radiologists,Participate in continuing education activities to maintain and develop expertise.,5d64721b-4266-468c-92e3-244ad81758a9,2025/4/3,Average,1,3,4,1,4,False,False,False,False,False,False,4,3,3,5,5,True,True,True,True,False,False,True,FALSE,
17231,Radiologists,Participate in quality improvement activities including discussions of areas where risk of error is high.,5d64721b-4266-468c-92e3-244ad81758a9,2025/4/3,Average,1,4,4,1,3,False,False,False,False,False,False,5,4,5,5,5,True,True,True,True,False,True,True,FALSE,
1339,Aerospace Engineers,"Formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.",a816affb-9a10-486c-b15c-eb5bb19ea8fa,2025/4/3,Average,2,5,5,2,5,False,False,False,False,False,False,1,1,2,4,4,False,False,True,False,True,False,False,FALSE,
1340,Aerospace Engineers,"Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.",a816affb-9a10-486c-b15c-eb5bb19ea8fa,2025/4/3,Average,4,1,4,4,2,True,False,True,False,False,True,1,1,1,2,3,False,False,False,False,True,False,False,,
1346,Aerospace Engineers,Maintain records of performance reports for future reference.,a816affb-9a10-486c-b15c-eb5bb19ea8fa,2025/4/3,Novice,5,1,2,4,1,True,True,False,False,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
15600,Clinical Research Coordinators,Maintain contact with sponsors to schedule and coordinate site visits or to answer questions about issues such as incomplete data.,8f2947f4-14f0-4c0c-94df-c3fdbdccde93,2025/4/3,Average,5,3,3,1,4,True,False,False,False,False,True,1,1,3,1,5,False,True,True,True,True,True,True,,
15598,Clinical Research Coordinators,Order drugs or devices necessary for study completion.,8f2947f4-14f0-4c0c-94df-c3fdbdccde93,2025/4/3,Expert,3,5,5,5,5,True,False,False,True,False,False,5,5,5,5,5,True,True,True,True,True,True,True,,
15590,Clinical Research Coordinators,Contact industry representatives to ensure equipment and software specifications necessary for successful study completion.,8f2947f4-14f0-4c0c-94df-c3fdbdccde93,2025/4/3,Average,5,1,1,1,2,False,False,False,False,False,False,5,5,5,5,5,False,True,True,True,True,True,False,,
17254,Radiologists,"Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.",2136b89a-bc93-4f7b-a1dc-0d7f80ed7460,2025/4/3,Expert,3,4,4,5,4,True,True,False,False,False,True,4,5,5,5,3,False,True,True,False,True,False,False,,
17239,Radiologists,Review or transmit images and information using picture archiving or communications systems.,2136b89a-bc93-4f7b-a1dc-0d7f80ed7460,2025/4/3,Expert,4,4,5,4,5,False,True,True,True,False,False,5,4,5,5,2,False,False,False,False,False,False,False,,FALSE
17248,Radiologists,"Document the performance, interpretation, or outcomes of all procedures performed.",2136b89a-bc93-4f7b-a1dc-0d7f80ed7460,2025/4/3,Expert,5,4,4,4,3,False,True,False,True,False,False,5,5,5,4,3,False,False,False,False,True,True,False,,
17234,Radiologists,Participate in continuing education activities to maintain and develop expertise.,2136b89a-bc93-4f7b-a1dc-0d7f80ed7460,2025/4/3,Average,1,4,4,2,4,False,False,False,False,False,False,4,4,4,5,1,False,False,False,False,False,False,False,FALSE,FALSE
17231,Radiologists,Participate in quality improvement activities including discussions of areas where risk of error is high.,2136b89a-bc93-4f7b-a1dc-0d7f80ed7460,2025/4/3,Expert,1,3,5,3,4,False,False,False,False,False,False,4,4,4,5,2,False,False,False,False,False,False,False,FALSE,FALSE
8870,Treasurers and Controllers,Evaluate needs for procurement of funds and investment of surpluses and make appropriate recommendations.,8697910d-0d5d-424d-88e9-96db16356c5f,2025/4/3,Expert,3,2,4,2,2,True,False,False,False,False,False,2,2,3,4,2,False,False,False,False,False,False,False,,FALSE
20168,Treasurers and Controllers,"Monitor financial activities and details, such as cash flow and reserve levels, to ensure that all legal and regulatory requirements are met.",8697910d-0d5d-424d-88e9-96db16356c5f,2025/4/3,Expert,3,4,4,1,2,True,False,False,False,False,False,2,2,3,4,2,False,False,False,False,False,False,False,,FALSE
8861,Treasurers and Controllers,"Receive, record, and authorize requests for disbursements in accordance with company policies and procedures.",8697910d-0d5d-424d-88e9-96db16356c5f,2025/4/3,Expert,3,2,2,1,3,True,False,False,False,False,False,2,3,2,3,2,False,False,False,False,False,False,False,,FALSE
8865,Treasurers and Controllers,"Coordinate and direct the financial planning, budgeting, procurement, or investment activities of all or part of an organization.",8697910d-0d5d-424d-88e9-96db16356c5f,2025/4/3,Expert,2,3,4,3,2,False,False,False,False,False,False,2,4,3,4,4,True,True,True,False,False,True,False,FALSE,
8867,Treasurers and Controllers,"Analyze the financial details of past, present, and expected operations to identify development opportunities and areas where improvement is needed.",8697910d-0d5d-424d-88e9-96db16356c5f,2025/4/3,Expert,2,2,4,1,2,False,False,False,False,False,False,3,2,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
8873,Treasurers and Controllers,"Compute, withhold, and account for all payroll deductions.",8697910d-0d5d-424d-88e9-96db16356c5f,2025/4/3,Expert,4,1,4,1,1,False,True,False,False,False,False,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
308,Graphic Designers,"Prepare illustrations or rough sketches of material, discussing them with clients or supervisors and making necessary changes.",39043554-9df6-40aa-9d0b-211e1b79be3a,2025/4/3,Average,1,2,4,3,4,False,False,False,False,False,False,2,3,3,3,3,False,False,True,True,True,False,False,FALSE,
15229,Graphic Designers,Research new software or design concepts.,39043554-9df6-40aa-9d0b-211e1b79be3a,2025/4/3,Average,4,2,3,4,2,True,True,False,False,False,False,2,1,1,2,2,False,False,False,False,False,False,False,,FALSE
303,Graphic Designers,"Draw and print charts, graphs, illustrations, and other artwork, using computer.",39043554-9df6-40aa-9d0b-211e1b79be3a,2025/4/3,Novice,3,1,1,3,2,True,False,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
19050,Judicial Law Clerks,"Prepare briefs, legal memoranda, or statements of issues involved in cases, including appropriate suggestions or recommendations.",c9275dde-4804-4c99-acfc-3f816489697c,2025/4/4,Expert,1,4,3,4,5,False,False,False,False,False,False,2,4,2,4,3,False,True,False,False,True,True,True,FALSE,
19051,Judicial Law Clerks,"Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.",c9275dde-4804-4c99-acfc-3f816489697c,2025/4/4,Expert,4,3,2,1,2,True,False,True,False,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
19047,Judicial Law Clerks,"Draft or proofread judicial opinions, decisions, or citations.",c9275dde-4804-4c99-acfc-3f816489697c,2025/4/4,Expert,2,3,5,5,5,False,False,False,False,False,False,1,1,1,1,3,False,True,False,False,True,True,True,FALSE,I would want to know the source of the information used for drafting or have some way to verify that. 
19052,Judicial Law Clerks,"Review complaints, petitions, motions, or pleadings that have been filed to determine issues involved or basis for relief.",c9275dde-4804-4c99-acfc-3f816489697c,2025/4/4,Expert,3,1,3,2,2,True,False,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
19057,Judicial Law Clerks,"Enter information into computerized court calendar, filing, or case management systems.",c9275dde-4804-4c99-acfc-3f816489697c,2025/4/4,Average,5,1,1,1,3,True,True,False,False,False,True,2,2,1,1,2,False,False,False,False,False,False,False,,FALSE
19054,Judicial Law Clerks,"Verify that all files, complaints, or other papers are available and in the proper order.",c9275dde-4804-4c99-acfc-3f816489697c,2025/4/4,Novice,3,1,1,1,2,True,True,False,False,False,True,2,2,1,2,3,True,False,False,False,False,True,False,,
20328,Search Marketing Strategists,Manage tracking and reporting of search-related activities and provide analyses to marketing executives.,39380b60-7d86-4b5b-80e8-487feec6af92,2025/4/4,Expert,3,2,4,1,5,True,False,True,False,False,True,3,4,4,4,2,False,False,False,False,False,False,False,,FALSE
20329,Search Marketing Strategists,"Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for display and usability on internet-connected devices.",39380b60-7d86-4b5b-80e8-487feec6af92,2025/4/4,Novice,4,1,2,1,4,True,False,True,False,True,False,1,1,1,4,1,False,False,False,False,False,False,False,,FALSE
16182,Search Marketing Strategists,Participate in the development or implementation of online marketing strategy.,39380b60-7d86-4b5b-80e8-487feec6af92,2025/4/4,Expert,2,4,5,2,5,False,False,False,False,False,False,4,4,4,4,4,True,True,True,False,True,False,True,FALSE,
16190,Search Marketing Strategists,Optimize Web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.,39380b60-7d86-4b5b-80e8-487feec6af92,2025/4/4,Novice,2,2,3,1,4,False,False,False,False,False,False,3,4,4,4,3,True,True,False,True,False,False,False,FALSE,
20318,Search Marketing Strategists,Assist in setting up or optimizing analytics tools for tracking visitors' behaviors.,39380b60-7d86-4b5b-80e8-487feec6af92,2025/4/4,Novice,3,4,2,1,3,True,False,True,False,False,False,1,2,4,4,3,False,True,False,False,True,False,False,,
20326,Search Marketing Strategists,Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns.,39380b60-7d86-4b5b-80e8-487feec6af92,2025/4/4,Expert,3,3,4,1,4,True,False,False,True,False,False,1,1,4,4,3,False,True,True,False,False,False,False,,
20321,Search Marketing Strategists,Create content strategies for digital media.,39380b60-7d86-4b5b-80e8-487feec6af92,2025/4/4,Average,3,3,3,1,5,False,True,False,False,False,True,1,3,4,4,4,False,True,True,False,False,False,False,,
20319,Search Marketing Strategists,Combine secondary data sources with keyword research to more accurately profile and satisfy user intent.,39380b60-7d86-4b5b-80e8-487feec6af92,2025/4/4,Average,4,3,2,1,3,True,False,False,False,False,True,1,1,4,4,2,False,False,False,False,False,False,False,,FALSE
20330,Search Marketing Strategists,Optimize shopping cart experience or Web site conversion rates against Key Performance Indicators (KPIs).,39380b60-7d86-4b5b-80e8-487feec6af92,2025/4/4,Average,4,2,2,1,2,True,True,False,False,False,True,1,1,1,4,2,False,False,False,False,False,False,False,,FALSE
20327,Search Marketing Strategists,"Improve search-related activities through ongoing analysis, experimentation, or optimization tests, using A/B or multivariate methods.",39380b60-7d86-4b5b-80e8-487feec6af92,2025/4/4,Average,4,2,2,1,2,True,False,False,False,False,True,1,1,1,5,2,False,False,False,False,False,False,False,,FALSE
20328,Search Marketing Strategists,Manage tracking and reporting of search-related activities and provide analyses to marketing executives.,700d1ad8-6e5e-4b7c-942e-aa85779fa43a,2025/4/4,Average,3,2,3,1,4,True,True,True,False,False,True,3,2,3,3,3,False,True,True,True,True,True,True,,
20329,Search Marketing Strategists,"Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for display and usability on internet-connected devices.",700d1ad8-6e5e-4b7c-942e-aa85779fa43a,2025/4/4,Average,3,3,3,3,2,True,False,True,False,True,True,4,4,4,4,4,False,True,True,False,True,False,True,,
16192,Search Marketing Strategists,"Collect and analyze Web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.",700d1ad8-6e5e-4b7c-942e-aa85779fa43a,2025/4/4,Average,3,1,1,1,3,True,True,True,False,False,False,1,3,2,3,4,False,False,True,False,True,True,False,,
16190,Search Marketing Strategists,Optimize Web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.,700d1ad8-6e5e-4b7c-942e-aa85779fa43a,2025/4/4,Expert,3,3,4,3,4,True,False,True,False,False,True,3,3,3,3,4,False,False,True,True,True,True,True,,
20326,Search Marketing Strategists,Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns.,700d1ad8-6e5e-4b7c-942e-aa85779fa43a,2025/4/4,Expert,3,1,3,3,4,True,False,True,False,False,True,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
20321,Search Marketing Strategists,Create content strategies for digital media.,700d1ad8-6e5e-4b7c-942e-aa85779fa43a,2025/4/4,Expert,2,2,3,2,4,False,False,False,False,False,False,4,2,2,4,3,False,False,False,True,False,True,True,FALSE,
20319,Search Marketing Strategists,Combine secondary data sources with keyword research to more accurately profile and satisfy user intent.,700d1ad8-6e5e-4b7c-942e-aa85779fa43a,2025/4/4,Expert,2,4,4,2,5,False,False,False,False,False,False,2,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
20330,Search Marketing Strategists,Optimize shopping cart experience or Web site conversion rates against Key Performance Indicators (KPIs).,700d1ad8-6e5e-4b7c-942e-aa85779fa43a,2025/4/4,Novice,2,1,2,2,2,False,False,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
20327,Search Marketing Strategists,"Improve search-related activities through ongoing analysis, experimentation, or optimization tests, using A/B or multivariate methods.",700d1ad8-6e5e-4b7c-942e-aa85779fa43a,2025/4/4,Expert,4,3,3,3,4,True,False,True,False,False,True,2,3,4,4,3,False,True,True,False,True,False,False,,
16191,Search Marketing Strategists,"Conduct online marketing initiatives, such as paid ad placement, affiliate programs, sponsorship programs, email promotions, or viral marketing campaigns on social media Web sites.",700d1ad8-6e5e-4b7c-942e-aa85779fa43a,2025/4/4,Expert,3,4,4,4,4,True,False,True,False,False,True,2,2,3,3,3,False,False,True,False,True,True,False,,
23195,"Securities, Commodities, and Financial Services Sales Agents",Keep accurate records of transactions.,d56bd224-cda3-431d-baad-9b1c775ea427,2025/4/4,Expert,5,3,1,1,1,True,True,True,False,False,True,1,1,5,2,2,False,False,False,False,False,False,False,,FALSE
23213,"Securities, Commodities, and Financial Services Sales Agents",Calculate costs for billings or commissions.,d56bd224-cda3-431d-baad-9b1c775ea427,2025/4/4,Average,5,2,1,1,2,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
23214,"Securities, Commodities, and Financial Services Sales Agents",Prepare financial reports to monitor client or corporate finances.,d56bd224-cda3-431d-baad-9b1c775ea427,2025/4/4,Average,5,2,4,1,3,True,True,True,True,True,True,1,1,2,5,4,False,False,True,True,True,False,True,,
1764,Public Relations Specialists,Respond to requests for information from the media or designate an appropriate spokesperson or information source.,6ef9d233-930b-4194-a455-3b1c1ff9f0fc,2025/4/4,Expert,2,3,4,4,2,False,False,False,False,False,False,1,4,3,4,5,False,True,True,True,True,True,True,FALSE,
23951,Public Relations Specialists,Post and update content on the company's Web site and social media outlets.,6ef9d233-930b-4194-a455-3b1c1ff9f0fc,2025/4/4,Average,4,2,1,2,1,True,True,True,False,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
20554,Public Relations Specialists,Write press releases or other media communications to promote clients.,6ef9d233-930b-4194-a455-3b1c1ff9f0fc,2025/4/4,Expert,2,4,4,4,2,False,False,False,False,False,False,1,3,4,4,5,False,True,True,True,True,True,True,FALSE,
1769,Public Relations Specialists,"Study the objectives, promotional policies, or needs of organizations to develop public relations strategies that will influence public opinion or promote ideas, products, or services.",6ef9d233-930b-4194-a455-3b1c1ff9f0fc,2025/4/4,Expert,2,4,4,5,3,False,False,False,False,False,False,1,4,4,5,5,False,True,True,True,True,True,True,FALSE,
22522,Producers and Directors,"Research production topics using the internet, video archives, and other informational sources.",06545d99-e9d9-4c59-bb3d-1d56feaba603,2025/4/4,Expert,3,4,5,1,5,True,False,True,False,False,True,1,1,2,4,2,False,False,False,False,False,False,False,,FALSE
22523,Producers and Directors,"Review film, recordings, or rehearsals to ensure conformance to production and broadcast standards.",06545d99-e9d9-4c59-bb3d-1d56feaba603,2025/4/4,Expert,3,4,3,1,3,True,False,True,False,False,True,2,3,1,2,3,False,True,True,False,True,False,False,,
22519,Producers and Directors,Study and research scripts to determine how they should be directed.,06545d99-e9d9-4c59-bb3d-1d56feaba603,2025/4/4,Expert,4,3,1,1,2,True,False,False,False,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
22532,Producers and Directors,"Perform management activities, such as budgeting, scheduling, planning, and marketing.",06545d99-e9d9-4c59-bb3d-1d56feaba603,2025/4/4,Expert,5,2,2,1,2,True,False,True,False,False,True,1,3,1,2,3,False,True,False,True,True,False,False,,
22527,Producers and Directors,Conduct meetings with staff to discuss production progress and to ensure production objectives are attained.,06545d99-e9d9-4c59-bb3d-1d56feaba603,2025/4/4,Expert,1,4,5,3,1,False,False,False,False,False,False,3,5,4,4,5,False,True,True,False,True,True,True,FALSE,
22533,Producers and Directors,Compose and edit scripts or provide screenwriters with story outlines from which scripts can be written.,06545d99-e9d9-4c59-bb3d-1d56feaba603,2025/4/4,Expert,4,2,3,1,1,True,False,True,False,False,True,2,1,1,3,2,False,False,False,False,False,False,False,,FALSE
22535,Producers and Directors,Cut and edit film or tape to integrate component parts into desired sequences.,06545d99-e9d9-4c59-bb3d-1d56feaba603,2025/4/4,Expert,2,4,5,4,2,False,False,False,False,False,False,4,4,4,4,4,True,True,False,True,True,True,False,FALSE,
22537,Producers and Directors,Review film daily to check on work in progress and to plan for future filming.,06545d99-e9d9-4c59-bb3d-1d56feaba603,2025/4/4,Expert,1,3,3,3,2,False,False,False,False,False,False,2,2,2,4,4,False,True,False,True,True,True,False,FALSE,
22529,Producers and Directors,"Perform administrative duties, such as preparing operational reports, distributing rehearsal call sheets and script copies, and arranging for rehearsal quarters.",06545d99-e9d9-4c59-bb3d-1d56feaba603,2025/4/4,Expert,5,1,1,1,1,True,True,False,False,False,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
15415,Quality Control Systems Managers,Review and update standard operating procedures or quality assurance manuals.,165627aa-aeaa-47ec-8115-59f2d9cf9837,2025/4/4,Average,2,2,3,1,4,False,False,False,False,False,False,1,2,3,4,4,False,True,True,True,True,False,True,FALSE,
15428,Quality Control Systems Managers,Analyze quality control test results and provide feedback and interpretation to production management or staff.,165627aa-aeaa-47ec-8115-59f2d9cf9837,2025/4/4,Expert,2,4,4,1,5,False,False,False,False,False,False,3,4,3,4,5,True,True,False,True,True,False,True,FALSE,
15424,Quality Control Systems Managers,"Direct the tracking of defects, test results, or other regularly reported quality control data.",165627aa-aeaa-47ec-8115-59f2d9cf9837,2025/4/4,Expert,4,3,3,3,4,False,True,True,True,False,False,1,2,1,3,2,False,False,False,False,False,False,False,,FALSE
15416,Quality Control Systems Managers,"Produce reports regarding nonconformance of products or processes, daily production quality, root cause analyses, or quality trends.",165627aa-aeaa-47ec-8115-59f2d9cf9837,2025/4/4,Expert,1,2,2,1,4,False,False,False,False,False,False,1,4,4,4,5,True,True,False,False,False,False,False,FALSE,
15423,Quality Control Systems Managers,"Document testing procedures, methodologies, or criteria.",165627aa-aeaa-47ec-8115-59f2d9cf9837,2025/4/4,Average,2,1,3,1,3,False,False,False,False,False,False,1,4,3,3,3,False,False,True,True,True,False,False,FALSE,
1339,Aerospace Engineers,"Formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.",b31d0752-b259-41d1-acf4-ed056754291b,2025/4/4,Average,3,2,4,5,2,False,False,True,True,True,False,1,2,3,4,3,False,False,True,False,True,False,False,,
1340,Aerospace Engineers,"Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.",b31d0752-b259-41d1-acf4-ed056754291b,2025/4/4,Novice,2,1,3,2,3,False,False,False,False,False,False,1,2,2,4,4,False,False,True,True,True,False,True,FALSE,
20726,Aerospace Engineers,"Develop design criteria for aeronautical or aerospace products or systems, including testing methods, production costs, quality standards, environmental standards, or completion dates.",b31d0752-b259-41d1-acf4-ed056754291b,2025/4/4,Novice,4,1,2,2,2,True,False,False,False,False,False,1,2,3,3,2,False,False,False,False,False,False,False,,FALSE
775,Medical Secretaries and Administrative Assistants,"Schedule and confirm patient diagnostic appointments, surgeries, or medical consultations.",75f53903-f528-45bd-b9a8-349d3ef96764,2025/4/4,Expert,1,2,5,4,2,False,False,False,False,False,False,1,3,3,2,3,False,True,False,False,False,True,False,FALSE,
781,Medical Secretaries and Administrative Assistants,"Maintain medical records, technical library, or correspondence files.",75f53903-f528-45bd-b9a8-349d3ef96764,2025/4/4,Expert,1,2,5,5,3,False,False,False,False,False,False,1,4,5,5,5,False,True,True,True,True,True,True,FALSE,
782,Medical Secretaries and Administrative Assistants,"Operate office equipment, such as voice mail messaging systems, and use word processing, spreadsheet, or other software applications to prepare reports, invoices, financial statements, letters, case histories, or medical records.",75f53903-f528-45bd-b9a8-349d3ef96764,2025/4/4,Expert,2,4,4,5,3,False,False,False,False,False,False,3,4,1,2,4,True,False,True,False,False,False,False,FALSE,
784,Medical Secretaries and Administrative Assistants,"Perform various clerical or administrative functions, such as ordering and maintaining an inventory of supplies.",75f53903-f528-45bd-b9a8-349d3ef96764,2025/4/4,Average,4,1,2,1,3,True,False,False,False,False,False,2,3,2,3,2,False,False,False,False,False,False,False,,FALSE
303,Graphic Designers,"Draw and print charts, graphs, illustrations, and other artwork, using computer.",0f897a2a-91a5-4db0-9547-c209133dd7af,2025/4/5,Novice,5,1,3,2,1,True,False,False,False,False,False,1,2,3,2,3,False,False,False,False,True,True,False,,
776,Medical Secretaries and Administrative Assistants,"Compile and record medical charts, reports, or correspondence, using typewriter or personal computer.",75f53903-f528-45bd-b9a8-349d3ef96764,2025/4/4,Expert,3,2,4,3,2,True,True,False,False,False,False,3,2,2,4,3,False,True,True,False,False,False,True,,
20438,Medical Secretaries and Administrative Assistants,"Schedule tests or procedures for patients, such as lab work or x-rays, based on physician orders.",75f53903-f528-45bd-b9a8-349d3ef96764,2025/4/4,Expert,5,1,5,2,4,True,True,False,False,False,False,3,2,1,2,2,False,False,False,False,False,False,False,,FALSE
15598,Clinical Research Coordinators,Order drugs or devices necessary for study completion.,cd2e51fb-07be-4dd4-9021-000c615ba816,2025/4/4,Average,3,5,5,5,5,True,True,True,True,True,True,2,3,2,3,5,True,True,True,True,True,True,True,,
15590,Clinical Research Coordinators,Contact industry representatives to ensure equipment and software specifications necessary for successful study completion.,cd2e51fb-07be-4dd4-9021-000c615ba816,2025/4/4,Average,2,3,3,5,2,False,False,False,False,False,False,3,3,3,3,4,True,True,True,True,True,True,True,FALSE,
15584,Clinical Research Coordinators,Register protocol patients with appropriate statistical centers as required.,cd2e51fb-07be-4dd4-9021-000c615ba816,2025/4/4,Expert,5,5,5,5,5,True,True,True,True,False,True,5,5,5,5,5,False,True,True,True,True,True,True,,
8956,Statisticians,Analyze and interpret statistical data to identify significant differences in relationships among sources of information.,906877fe-5280-44fb-82d0-106f75562a7b,2025/4/4,Expert,3,2,3,3,3,False,False,False,False,False,False,4,3,1,3,3,False,False,False,False,False,False,False,,
8955,Statisticians,"Identify relationships and trends in data, as well as any factors that could affect the results of research.",906877fe-5280-44fb-82d0-106f75562a7b,2025/4/4,Average,5,4,2,4,1,True,True,False,True,True,False,4,2,3,3,3,False,False,False,False,False,False,False,,
8961,Statisticians,"Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.",906877fe-5280-44fb-82d0-106f75562a7b,2025/4/4,Expert,4,3,2,4,3,True,True,False,False,True,False,4,3,3,3,4,True,True,True,True,False,False,True,,
11402,Data Entry Keyers,"Compile, sort, and verify the accuracy of data before it is entered.",20fff2bd-08e1-4146-8bac-b2fc0b9bb0e7,2025/4/4,Expert,3,4,5,2,5,True,True,False,False,False,True,1,2,1,1,1,False,False,False,False,False,False,False,,FALSE
11401,Data Entry Keyers,"Read source documents such as canceled checks, sales reports, or bills, and enter data in specific data fields or onto tapes or disks for subsequent entry, using keyboards or scanners.",20fff2bd-08e1-4146-8bac-b2fc0b9bb0e7,2025/4/4,Average,4,2,4,3,2,True,True,True,False,False,True,2,2,3,3,3,False,True,False,False,False,False,False,,
16952,Transportation Planners,"Recommend transportation system improvements or projects, based on economic, population, land-use, or traffic projections.",677c31bb-a5b1-4df7-abd1-1efe649b5277,2025/4/4,Average,5,1,3,1,2,True,False,True,True,False,True,2,1,3,4,1,False,False,False,False,False,False,False,,FALSE
20976,Transportation Planners,"Interpret data from traffic modeling software, geographic information systems, or associated databases.",677c31bb-a5b1-4df7-abd1-1efe649b5277,2025/4/4,Average,5,1,3,1,3,False,False,False,True,True,False,3,3,4,5,1,False,False,False,False,False,False,False,,FALSE
5314,Information Security Analysts,"Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.",2ad5b4b0-a933-4199-b9fe-f30a73021fbd,2025/4/4,Novice,3,2,3,3,4,True,True,True,False,False,True,3,4,5,3,4,True,False,False,False,False,False,False,,I can navigate where there are uncertainty and critical decision making situations where AI cannot fully understand.Human-in-the-loop is needed for uncertainty.
5319,Information Security Analysts,Monitor use of data files and regulate access to safeguard information in computer files.,2ad5b4b0-a933-4199-b9fe-f30a73021fbd,2025/4/4,Average,3,2,3,3,4,True,True,True,False,False,False,2,4,4,3,3,False,False,False,False,True,False,True,,
20475,Training and Development Specialists,"Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.",4685eb43-16ba-4e5e-a285-ca8cc6e3dd39,2025/4/4,Expert,3,1,2,1,2,True,True,True,False,False,True,1,3,2,2,4,False,False,True,True,True,False,True,,
19559,Training and Development Specialists,"Evaluate modes of training delivery, such as in-person or virtual, to optimize training effectiveness, training costs, or environmental impacts.",4685eb43-16ba-4e5e-a285-ca8cc6e3dd39,2025/4/4,Expert,1,2,3,2,4,False,False,False,False,False,False,1,5,3,3,4,False,False,False,True,False,False,False,FALSE,
98,Training and Development Specialists,"Monitor, evaluate, or record training activities or program effectiveness.",4685eb43-16ba-4e5e-a285-ca8cc6e3dd39,2025/4/4,Expert,3,2,3,2,3,False,False,True,True,False,True,1,2,2,4,3,False,False,True,True,True,False,False,,
20474,Training and Development Specialists,"Design, plan, organize, or direct orientation and training programs for employees or customers.",4685eb43-16ba-4e5e-a285-ca8cc6e3dd39,2025/4/4,Expert,2,1,3,1,5,False,False,False,False,False,False,2,3,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
102,Training and Development Specialists,Develop alternative training methods if expected improvements are not seen.,4685eb43-16ba-4e5e-a285-ca8cc6e3dd39,2025/4/4,Expert,3,1,4,1,2,False,False,True,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
101,Training and Development Specialists,"Evaluate training materials prepared by instructors, such as outlines, text, or handouts.",4685eb43-16ba-4e5e-a285-ca8cc6e3dd39,2025/4/4,Expert,3,1,3,1,2,True,False,True,False,False,True,1,2,3,3,3,False,False,False,False,True,False,False,,
20476,Training and Development Specialists,Monitor training costs and prepare budget reports to justify expenditures.,4685eb43-16ba-4e5e-a285-ca8cc6e3dd39,2025/4/4,Expert,3,1,4,1,1,True,False,False,False,False,False,1,2,3,3,2,False,False,False,False,False,False,False,,FALSE
106,Training and Development Specialists,Devise programs to develop executive potential among employees in lower-level positions.,4685eb43-16ba-4e5e-a285-ca8cc6e3dd39,2025/4/4,Expert,2,1,3,2,3,False,False,False,False,False,False,1,4,2,2,3,False,False,False,True,False,False,False,FALSE,
93,Training and Development Specialists,"Keep up with developments in area of expertise by reading current journals, books, or magazine articles.",4685eb43-16ba-4e5e-a285-ca8cc6e3dd39,2025/4/4,Expert,3,1,3,1,2,True,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
95,Training and Development Specialists,"Schedule classes based on availability of classrooms, equipment, or instructors.",4685eb43-16ba-4e5e-a285-ca8cc6e3dd39,2025/4/4,Expert,5,1,2,4,1,True,True,False,False,False,False,1,1,4,1,1,False,False,False,False,False,False,False,,FALSE
11405,Data Entry Keyers,"Locate and correct data entry errors, or report them to supervisors.",0520f82f-5723-47d7-931b-4b8b00e00c2f,2025/4/4,Average,4,1,3,1,2,True,True,True,False,False,True,1,4,3,4,3,False,False,True,True,True,True,False,,
11402,Data Entry Keyers,"Compile, sort, and verify the accuracy of data before it is entered.",0520f82f-5723-47d7-931b-4b8b00e00c2f,2025/4/4,Expert,3,3,5,3,4,False,False,True,True,False,True,3,4,3,4,4,False,True,True,True,True,True,False,,
11403,Data Entry Keyers,"Compare data with source documents, or re-enter data in verification format to detect errors.",0520f82f-5723-47d7-931b-4b8b00e00c2f,2025/4/4,Expert,5,1,3,1,1,True,True,True,False,False,True,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
11404,Data Entry Keyers,Store completed documents in appropriate locations.,0520f82f-5723-47d7-931b-4b8b00e00c2f,2025/4/4,Expert,5,1,3,1,2,True,True,False,False,False,True,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
11401,Data Entry Keyers,"Read source documents such as canceled checks, sales reports, or bills, and enter data in specific data fields or onto tapes or disks for subsequent entry, using keyboards or scanners.",0520f82f-5723-47d7-931b-4b8b00e00c2f,2025/4/4,Average,5,1,2,1,1,True,True,False,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
11406,Data Entry Keyers,Maintain logs of activities and completed work.,0520f82f-5723-47d7-931b-4b8b00e00c2f,2025/4/4,Expert,5,2,2,1,1,True,True,False,True,False,True,1,2,2,1,1,False,False,False,False,False,False,False,,FALSE
8956,Statisticians,Analyze and interpret statistical data to identify significant differences in relationships among sources of information.,b8083b70-8775-4ecb-b361-c93d22608107,2025/4/4,Average,4,1,2,2,2,True,True,False,False,False,False,4,1,2,4,3,False,False,True,False,True,False,False,,
8953,Statisticians,"Report results of statistical analyses, including information in the form of graphs, charts, and tables.",b8083b70-8775-4ecb-b361-c93d22608107,2025/4/4,Expert,5,2,2,2,3,False,False,True,False,False,True,4,3,1,3,2,False,False,False,False,False,False,False,,FALSE
8954,Statisticians,"Process large amounts of data for statistical modeling and graphic analysis, using computers.",b8083b70-8775-4ecb-b361-c93d22608107,2025/4/4,Expert,2,3,4,4,4,False,False,False,False,False,False,3,2,3,5,5,False,False,True,False,True,False,True,FALSE,
15229,Graphic Designers,Research new software or design concepts.,0f897a2a-91a5-4db0-9547-c209133dd7af,2025/4/5,Average,5,2,4,1,1,True,False,False,False,False,False,3,1,1,3,2,False,False,False,False,False,False,False,,FALSE
299,Graphic Designers,"Create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.",0f897a2a-91a5-4db0-9547-c209133dd7af,2025/4/5,Expert,2,4,5,5,5,False,False,False,False,False,False,3,3,3,5,3,False,True,False,True,True,True,True,FALSE,
8953,Statisticians,"Report results of statistical analyses, including information in the form of graphs, charts, and tables.",65f0d7be-f244-4ed0-b1a4-fefa252f5978,2025/4/5,Average,5,2,2,3,2,True,False,False,False,False,False,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
8954,Statisticians,"Process large amounts of data for statistical modeling and graphic analysis, using computers.",65f0d7be-f244-4ed0-b1a4-fefa252f5978,2025/4/5,Average,3,1,1,1,2,False,False,True,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
8957,Statisticians,"Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.",65f0d7be-f244-4ed0-b1a4-fefa252f5978,2025/4/5,Novice,5,1,1,4,2,False,False,False,False,True,False,2,2,4,5,2,False,False,False,False,False,False,False,,FALSE
300,Graphic Designers,"Determine size and arrangement of illustrative material and copy, and select style and size of type.",057c282e-81e6-4437-8b91-e68f2dcfb3ff,2025/4/5,Average,3,3,3,3,2,False,False,True,False,False,True,2,2,3,2,3,False,True,True,False,False,False,False,,
301,Graphic Designers,Use computer software to generate new images.,057c282e-81e6-4437-8b91-e68f2dcfb3ff,2025/4/5,Expert,3,4,3,3,3,False,False,True,False,False,True,3,3,3,3,3,False,True,True,False,False,False,False,,
15229,Graphic Designers,Research new software or design concepts.,057c282e-81e6-4437-8b91-e68f2dcfb3ff,2025/4/5,Average,2,1,2,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15898,Logistics Analysts,Maintain databases of logistics information.,fd433f66-698d-45a4-959c-86a8987ffe67,2025/4/5,Expert,1,4,4,4,3,False,False,False,False,False,False,4,5,1,4,5,True,False,True,True,False,False,False,FALSE,
15889,Logistics Analysts,"Communicate with or monitor service providers, such as ocean carriers, air freight forwarders, global consolidators, customs brokers, or trucking companies.",fd433f66-698d-45a4-959c-86a8987ffe67,2025/4/5,Expert,1,3,3,5,4,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,False,False,False,FALSE,
15890,Logistics Analysts,Track product flow from origin to final delivery.,fd433f66-698d-45a4-959c-86a8987ffe67,2025/4/5,Expert,1,4,4,4,4,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,False,True,False,FALSE,
15903,Logistics Analysts,"Interpret data on logistics elements, such as availability, maintainability, reliability, supply chain management, strategic sourcing or distribution, supplier management, or transportation.",fd433f66-698d-45a4-959c-86a8987ffe67,2025/4/5,Expert,1,5,5,5,4,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,False,True,False,FALSE,
15893,Logistics Analysts,Recommend improvements to existing or planned logistics processes.,fd433f66-698d-45a4-959c-86a8987ffe67,2025/4/5,Expert,1,5,5,1,4,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,False,True,False,FALSE,
15895,Logistics Analysts,Prepare reports on logistics performance measures.,fd433f66-698d-45a4-959c-86a8987ffe67,2025/4/5,Expert,1,5,4,1,4,False,False,False,False,False,False,4,4,4,4,5,False,True,True,True,False,False,False,FALSE,
15883,Logistics Analysts,Enter logistics-related data into databases.,fd433f66-698d-45a4-959c-86a8987ffe67,2025/4/5,Expert,1,5,5,1,5,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,False,True,False,FALSE,
15894,Logistics Analysts,"Provide ongoing analyses in areas such as transportation costs, parts procurement, back orders, or delivery processes.",fd433f66-698d-45a4-959c-86a8987ffe67,2025/4/5,Expert,1,5,5,1,5,False,False,False,False,False,False,3,5,5,5,5,True,True,True,True,False,True,False,FALSE,
15897,Logistics Analysts,"Monitor inventory transactions at warehouse facilities to assess receiving, storage, shipping, or inventory integrity.",fd433f66-698d-45a4-959c-86a8987ffe67,2025/4/5,Expert,1,5,5,1,5,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,False,True,False,FALSE,
15899,Logistics Analysts,Maintain logistics records in accordance with corporate policies.,fd433f66-698d-45a4-959c-86a8987ffe67,2025/4/5,Expert,1,5,5,1,5,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,False,True,False,FALSE,
20168,Treasurers and Controllers,"Monitor financial activities and details, such as cash flow and reserve levels, to ensure that all legal and regulatory requirements are met.",8a8560e0-6210-4716-bd7e-23637cc3f2cd,2025/4/5,Expert,2,1,4,2,3,False,False,False,False,False,False,3,1,4,3,2,False,False,False,False,False,False,False,FALSE,FALSE
8861,Treasurers and Controllers,"Receive, record, and authorize requests for disbursements in accordance with company policies and procedures.",8a8560e0-6210-4716-bd7e-23637cc3f2cd,2025/4/5,Average,3,1,2,2,3,True,False,False,False,False,False,3,2,3,3,3,False,False,False,False,True,False,False,,
8865,Treasurers and Controllers,"Coordinate and direct the financial planning, budgeting, procurement, or investment activities of all or part of an organization.",8a8560e0-6210-4716-bd7e-23637cc3f2cd,2025/4/5,Expert,1,2,5,4,5,False,False,False,False,False,False,2,3,4,3,4,False,True,False,False,False,False,False,FALSE,
8867,Treasurers and Controllers,"Analyze the financial details of past, present, and expected operations to identify development opportunities and areas where improvement is needed.",8a8560e0-6210-4716-bd7e-23637cc3f2cd,2025/4/5,Average,1,2,4,4,4,False,False,False,False,False,False,3,2,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
8873,Treasurers and Controllers,"Compute, withhold, and account for all payroll deductions.",8a8560e0-6210-4716-bd7e-23637cc3f2cd,2025/4/5,Average,2,1,3,2,3,False,False,False,False,False,False,3,3,3,2,3,False,False,False,False,False,True,False,FALSE,
22409,Librarians and Media Collections Specialists,"Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.",79f2726e-68a2-459a-aeba-99fc271bcb84,2025/4/5,Average,2,3,3,3,3,False,False,False,False,False,False,2,2,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
22411,Librarians and Media Collections Specialists,"Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions.",79f2726e-68a2-459a-aeba-99fc271bcb84,2025/4/5,Average,2,3,2,4,3,False,False,False,False,False,False,3,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
22410,Librarians and Media Collections Specialists,"Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors.",79f2726e-68a2-459a-aeba-99fc271bcb84,2025/4/5,Average,2,3,3,4,3,False,False,False,False,False,False,3,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1764,Public Relations Specialists,Respond to requests for information from the media or designate an appropriate spokesperson or information source.,a128ce55-2ca7-47ed-acae-ba2eafe9efbb,2025/4/5,Expert,3,2,4,2,4,True,False,True,False,False,True,3,4,3,3,3,False,False,False,True,False,True,False,,
23951,Public Relations Specialists,Post and update content on the company's Web site and social media outlets.,a128ce55-2ca7-47ed-acae-ba2eafe9efbb,2025/4/5,Expert,3,1,3,2,3,True,False,True,False,False,True,3,4,3,3,3,False,False,False,True,True,True,False,,
20554,Public Relations Specialists,Write press releases or other media communications to promote clients.,a128ce55-2ca7-47ed-acae-ba2eafe9efbb,2025/4/5,Expert,3,1,4,2,3,True,False,True,False,False,True,3,4,3,3,3,False,True,True,True,True,True,False,,
1769,Public Relations Specialists,"Study the objectives, promotional policies, or needs of organizations to develop public relations strategies that will influence public opinion or promote ideas, products, or services.",a128ce55-2ca7-47ed-acae-ba2eafe9efbb,2025/4/5,Expert,2,3,4,1,4,False,False,False,False,False,False,4,5,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
20557,Public Relations Specialists,"Prepare or edit organizational publications, such as employee newsletters or stockholders' reports, for internal or external audiences.",a128ce55-2ca7-47ed-acae-ba2eafe9efbb,2025/4/5,Expert,3,1,3,2,3,True,False,True,False,False,True,3,3,2,3,3,False,False,True,True,True,True,False,,
783,Medical Secretaries and Administrative Assistants,"Transmit correspondence or medical records by mail, e-mail, or fax.",de0d1224-a16d-4c12-a2a7-3f42d0c8ff77,2025/4/5,Expert,2,1,1,1,1,False,False,False,False,False,False,3,1,1,2,3,True,False,False,False,False,False,False,FALSE,decision making regarding what is important and needs to be sent and what does not
778,Medical Secretaries and Administrative Assistants,"Receive and route messages or documents, such as laboratory results, to appropriate staff.",de0d1224-a16d-4c12-a2a7-3f42d0c8ff77,2025/4/5,Expert,1,2,5,4,5,False,False,False,False,False,False,4,1,5,5,4,False,True,True,False,True,False,False,FALSE,
782,Medical Secretaries and Administrative Assistants,"Operate office equipment, such as voice mail messaging systems, and use word processing, spreadsheet, or other software applications to prepare reports, invoices, financial statements, letters, case histories, or medical records.",de0d1224-a16d-4c12-a2a7-3f42d0c8ff77,2025/4/5,Novice,5,1,1,2,2,True,True,False,True,False,True,3,1,1,2,2,False,False,False,False,False,False,False,,FALSE
786,Medical Secretaries and Administrative Assistants,Transcribe recorded messages or practitioners' diagnoses or recommendations into patients' medical records.,de0d1224-a16d-4c12-a2a7-3f42d0c8ff77,2025/4/5,Expert,2,4,4,1,3,False,False,False,False,False,False,3,1,4,4,3,False,True,True,False,True,True,False,FALSE,
776,Medical Secretaries and Administrative Assistants,"Compile and record medical charts, reports, or correspondence, using typewriter or personal computer.",de0d1224-a16d-4c12-a2a7-3f42d0c8ff77,2025/4/5,Expert,2,3,4,2,3,False,False,False,False,False,False,3,1,3,3,3,False,True,True,False,True,False,False,FALSE,
20438,Medical Secretaries and Administrative Assistants,"Schedule tests or procedures for patients, such as lab work or x-rays, based on physician orders.",de0d1224-a16d-4c12-a2a7-3f42d0c8ff77,2025/4/5,Expert,5,3,3,1,1,True,True,True,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
14734,Web Administrators,"Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.",91f13901-9d21-42ac-9e6f-eb4b79912970,2025/4/5,Average,3,1,2,1,3,True,True,False,False,False,False,1,4,3,4,3,False,True,True,True,False,False,True,,
14732,Web Administrators,"Determine sources of Web page or server problems, and take action to correct such problems.",91f13901-9d21-42ac-9e6f-eb4b79912970,2025/4/5,Expert,2,3,4,4,1,False,False,False,False,False,False,1,3,3,4,3,False,True,False,True,False,True,False,FALSE,
14749,Web Administrators,"Track, compile, and analyze Web site usage data.",91f13901-9d21-42ac-9e6f-eb4b79912970,2025/4/5,Average,2,2,3,2,3,False,False,False,False,False,False,1,2,4,3,2,False,False,False,False,False,False,False,FALSE,FALSE
14733,Web Administrators,"Review or update Web page content or links in a timely manner, using appropriate tools.",91f13901-9d21-42ac-9e6f-eb4b79912970,2025/4/5,Expert,3,4,3,3,3,True,True,False,False,False,True,1,3,3,2,2,False,False,False,False,False,False,False,,FALSE
14744,Web Administrators,"Gather, analyze, or document user feedback to locate or resolve sources of problems.",91f13901-9d21-42ac-9e6f-eb4b79912970,2025/4/5,Expert,1,4,2,3,3,False,False,False,False,False,False,1,4,4,4,4,False,False,False,True,True,True,False,FALSE,
14762,Web Administrators,Set up or maintain monitoring tools on Web servers or Web sites.,91f13901-9d21-42ac-9e6f-eb4b79912970,2025/4/5,Average,3,2,3,1,3,True,True,False,True,False,False,1,3,4,4,2,False,False,False,False,False,False,False,,FALSE
4618,Telemarketers,"Deliver prepared sales talks, reading from scripts that describe products or services, to persuade potential customers to purchase a product or service or to make a donation.",ab746a01-94cc-40f5-af7b-08d7b2b4cb84,2025/4/5,Average,3,3,3,2,2,True,False,True,False,False,True,1,5,4,4,2,False,False,False,False,False,False,False,,FALSE
4620,Telemarketers,"Explain products or services and prices, and answer questions from customers.",ab746a01-94cc-40f5-af7b-08d7b2b4cb84,2025/4/5,Expert,2,4,5,2,4,False,False,False,False,False,False,1,4,3,5,2,False,False,False,False,False,False,False,FALSE,FALSE
4621,Telemarketers,"Obtain customer information such as name, address, and payment method, and enter orders into computers.",ab746a01-94cc-40f5-af7b-08d7b2b4cb84,2025/4/5,Expert,2,2,4,2,3,False,False,False,False,False,False,1,3,2,2,3,False,False,False,False,True,False,True,FALSE,
4622,Telemarketers,"Record names, addresses, purchases, and reactions of prospects contacted.",ab746a01-94cc-40f5-af7b-08d7b2b4cb84,2025/4/5,Expert,4,1,3,1,2,True,True,False,False,False,True,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
16952,Transportation Planners,"Recommend transportation system improvements or projects, based on economic, population, land-use, or traffic projections.",bb4eefb9-92a6-45c3-ae3a-7634f184a9a3,2025/4/5,Expert,3,2,5,1,3,True,False,True,False,True,True,3,5,5,5,5,False,True,True,True,True,True,False,,
20976,Transportation Planners,"Interpret data from traffic modeling software, geographic information systems, or associated databases.",bb4eefb9-92a6-45c3-ae3a-7634f184a9a3,2025/4/5,Expert,5,1,3,1,1,True,True,False,False,False,True,3,2,5,5,4,False,True,True,True,True,True,False,,
16943,Transportation Planners,Prepare reports or recommendations on transportation planning.,bb4eefb9-92a6-45c3-ae3a-7634f184a9a3,2025/4/5,Expert,4,1,5,1,4,True,False,True,False,False,True,1,4,5,4,4,False,True,True,True,True,True,False,,
12963,Social Science Research Assistants,Design and create special programs for tasks such as statistical analysis and data entry and cleaning.,e4139926-90fb-4130-8322-beac9a4b435d,2025/4/6,Novice,5,2,2,1,2,True,True,False,True,True,False,4,5,2,3,4,True,True,True,True,False,False,False,,
12956,Social Science Research Assistants,"Verify the accuracy and validity of data entered in databases, correcting any errors.",e4139926-90fb-4130-8322-beac9a4b435d,2025/4/6,Novice,4,2,2,1,2,True,True,True,True,True,False,1,1,1,2,5,False,False,True,False,True,False,False,,
12960,Social Science Research Assistants,Conduct internet-based and library research.,e4139926-90fb-4130-8322-beac9a4b435d,2025/4/6,Novice,5,2,1,5,2,True,False,True,False,False,False,1,1,1,1,5,False,False,False,False,False,True,False,,
12968,Social Science Research Assistants,Recruit and schedule research participants.,e4139926-90fb-4130-8322-beac9a4b435d,2025/4/6,Novice,1,1,3,5,5,False,False,False,False,False,False,3,5,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
16786,Bioinformatics Scientists,Develop new software applications or customize existing applications to meet specific scientific project needs.,b9000eba-4e45-4035-a5a8-f46657fb0f4f,2025/4/6,Average,2,1,3,4,3,False,False,False,False,False,False,1,3,4,4,3,False,True,True,True,True,True,True,FALSE,
16795,Bioinformatics Scientists,"Analyze large molecular datasets, such as raw microarray data, genomic sequence data, or proteomics data, for clinical or basic research purposes.",b9000eba-4e45-4035-a5a8-f46657fb0f4f,2025/4/6,Average,2,2,4,4,3,False,False,False,False,False,False,1,4,3,4,3,False,True,True,False,True,False,True,FALSE,
16791,Bioinformatics Scientists,"Compile data for use in activities, such as gene expression profiling, genome annotation, or structural bioinformatics.",b9000eba-4e45-4035-a5a8-f46657fb0f4f,2025/4/6,Expert,2,3,5,5,3,False,False,False,False,False,False,4,2,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
16793,Bioinformatics Scientists,"Manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.",b9000eba-4e45-4035-a5a8-f46657fb0f4f,2025/4/6,Expert,2,1,4,5,3,False,False,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
16788,Bioinformatics Scientists,Create or modify web-based bioinformatics tools.,b9000eba-4e45-4035-a5a8-f46657fb0f4f,2025/4/6,Average,3,2,4,5,2,True,True,False,False,True,True,1,2,2,5,2,False,False,False,False,False,False,False,,FALSE
16783,Bioinformatics Scientists,Instruct others in the selection and use of bioinformatics tools.,b9000eba-4e45-4035-a5a8-f46657fb0f4f,2025/4/6,Expert,1,1,2,5,4,False,False,False,False,False,False,3,4,2,4,4,False,False,False,True,False,False,False,FALSE,
21549,Appraisers and Assessors of Real Estate,"Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.",7c7791df-1652-4a60-ada2-8a701c3c1a36,2025/4/6,Novice,5,2,2,1,2,True,True,False,False,False,False,2,4,3,2,1,False,False,False,False,False,False,False,,FALSE
21550,Appraisers and Assessors of Real Estate,"Prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.",7c7791df-1652-4a60-ada2-8a701c3c1a36,2025/4/6,Novice,5,1,1,1,1,False,True,True,False,False,False,1,3,3,2,1,False,False,False,False,False,False,False,,FALSE
21553,Appraisers and Assessors of Real Estate,"Prepare and maintain current data on each parcel assessed, including maps of boundaries, inventories of land and structures, property characteristics, and any applicable exemptions.",7c7791df-1652-4a60-ada2-8a701c3c1a36,2025/4/6,Novice,3,2,1,2,1,True,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
21555,Appraisers and Assessors of Real Estate,Identify the ownership of each piece of taxable property.,7c7791df-1652-4a60-ada2-8a701c3c1a36,2025/4/6,Average,2,3,2,2,2,False,False,False,False,False,False,1,2,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
21565,Appraisers and Assessors of Real Estate,"Search public records for transactions such as sales, leases, and assessments.",7c7791df-1652-4a60-ada2-8a701c3c1a36,2025/4/6,Novice,4,2,1,1,2,True,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
21567,Appraisers and Assessors of Real Estate,Verify legal descriptions of properties by comparing them to county records.,7c7791df-1652-4a60-ada2-8a701c3c1a36,2025/4/6,Average,2,2,1,2,1,False,False,False,False,False,False,1,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
21570,Appraisers and Assessors of Real Estate,Obtain county land values and sales information about nearby properties to aid in establishment of property values.,7c7791df-1652-4a60-ada2-8a701c3c1a36,2025/4/6,Expert,5,1,1,2,2,False,False,True,False,False,False,2,1,2,3,3,False,False,False,False,False,False,False,,
20329,Search Marketing Strategists,"Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for display and usability on internet-connected devices.",769379ef-6c29-42fa-9566-d6846b1f33e5,2025/4/6,Average,3,1,2,2,2,True,False,False,True,False,False,2,4,4,3,3,False,True,True,False,False,False,False,,
16186,Search Marketing Strategists,"Conduct market research analysis to identify search query trends, real-time search and news media activity, popular social media topics, electronic commerce trends, market opportunities, or competitor performance.",769379ef-6c29-42fa-9566-d6846b1f33e5,2025/4/6,Expert,2,3,2,2,4,False,False,False,False,False,False,1,2,3,3,4,False,False,True,False,True,False,False,FALSE,
20318,Search Marketing Strategists,Assist in setting up or optimizing analytics tools for tracking visitors' behaviors.,769379ef-6c29-42fa-9566-d6846b1f33e5,2025/4/6,Average,2,1,2,2,3,False,False,False,False,False,False,2,4,3,2,3,False,False,False,False,False,False,False,FALSE,
17239,Radiologists,Review or transmit images and information using picture archiving or communications systems.,5d37118e-c4f2-4437-8dcf-00aa28b758db,2025/4/6,Expert,4,3,3,2,3,True,True,False,False,False,True,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
17242,Radiologists,Prepare comprehensive interpretive reports of findings.,5d37118e-c4f2-4437-8dcf-00aa28b758db,2025/4/6,Expert,4,4,4,4,2,True,True,False,False,False,True,4,4,4,4,4,True,True,True,False,False,False,False,,
17249,Radiologists,Develop or monitor procedures to ensure adequate quality control of images.,5d37118e-c4f2-4437-8dcf-00aa28b758db,2025/4/6,Expert,4,2,3,1,2,True,True,True,True,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
1250,Credit Analysts,Analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money.,bf9ff604-abd2-480c-be4e-6d84398673e2,2025/4/6,Expert,2,4,5,5,5,False,False,False,False,False,False,4,4,5,5,5,False,True,True,True,True,True,True,FALSE,
1259,Credit Analysts,"Analyze financial data, such as income growth, quality of management, and market share to determine expected profitability of loans.",bf9ff604-abd2-480c-be4e-6d84398673e2,2025/4/6,Expert,2,2,5,3,4,False,False,False,False,False,False,1,2,4,3,3,False,True,True,False,True,True,False,FALSE,
1257,Credit Analysts,"Compare liquidity, profitability, and credit histories of establishments being evaluated with those of similar establishments in the same industries and geographic locations.",bf9ff604-abd2-480c-be4e-6d84398673e2,2025/4/6,Expert,3,2,5,3,4,True,False,True,False,True,True,1,2,4,3,3,False,False,True,False,True,True,True,,
3967,Technical Writers,Maintain records and files of work and revisions.,161cdfdf-bb55-45c5-814a-b7d43b878374,2025/4/7,Expert,3,4,5,1,5,True,False,True,False,False,True,1,5,2,4,2,False,False,False,False,False,False,False,,FALSE
3968,Technical Writers,"Edit, standardize, or make changes to material prepared by other writers or establishment personnel.",161cdfdf-bb55-45c5-814a-b7d43b878374,2025/4/7,Expert,2,2,5,2,5,False,False,False,False,False,False,1,5,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
3971,Technical Writers,"Select photographs, drawings, sketches, diagrams, and charts to illustrate material.",161cdfdf-bb55-45c5-814a-b7d43b878374,2025/4/7,Expert,2,1,5,1,5,False,False,False,False,False,False,1,3,2,5,2,False,False,False,False,False,False,False,FALSE,FALSE
20243,Technical Writers,Develop or maintain online help documentation.,161cdfdf-bb55-45c5-814a-b7d43b878374,2025/4/7,Expert,2,2,5,2,5,False,False,False,False,False,False,1,5,2,5,1,False,False,False,False,False,False,False,FALSE,FALSE
3975,Technical Writers,"Arrange for typing, duplication, and distribution of material.",161cdfdf-bb55-45c5-814a-b7d43b878374,2025/4/7,Expert,2,1,5,1,4,False,False,False,False,False,False,1,5,3,5,2,False,False,False,False,False,False,False,FALSE,FALSE
3977,Technical Writers,Analyze developments in specific field to determine need for revisions in previously published materials and development of new material.,161cdfdf-bb55-45c5-814a-b7d43b878374,2025/4/7,Expert,2,2,4,2,4,False,False,False,False,False,False,1,5,2,5,3,False,False,True,True,True,True,False,FALSE,
3966,Technical Writers,"Organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.",64b2cfe7-f525-44af-a60b-0015b28524a0,2025/4/7,Expert,3,1,5,1,3,False,False,False,False,False,False,5,3,4,4,4,True,True,True,False,True,True,False,To much at risk to automate entirely. AI can be leveraged only to an extent,
3967,Technical Writers,Maintain records and files of work and revisions.,64b2cfe7-f525-44af-a60b-0015b28524a0,2025/4/7,Expert,3,1,3,3,2,True,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
3968,Technical Writers,"Edit, standardize, or make changes to material prepared by other writers or establishment personnel.",64b2cfe7-f525-44af-a60b-0015b28524a0,2025/4/7,Expert,2,1,4,1,2,False,False,False,False,False,False,1,3,4,4,4,False,True,False,True,True,False,False,FALSE,
300,Graphic Designers,"Determine size and arrangement of illustrative material and copy, and select style and size of type.",7061d000-c416-4aae-82e1-81a760140248,2025/4/8,Expert,4,4,4,2,2,False,False,False,False,False,True,2,3,3,3,3,True,False,False,False,True,True,True,,
15228,Graphic Designers,"Maintain archive of images, photos, or previous work products.",7061d000-c416-4aae-82e1-81a760140248,2025/4/8,Expert,4,4,4,2,4,True,False,False,False,False,True,3,3,3,3,3,False,False,False,True,False,False,True,,
299,Graphic Designers,"Create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.",7061d000-c416-4aae-82e1-81a760140248,2025/4/8,Expert,4,4,4,3,1,False,False,False,False,False,True,3,4,3,4,3,False,False,False,False,False,False,True,,
18931,Fundraisers,Write and send letters of thanks to donors.,64430a70-696a-4c84-919b-2767c396f507,2025/4/8,Expert,4,1,1,1,3,True,False,False,False,False,False,1,3,1,2,3,False,False,False,True,False,False,False,,
19559,Training and Development Specialists,"Evaluate modes of training delivery, such as in-person or virtual, to optimize training effectiveness, training costs, or environmental impacts.",f347c133-0207-4188-b207-4b7ccaea8695,2025/4/9,Novice,3,2,2,2,4,True,True,False,False,False,False,3,3,4,3,4,True,True,False,False,False,False,False,,
98,Training and Development Specialists,"Monitor, evaluate, or record training activities or program effectiveness.",f347c133-0207-4188-b207-4b7ccaea8695,2025/4/9,Average,3,2,2,2,3,True,True,False,False,False,False,2,2,2,2,3,False,True,False,False,True,False,False,,
20474,Training and Development Specialists,"Design, plan, organize, or direct orientation and training programs for employees or customers.",f347c133-0207-4188-b207-4b7ccaea8695,2025/4/9,Average,3,2,3,3,3,True,False,True,True,False,False,3,3,3,3,4,True,False,False,False,True,False,False,,
18030,Regulatory Affairs Managers,"Maintain current knowledge of relevant regulations, including proposed and final rules.",7f07ca84-bc3d-4933-8eed-eb00b1befd6c,2025/4/10,Expert,3,2,5,3,5,False,False,True,False,False,False,3,3,4,2,2,False,False,False,False,False,False,False,,FALSE
18038,Regulatory Affairs Managers,Review materials such as marketing literature or user manuals to ensure that regulatory agency requirements are met.,7f07ca84-bc3d-4933-8eed-eb00b1befd6c,2025/4/10,Expert,3,2,5,3,4,False,False,True,False,False,False,4,5,3,2,3,True,True,False,False,True,False,False,,
18032,Regulatory Affairs Managers,Monitor emerging trends regarding industry regulations to determine potential impacts on organizational processes.,7f07ca84-bc3d-4933-8eed-eb00b1befd6c,2025/4/10,Expert,4,3,5,5,4,False,False,False,False,False,True,3,3,3,3,2,False,False,False,False,False,False,False,,FALSE
16135,Business Intelligence Analysts,"Maintain library of model documents, templates, or other reusable knowledge assets.",48625545-3c87-4217-ba6b-c1382122cf24,2025/4/29,Expert,2,1,3,2,2,False,False,False,False,False,False,2,2,3,4,3,False,True,True,False,True,True,True,FALSE,
16146,Business Intelligence Analysts,"Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.",48625545-3c87-4217-ba6b-c1382122cf24,2025/4/29,Expert,2,4,3,3,3,False,False,False,False,False,False,1,1,1,2,1,False,False,False,False,False,False,False,FALSE,FALSE
16136,Business Intelligence Analysts,"Identify or monitor current and potential customers, using business intelligence tools.",48625545-3c87-4217-ba6b-c1382122cf24,2025/4/29,Expert,2,2,3,3,4,False,False,False,False,False,False,3,3,2,3,3,True,False,True,True,True,True,False,FALSE,
7358,Tax Preparers,"Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables.",92580343-4ef0-4046-ba79-e4c7ae1acfa7,2025/4/29,Expert,2,5,5,2,5,False,False,False,False,False,False,2,5,5,5,5,False,True,False,True,False,False,True,FALSE,
7359,Tax Preparers,Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.,92580343-4ef0-4046-ba79-e4c7ae1acfa7,2025/4/29,Expert,2,5,5,2,5,False,False,False,False,False,False,2,2,5,5,5,False,True,True,True,True,False,True,FALSE,
7363,Tax Preparers,Furnish taxpayers with sufficient information and advice to ensure correct tax form completion.,92580343-4ef0-4046-ba79-e4c7ae1acfa7,2025/4/29,Expert,2,5,5,2,5,False,False,False,False,False,False,3,5,5,5,5,False,True,True,True,True,False,True,FALSE,
20363,Tax Preparers,Answer questions and provide future tax planning to clients.,92580343-4ef0-4046-ba79-e4c7ae1acfa7,2025/4/29,Expert,2,5,5,2,5,False,False,False,False,False,False,3,5,5,5,3,False,True,True,True,True,False,True,FALSE,
21165,Tax Preparers,Schedule appointments with clients.,92580343-4ef0-4046-ba79-e4c7ae1acfa7,2025/4/29,Expert,5,3,5,1,5,True,True,True,False,False,False,1,5,5,5,3,False,True,True,True,True,False,True,,
16284,Clinical Data Managers,"Process clinical data, including receipt, entry, verification, or filing of information.",aa9a4305-399b-467f-ad91-75854bc999fd,2025/4/30,Average,3,3,4,3,4,False,False,True,False,False,False,1,4,4,3,3,False,True,False,False,False,False,False,,
16270,Clinical Data Managers,Develop technical specifications for data management programming and communicate needs to information technology staff.,aa9a4305-399b-467f-ad91-75854bc999fd,2025/4/30,Novice,5,1,2,1,1,False,False,False,False,True,False,1,5,5,5,3,False,False,False,True,False,False,False,,
9754,Reservation and Transportation Ticket Agents and Travel Clerks,"Determine whether space is available on travel dates requested by customers, assigning requested spaces when available.",b06b87dc-7a04-4725-9233-4cbba29af98c,2025/5/1,Expert,1,5,5,1,4,False,False,False,False,False,False,3,5,4,5,5,True,True,True,True,True,True,True,FALSE,
9753,Reservation and Transportation Ticket Agents and Travel Clerks,"Assemble and issue required documentation, such as tickets, travel insurance policies, or itineraries.",b06b87dc-7a04-4725-9233-4cbba29af98c,2025/5/1,Expert,1,5,5,1,4,False,False,False,False,False,False,4,5,4,5,5,True,True,True,True,True,True,True,FALSE,
9756,Reservation and Transportation Ticket Agents and Travel Clerks,Maintain computerized inventories of available passenger space and provide information on space reserved or available.,b06b87dc-7a04-4725-9233-4cbba29af98c,2025/5/1,Expert,2,4,4,1,4,False,False,False,False,False,False,4,5,4,4,5,True,True,True,True,True,True,False,FALSE,
9755,Reservation and Transportation Ticket Agents and Travel Clerks,"Inform clients of essential travel information, such as travel times, transportation connections, or medical and visa requirements.",b06b87dc-7a04-4725-9233-4cbba29af98c,2025/5/1,Expert,1,4,5,1,4,False,False,False,False,False,False,4,5,4,4,5,True,True,True,True,True,True,False,FALSE,
9752,Reservation and Transportation Ticket Agents and Travel Clerks,"Answer inquiries regarding information, such as schedules, accommodations, procedures, or policies.",b06b87dc-7a04-4725-9233-4cbba29af98c,2025/5/1,Expert,1,4,4,1,4,False,False,False,False,False,False,4,5,4,4,5,True,True,True,True,True,True,True,FALSE,
9749,Reservation and Transportation Ticket Agents and Travel Clerks,"Plan routes, itineraries, and accommodation details, and compute fares and fees, using schedules, rate books, and computers.",b06b87dc-7a04-4725-9233-4cbba29af98c,2025/5/1,Expert,1,4,5,1,5,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,True,True,True,FALSE,
9751,Reservation and Transportation Ticket Agents and Travel Clerks,Prepare customer invoices and accept payment.,b06b87dc-7a04-4725-9233-4cbba29af98c,2025/5/1,Expert,1,4,5,2,4,False,False,False,False,False,False,3,3,2,3,3,False,False,False,False,True,False,False,FALSE,
9766,Reservation and Transportation Ticket Agents and Travel Clerks,"Provide customers with travel suggestions and information sources, such as guides, directories, brochures, or maps.",b06b87dc-7a04-4725-9233-4cbba29af98c,2025/5/1,Expert,1,4,4,1,4,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,False,True,True,FALSE,
21555,Appraisers and Assessors of Real Estate,Identify the ownership of each piece of taxable property.,4dbd281d-d6c5-4cfc-9557-73891024cee8,2025/4/10,Average,4,2,3,1,3,True,False,False,True,False,False,2,5,3,1,3,False,True,False,False,True,False,False,,
21552,Appraisers and Assessors of Real Estate,Collect and analyze relevant data to identify real estate market trends.,4dbd281d-d6c5-4cfc-9557-73891024cee8,2025/4/10,Average,2,1,2,3,1,False,False,False,False,False,False,4,4,5,3,3,True,False,True,False,False,True,False,FALSE,
21567,Appraisers and Assessors of Real Estate,Verify legal descriptions of properties by comparing them to county records.,4dbd281d-d6c5-4cfc-9557-73891024cee8,2025/4/10,Average,4,1,2,4,5,False,True,True,False,True,False,4,3,3,2,1,False,False,False,False,False,False,False,,FALSE
16140,Business Intelligence Analysts,Manage timely flow of business intelligence information to users.,48625545-3c87-4217-ba6b-c1382122cf24,2025/4/29,Expert,2,3,4,4,4,False,False,False,False,False,False,2,5,2,4,4,True,False,True,True,True,True,True,FALSE,
16143,Business Intelligence Analysts,"Disseminate information regarding tools, reports, or metadata enhancements.",48625545-3c87-4217-ba6b-c1382122cf24,2025/4/29,Expert,3,3,2,2,3,True,True,True,False,False,True,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
7362,Tax Preparers,"Review financial records, such as income statements and documentation of expenditures to determine forms needed to prepare tax returns.",92580343-4ef0-4046-ba79-e4c7ae1acfa7,2025/4/29,Expert,2,5,5,2,5,False,False,False,False,False,False,3,5,5,5,5,False,True,False,True,True,False,True,FALSE,
7364,Tax Preparers,Consult tax law handbooks or bulletins to determine procedures for preparation of atypical returns.,92580343-4ef0-4046-ba79-e4c7ae1acfa7,2025/4/29,Expert,2,3,5,2,5,False,False,False,False,False,False,3,5,5,5,5,False,True,True,True,True,False,True,FALSE,
7365,Tax Preparers,Calculate form preparation fees according to return complexity and processing time required.,92580343-4ef0-4046-ba79-e4c7ae1acfa7,2025/4/29,Expert,2,5,5,2,5,False,False,False,False,False,False,3,5,5,5,3,False,True,True,True,True,False,True,FALSE,
16280,Clinical Data Managers,"Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.",aa9a4305-399b-467f-ad91-75854bc999fd,2025/4/30,Average,4,2,4,3,3,False,False,False,False,False,True,1,1,4,5,1,False,False,False,False,False,False,False,,FALSE
18156,"Energy Engineers, Except Wind and Solar",Monitor and analyze energy consumption.,f91287d6-8362-4f8d-bebc-db3ec123e3d4,2025/4/30,Average,2,3,2,1,4,False,False,False,False,False,False,3,3,2,3,4,False,True,True,True,False,False,False,FALSE,
9762,Reservation and Transportation Ticket Agents and Travel Clerks,"Trace lost, delayed, or misdirected baggage for customers.",1f7ed540-3060-4a97-b28b-e79f2561c522,2025/5/1,Average,1,1,1,1,4,False,False,False,False,False,False,5,3,4,2,5,True,True,False,False,True,False,False,FALSE,
9754,Reservation and Transportation Ticket Agents and Travel Clerks,"Determine whether space is available on travel dates requested by customers, assigning requested spaces when available.",1f7ed540-3060-4a97-b28b-e79f2561c522,2025/5/1,Expert,1,4,5,2,5,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
9756,Reservation and Transportation Ticket Agents and Travel Clerks,Maintain computerized inventories of available passenger space and provide information on space reserved or available.,1f7ed540-3060-4a97-b28b-e79f2561c522,2025/5/1,Average,4,1,3,4,1,True,False,True,True,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
9755,Reservation and Transportation Ticket Agents and Travel Clerks,"Inform clients of essential travel information, such as travel times, transportation connections, or medical and visa requirements.",1f7ed540-3060-4a97-b28b-e79f2561c522,2025/5/1,Average,4,1,2,4,2,True,True,False,True,False,False,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
9752,Reservation and Transportation Ticket Agents and Travel Clerks,"Answer inquiries regarding information, such as schedules, accommodations, procedures, or policies.",1f7ed540-3060-4a97-b28b-e79f2561c522,2025/5/1,Expert,2,1,3,4,3,False,False,False,False,False,False,1,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
9751,Reservation and Transportation Ticket Agents and Travel Clerks,Prepare customer invoices and accept payment.,1f7ed540-3060-4a97-b28b-e79f2561c522,2025/5/1,Expert,1,1,2,4,4,False,False,False,False,False,False,1,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
9766,Reservation and Transportation Ticket Agents and Travel Clerks,"Provide customers with travel suggestions and information sources, such as guides, directories, brochures, or maps.",1f7ed540-3060-4a97-b28b-e79f2561c522,2025/5/1,Expert,1,1,4,4,5,False,False,False,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
9767,Reservation and Transportation Ticket Agents and Travel Clerks,Contact customers or travel agents to advise them of travel conveyance changes or to confirm reservations.,1f7ed540-3060-4a97-b28b-e79f2561c522,2025/5/1,Expert,1,1,3,3,2,False,False,False,False,False,False,1,2,1,2,1,False,False,False,False,False,False,False,FALSE,FALSE
15600,Clinical Research Coordinators,Maintain contact with sponsors to schedule and coordinate site visits or to answer questions about issues such as incomplete data.,4de8b025-51d0-48fc-a455-3c7f4ce28cd3,2025/5/3,Average,4,1,2,2,2,True,False,False,False,False,True,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
15598,Clinical Research Coordinators,Order drugs or devices necessary for study completion.,4de8b025-51d0-48fc-a455-3c7f4ce28cd3,2025/5/3,Average,4,1,2,3,2,True,True,True,False,False,True,1,1,2,2,1,False,False,False,False,False,False,False,,FALSE
3242,Advertising and Promotions Managers,Coordinate with the media to disseminate advertising.,88698d89-a26c-4914-8b0b-b6b480145372,2025/5/3,Expert,1,2,5,5,5,False,False,False,False,False,False,4,5,5,4,2,False,False,False,False,False,False,False,FALSE,FALSE
3243,Advertising and Promotions Managers,Contact organizations to explain services and facilities offered.,88698d89-a26c-4914-8b0b-b6b480145372,2025/5/3,Expert,1,4,5,5,5,False,False,False,False,False,False,1,5,4,5,2,False,False,False,False,False,False,False,FALSE,FALSE
1418,Mechanical Engineers,Provide feedback to design engineers on customer problems or needs.,9f2b02ce-8bf2-428d-a8f5-f408d5811e7a,2025/5/3,Novice,2,3,5,3,5,False,False,False,False,False,False,5,5,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
18912,Fundraisers,Develop strategies to encourage new or increased contributions.,3a7acd78-75b0-4906-bf0a-1add96ec6d87,2025/4/10,Expert,2,3,5,4,5,False,False,False,False,False,False,2,3,3,3,4,False,True,True,True,False,True,False,FALSE,
18911,Fundraisers,"Develop or implement fundraising activities, such as annual giving campaigns or direct mail programs.",3a7acd78-75b0-4906-bf0a-1add96ec6d87,2025/4/10,Expert,5,1,2,1,2,True,True,False,False,False,True,3,1,1,1,2,False,False,False,False,False,False,False,,FALSE
18908,Fundraisers,"Design or produce materials such as posters, Web sites, or newsletters to promote, market, or advertise fundraising events.",3a7acd78-75b0-4906-bf0a-1add96ec6d87,2025/4/10,Expert,3,2,3,1,3,True,False,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
16199,Video Game Designers,Balance and adjust gameplay experiences to ensure the critical and commercial success of the product.,b6239c04-1088-46d4-9804-41073b7c5ed1,2025/4/10,Average,3,1,2,1,2,True,False,True,False,True,False,1,3,3,4,3,False,True,True,True,True,False,False,,
16208,Video Game Designers,"Devise missions, challenges, or puzzles to be encountered in game play.",b6239c04-1088-46d4-9804-41073b7c5ed1,2025/4/10,Expert,2,3,4,4,4,False,False,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
16211,Video Game Designers,Create gameplay prototypes for presentation to creative and technical staff and management.,b6239c04-1088-46d4-9804-41073b7c5ed1,2025/4/10,Novice,4,1,1,1,2,True,False,False,False,False,False,3,5,1,2,2,False,False,False,False,False,False,False,,FALSE
16200,Video Game Designers,Write or supervise the writing of game text and dialogue.,b6239c04-1088-46d4-9804-41073b7c5ed1,2025/4/10,Average,3,2,2,2,2,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
14624,Computer and Information Research Scientists,Assign or schedule tasks to meet work priorities and goals.,6a92d9b2-af20-48d7-ab1f-98cc427bef09,2025/4/10,Novice,4,4,4,2,2,True,True,True,False,False,False,3,4,3,4,4,False,False,False,True,True,True,False,,
14633,Computer and Information Research Scientists,Design computers and the software that runs them.,6a92d9b2-af20-48d7-ab1f-98cc427bef09,2025/4/10,Expert,4,3,4,3,3,True,False,True,False,False,False,5,3,4,5,3,True,False,True,False,False,True,False,,
14625,Computer and Information Research Scientists,Evaluate project plans and proposals to assess feasibility issues.,6a92d9b2-af20-48d7-ab1f-98cc427bef09,2025/4/10,Novice,3,1,1,2,2,True,False,True,False,True,False,2,3,3,2,3,False,False,True,False,True,True,False,,
21457,Compliance Officers,Prepare correspondence to inform concerned parties of licensing decisions or appeals processes.,6f654cff-577e-475f-acff-682038a9e3da,2025/4/10,Novice,3,1,1,3,1,True,True,True,False,False,False,1,3,2,2,3,False,True,True,True,True,True,True,,
21447,Compliance Officers,"Evaluate applications, records, or documents to gather information about eligibility or liability issues.",6f654cff-577e-475f-acff-682038a9e3da,2025/4/10,Novice,4,1,1,3,1,True,True,True,False,False,False,1,3,3,3,3,False,True,True,True,True,True,True,,
21449,Compliance Officers,"Prepare reports of activities, evaluations, recommendations, or decisions.",6f654cff-577e-475f-acff-682038a9e3da,2025/4/10,Novice,4,1,1,3,1,True,False,True,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
7373,Mathematicians,"Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.",56ef8be5-e12e-4c6b-9cfa-f9fb6ed6c5aa,2025/4/10,Average,2,2,3,4,3,False,False,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
7368,Mathematicians,Develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.,56ef8be5-e12e-4c6b-9cfa-f9fb6ed6c5aa,2025/4/10,Average,1,4,5,5,4,False,False,False,False,False,False,1,2,1,5,3,False,True,False,False,True,False,False,FALSE,
7371,Mathematicians,Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.,56ef8be5-e12e-4c6b-9cfa-f9fb6ed6c5aa,2025/4/10,Average,3,1,2,1,2,True,True,False,False,False,False,1,1,4,4,4,False,True,True,False,True,False,False,,
12963,Social Science Research Assistants,Design and create special programs for tasks such as statistical analysis and data entry and cleaning.,9139a629-2356-42de-913f-bd56d3bc0b03,2025/4/10,Average,4,2,3,3,1,True,False,True,True,True,True,2,5,5,4,2,False,False,False,False,False,False,False,,FALSE
12968,Social Science Research Assistants,Recruit and schedule research participants.,9139a629-2356-42de-913f-bd56d3bc0b03,2025/4/10,Expert,3,4,3,3,4,True,False,True,False,False,True,4,5,4,3,4,True,True,False,True,True,True,True,,
23951,Public Relations Specialists,Post and update content on the company's Web site and social media outlets.,7bbe0cad-8b8b-49d6-b533-77fb14d42b8e,2025/4/10,Expert,3,3,3,2,3,True,True,False,True,False,False,1,2,2,3,3,False,True,True,False,True,False,False,,
20554,Public Relations Specialists,Write press releases or other media communications to promote clients.,7bbe0cad-8b8b-49d6-b533-77fb14d42b8e,2025/4/10,Average,3,1,4,4,3,True,False,False,True,False,True,3,2,3,2,3,False,True,True,True,True,True,True,,
20557,Public Relations Specialists,"Prepare or edit organizational publications, such as employee newsletters or stockholders' reports, for internal or external audiences.",7bbe0cad-8b8b-49d6-b533-77fb14d42b8e,2025/4/10,Average,4,1,4,3,2,False,False,False,True,True,False,3,4,5,4,4,False,True,True,True,True,True,True,,
1250,Credit Analysts,Analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money.,9a610f83-f7bc-4fd4-8082-1c581f961cf8,2025/4/11,Average,2,3,4,4,4,False,False,False,False,False,False,1,2,2,3,3,False,False,False,False,False,True,False,FALSE,"There are often specific reasons for a company’s financial performance in certain areas, a company may have had a bad quarter on paper but they were changing a product offering or had a data breach. Interpersonal communication helps derive a better understanding of why this might have happened rather than automatically assuming the company did poorly. "
1254,Credit Analysts,"Complete loan applications, including credit analyses and summaries of loan requests, and submit to loan committees for approval.",9a610f83-f7bc-4fd4-8082-1c581f961cf8,2025/4/11,Average,2,2,4,4,4,False,False,False,False,False,False,1,3,3,3,3,False,False,False,True,False,False,False,FALSE,
1255,Credit Analysts,"Generate financial ratios, using computer programs, to evaluate customers' financial status.",9a610f83-f7bc-4fd4-8082-1c581f961cf8,2025/4/11,Novice,3,2,3,4,3,False,True,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
1251,Credit Analysts,Prepare reports that include the degree of risk involved in extending credit or lending money.,9a610f83-f7bc-4fd4-8082-1c581f961cf8,2025/4/11,Average,2,3,3,3,4,False,False,False,False,False,False,1,2,3,3,3,False,False,True,False,False,False,False,FALSE,
1259,Credit Analysts,"Analyze financial data, such as income growth, quality of management, and market share to determine expected profitability of loans.",9a610f83-f7bc-4fd4-8082-1c581f961cf8,2025/4/11,Average,2,3,3,4,4,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1257,Credit Analysts,"Compare liquidity, profitability, and credit histories of establishments being evaluated with those of similar establishments in the same industries and geographic locations.",9a610f83-f7bc-4fd4-8082-1c581f961cf8,2025/4/11,Novice,2,1,2,2,3,False,False,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
23951,Public Relations Specialists,Post and update content on the company's Web site and social media outlets.,cbb5a42c-7bf9-4942-9a56-90e3342b5347,2025/4/11,Average,4,2,2,3,3,True,True,True,True,True,True,3,3,3,3,3,False,False,False,True,False,False,False,,
1259,Credit Analysts,"Analyze financial data, such as income growth, quality of management, and market share to determine expected profitability of loans.",e63595a8-bbe7-40ec-a09d-134c4c0efa92,2025/4/11,Average,2,4,4,1,4,False,False,False,False,False,False,3,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1257,Credit Analysts,"Compare liquidity, profitability, and credit histories of establishments being evaluated with those of similar establishments in the same industries and geographic locations.",e63595a8-bbe7-40ec-a09d-134c4c0efa92,2025/4/11,Average,3,2,2,1,2,True,False,False,False,False,False,3,1,2,2,2,False,False,False,False,False,False,False,,FALSE
1255,Credit Analysts,"Generate financial ratios, using computer programs, to evaluate customers' financial status.",e63595a8-bbe7-40ec-a09d-134c4c0efa92,2025/4/11,Average,3,2,2,2,2,True,False,False,False,False,False,3,2,3,2,2,False,False,False,False,False,False,False,,FALSE
18907,Fundraisers,Create or update donor databases.,fc584842-8981-4ffa-9df1-1ac2b8df417f,2025/4/11,Average,4,1,1,3,1,True,True,True,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
18912,Fundraisers,Develop strategies to encourage new or increased contributions.,fc584842-8981-4ffa-9df1-1ac2b8df417f,2025/4/11,Average,2,1,2,1,2,False,False,False,False,False,False,3,4,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
18911,Fundraisers,"Develop or implement fundraising activities, such as annual giving campaigns or direct mail programs.",fc584842-8981-4ffa-9df1-1ac2b8df417f,2025/4/11,Average,4,1,2,3,1,True,True,True,True,True,False,3,4,3,3,3,True,True,True,True,True,True,True,,
18926,Fundraisers,"Conduct research to identify the goals, net worth, charitable donation history, or other data related to potential donors, potential investors, or general donor markets.",fc584842-8981-4ffa-9df1-1ac2b8df417f,2025/4/11,Average,5,1,2,3,1,True,True,True,False,False,False,2,2,2,3,4,False,True,True,False,True,True,True,,
18932,Fundraisers,Write reports or prepare presentations to communicate fundraising program data.,fc584842-8981-4ffa-9df1-1ac2b8df417f,2025/4/11,Average,4,1,3,4,2,True,True,True,False,False,True,2,3,1,3,3,True,False,True,True,True,False,False,,
18908,Fundraisers,"Design or produce materials such as posters, Web sites, or newsletters to promote, market, or advertise fundraising events.",fc584842-8981-4ffa-9df1-1ac2b8df417f,2025/4/11,Expert,3,2,4,3,2,True,True,True,False,False,True,2,2,2,3,4,False,True,True,True,True,True,False,,
18924,Fundraisers,"Write speeches, press releases, or other promotional materials to increase awareness of the causes, missions, or goals of organizations seeking funds.",fc584842-8981-4ffa-9df1-1ac2b8df417f,2025/4/11,Expert,2,1,2,3,2,False,False,False,False,False,False,3,4,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
18918,Fundraisers,"Monitor budgets, expense reports, or other financial data for fundraising organizations.",fc584842-8981-4ffa-9df1-1ac2b8df417f,2025/4/11,Average,4,1,2,4,1,True,True,False,True,True,True,1,2,2,2,4,False,True,False,False,True,True,False,,
14625,Computer and Information Research Scientists,Evaluate project plans and proposals to assess feasibility issues.,c210fd0d-88e3-4423-a603-26bc29bc69f0,2025/4/11,Expert,4,1,1,1,1,True,False,False,False,False,True,1,2,1,5,5,False,True,True,False,False,False,False,,"In writing the proposal, I would like to tailor it to my own strengths and experiences, rather than using a generic approach that could apply to any researcher. Therefore, I believe it's important for me to be involved in shaping the direction of the proposal."
14633,Computer and Information Research Scientists,Design computers and the software that runs them.,c210fd0d-88e3-4423-a603-26bc29bc69f0,2025/4/11,Average,5,3,2,1,2,True,False,True,False,False,True,1,2,3,3,4,False,False,False,False,True,False,False,,
14636,Computer and Information Research Scientists,"Approve, prepare, monitor, and adjust operational budgets.",c210fd0d-88e3-4423-a603-26bc29bc69f0,2025/4/11,Novice,5,1,1,1,1,True,True,False,False,False,False,1,1,1,4,2,False,False,False,False,False,False,False,,FALSE
7371,Mathematicians,Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.,aadd6029-49eb-4da0-8b1b-2afc14cb3879,2025/4/11,Average,3,2,3,2,4,True,False,False,False,False,True,1,1,3,4,3,False,False,True,False,False,False,False,,
7372,Mathematicians,"Assemble sets of assumptions, and explore the consequences of each set.",aadd6029-49eb-4da0-8b1b-2afc14cb3879,2025/4/11,Average,1,3,4,3,4,False,False,False,False,False,False,1,1,2,5,4,False,False,True,False,True,False,False,FALSE,
7373,Mathematicians,"Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.",aadd6029-49eb-4da0-8b1b-2afc14cb3879,2025/4/11,Average,3,2,2,2,2,True,False,False,False,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
3966,Technical Writers,"Organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.",468e4864-ce38-4450-9244-d581daa9f215,2025/4/11,Expert,3,1,2,2,1,True,True,False,False,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
3967,Technical Writers,Maintain records and files of work and revisions.,468e4864-ce38-4450-9244-d581daa9f215,2025/4/11,Average,3,1,1,1,1,False,True,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
3968,Technical Writers,"Edit, standardize, or make changes to material prepared by other writers or establishment personnel.",468e4864-ce38-4450-9244-d581daa9f215,2025/4/11,Expert,1,1,3,4,1,False,False,False,False,False,False,1,3,2,4,4,False,False,True,False,True,False,False,FALSE,
7276,Management Analysts,Gather and organize information on problems or procedures.,52d20d43-7139-44da-abaa-952bf7774494,2025/4/11,Expert,3,2,2,1,4,False,False,False,False,True,True,1,3,3,4,3,False,True,True,True,True,False,False,I would like it to compile relevant information and bypass irrelevant information.,
7282,Management Analysts,"Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.",52d20d43-7139-44da-abaa-952bf7774494,2025/4/11,Expert,3,1,3,1,3,False,False,False,False,True,True,1,4,4,4,3,False,True,True,True,True,True,False,,
7285,Management Analysts,"Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.",52d20d43-7139-44da-abaa-952bf7774494,2025/4/11,Expert,3,1,3,1,2,True,False,False,True,True,True,1,4,4,3,3,False,True,True,True,True,True,False,,
7277,Management Analysts,Analyze data gathered and develop solutions or alternative methods of proceeding.,52d20d43-7139-44da-abaa-952bf7774494,2025/4/11,Expert,4,1,3,1,2,True,True,False,False,False,True,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
7372,Mathematicians,"Assemble sets of assumptions, and explore the consequences of each set.",34bd0adf-a315-48cc-a794-4d1312fb8165,2025/4/11,Average,3,2,4,4,5,False,False,True,False,True,True,1,4,2,5,3,False,False,True,False,True,False,False,,
7370,Mathematicians,Perform computations and apply methods of numerical analysis to data.,34bd0adf-a315-48cc-a794-4d1312fb8165,2025/4/11,Novice,5,1,2,1,1,True,True,True,True,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
7373,Mathematicians,"Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.",34bd0adf-a315-48cc-a794-4d1312fb8165,2025/4/11,Average,3,1,3,3,5,True,False,True,False,True,False,1,4,1,5,4,False,False,True,False,False,False,False,,The goal of the task is constantly changing and need human to guild the AI. 
16150,Business Intelligence Analysts,"Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.",474c23e9-9e54-4fd5-bdd4-04332d39f1a5,2025/4/12,Expert,2,3,4,2,4,False,False,False,False,False,False,1,2,5,5,4,False,True,True,False,True,False,True,FALSE,
16136,Business Intelligence Analysts,"Identify or monitor current and potential customers, using business intelligence tools.",474c23e9-9e54-4fd5-bdd4-04332d39f1a5,2025/4/12,Expert,3,2,3,1,2,True,False,True,False,False,True,1,4,3,3,3,False,True,False,False,False,True,False,,
16135,Business Intelligence Analysts,"Maintain library of model documents, templates, or other reusable knowledge assets.",474c23e9-9e54-4fd5-bdd4-04332d39f1a5,2025/4/12,Expert,5,1,2,1,1,True,True,True,False,False,False,1,2,1,2,3,False,False,True,True,False,False,False,,
11405,Data Entry Keyers,"Locate and correct data entry errors, or report them to supervisors.",b416328e-7d06-465b-81e7-fe92a8b3e6d6,2025/4/12,Average,4,3,4,3,4,True,True,False,False,False,True,2,4,4,3,4,False,True,False,False,True,True,True,,
11402,Data Entry Keyers,"Compile, sort, and verify the accuracy of data before it is entered.",b416328e-7d06-465b-81e7-fe92a8b3e6d6,2025/4/12,Average,3,3,4,2,4,True,True,False,False,False,True,2,3,4,4,3,False,True,True,False,True,False,False,,
11403,Data Entry Keyers,"Compare data with source documents, or re-enter data in verification format to detect errors.",b416328e-7d06-465b-81e7-fe92a8b3e6d6,2025/4/12,Average,4,3,3,4,3,True,True,False,False,True,False,3,2,3,3,4,False,True,False,False,True,False,False,,
11404,Data Entry Keyers,Store completed documents in appropriate locations.,b416328e-7d06-465b-81e7-fe92a8b3e6d6,2025/4/12,Average,4,3,2,2,4,True,True,True,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
11401,Data Entry Keyers,"Read source documents such as canceled checks, sales reports, or bills, and enter data in specific data fields or onto tapes or disks for subsequent entry, using keyboards or scanners.",b416328e-7d06-465b-81e7-fe92a8b3e6d6,2025/4/12,Novice,4,2,3,2,3,True,False,True,False,False,True,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
11406,Data Entry Keyers,Maintain logs of activities and completed work.,b416328e-7d06-465b-81e7-fe92a8b3e6d6,2025/4/12,Novice,4,1,1,2,3,True,False,True,False,False,True,2,2,2,1,2,False,False,False,False,False,False,False,,FALSE
982,Human Resources Managers,"Administer compensation, benefits, and performance management systems, and safety and recreation programs.",b1c82511-8953-4635-b74a-59263f84cb7a,2025/4/12,Average,5,1,1,2,1,False,False,False,True,False,False,1,5,4,5,3,False,True,True,True,False,True,False,ias. Using AI for Comp and Benefits Administration would diminish this sentiment.,
1002,Human Resources Managers,"Develop, administer, and evaluate applicant tests.",b1c82511-8953-4635-b74a-59263f84cb7a,2025/4/12,Average,4,1,1,2,1,True,True,False,False,False,False,1,2,3,3,4,False,False,False,False,True,False,False,,
22528,Producers and Directors,"Compile scripts, program notes, and other material related to productions.",e5c520fc-0c07-4050-b00c-f9efcd75d3b2,2025/4/13,Average,3,2,3,1,3,True,False,False,False,False,True,2,3,3,3,2,False,False,False,False,False,False,False,,FALSE
994,Human Resources Managers,Analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.,b1c82511-8953-4635-b74a-59263f84cb7a,2025/4/12,Average,1,2,4,2,4,False,False,False,False,False,False,1,5,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
12963,Social Science Research Assistants,Design and create special programs for tasks such as statistical analysis and data entry and cleaning.,e5757a31-d053-4c09-8f33-11fee36c1ef0,2025/4/12,Average,5,1,2,1,1,True,True,True,True,False,True,1,3,1,3,3,False,False,True,False,True,True,True,,
12955,Social Science Research Assistants,"Perform descriptive and multivariate statistical analyses of data, using computer software.",e5757a31-d053-4c09-8f33-11fee36c1ef0,2025/4/12,Average,5,1,2,1,3,True,True,True,False,False,True,1,2,1,3,2,False,False,False,False,False,False,False,,FALSE
12956,Social Science Research Assistants,"Verify the accuracy and validity of data entered in databases, correcting any errors.",e5757a31-d053-4c09-8f33-11fee36c1ef0,2025/4/12,Average,5,1,2,1,1,True,True,True,True,True,False,1,3,3,3,3,False,False,False,False,False,False,False,,
2487,"Bookkeeping, Accounting, and Auditing Clerks","Operate computers programmed with accounting software to record, store, and analyze information.",fd3c0505-19c5-40ec-945b-01011b7e114a,2025/4/12,Average,3,5,5,3,4,True,False,False,False,False,False,4,4,4,4,4,False,False,False,False,False,True,False,,
2486,"Bookkeeping, Accounting, and Auditing Clerks","Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.",fd3c0505-19c5-40ec-945b-01011b7e114a,2025/4/12,Average,3,3,4,2,4,False,True,False,False,False,True,2,2,2,2,3,False,False,False,False,True,False,False,,
2495,"Bookkeeping, Accounting, and Auditing Clerks","Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.",fd3c0505-19c5-40ec-945b-01011b7e114a,2025/4/12,Average,4,2,2,1,2,True,False,False,False,False,False,2,2,2,2,3,False,False,False,False,True,False,False,,
2493,"Bookkeeping, Accounting, and Auditing Clerks",Code documents according to company procedures.,fd3c0505-19c5-40ec-945b-01011b7e114a,2025/4/12,Average,4,1,1,1,2,True,False,False,False,False,False,2,2,2,2,3,False,False,False,False,True,False,False,,
2497,"Bookkeeping, Accounting, and Auditing Clerks","Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.",fd3c0505-19c5-40ec-945b-01011b7e114a,2025/4/12,Average,4,2,2,1,2,True,False,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
2496,"Bookkeeping, Accounting, and Auditing Clerks",Reconcile or note and report discrepancies found in records.,fd3c0505-19c5-40ec-945b-01011b7e114a,2025/4/12,Average,3,1,2,1,3,True,False,False,False,False,False,1,3,3,2,2,False,False,False,False,False,False,False,,FALSE
2494,"Bookkeeping, Accounting, and Auditing Clerks",Access computerized financial information to answer general questions as well as those related to specific accounts.,fd3c0505-19c5-40ec-945b-01011b7e114a,2025/4/12,Average,3,2,3,2,3,False,False,False,False,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
2490,"Bookkeeping, Accounting, and Auditing Clerks","Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.",fd3c0505-19c5-40ec-945b-01011b7e114a,2025/4/12,Average,3,4,4,2,4,False,False,False,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
2489,"Bookkeeping, Accounting, and Auditing Clerks","Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.",fd3c0505-19c5-40ec-945b-01011b7e114a,2025/4/12,Average,3,4,4,3,3,True,False,False,False,False,False,1,3,2,3,3,False,False,False,False,True,False,False,,
2509,"Bookkeeping, Accounting, and Auditing Clerks","Match order forms with invoices, and record the necessary information.",fd3c0505-19c5-40ec-945b-01011b7e114a,2025/4/12,Average,3,1,2,2,3,True,False,False,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
12955,Social Science Research Assistants,"Perform descriptive and multivariate statistical analyses of data, using computer software.",5c5f31a6-93a1-49e2-8a77-c612d7d9c3af,2025/4/12,Average,5,1,2,1,1,True,True,True,True,False,True,1,1,2,3,3,False,False,True,False,True,False,False,,
12960,Social Science Research Assistants,Conduct internet-based and library research.,5c5f31a6-93a1-49e2-8a77-c612d7d9c3af,2025/4/12,Average,3,2,2,1,3,True,False,True,False,False,True,1,2,2,3,3,False,False,True,False,True,False,False,,
19004,Computer Network Support Specialists,Back up network data.,b2eed374-136d-4308-917a-38e0051a3654,2025/4/12,Average,4,2,3,2,2,True,False,True,False,True,True,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
18991,Computer Network Support Specialists,Configure security settings or access permissions for groups or individuals.,b2eed374-136d-4308-917a-38e0051a3654,2025/4/12,Average,2,3,3,2,3,False,False,False,False,False,False,2,1,2,3,3,False,True,True,True,False,True,False,FALSE,
19003,Computer Network Support Specialists,Analyze and report computer network security breaches or attempted breaches.,b2eed374-136d-4308-917a-38e0051a3654,2025/4/12,Average,2,3,3,3,2,False,False,False,False,False,False,3,2,3,3,3,False,False,True,True,False,True,False,FALSE,
18993,Computer Network Support Specialists,Document network support activities.,b2eed374-136d-4308-917a-38e0051a3654,2025/4/12,Average,2,3,5,3,3,False,False,False,False,False,False,3,3,2,3,3,False,False,False,False,False,False,False,FALSE,
18992,Computer Network Support Specialists,Configure wide area network (WAN) or local area network (LAN) routers or related equipment.,b2eed374-136d-4308-917a-38e0051a3654,2025/4/12,Average,3,2,2,3,2,False,False,True,True,False,True,2,2,3,2,2,False,False,False,False,False,False,False,,FALSE
19002,Computer Network Support Specialists,Troubleshoot network or connectivity problems for users or user groups.,b2eed374-136d-4308-917a-38e0051a3654,2025/4/12,Average,1,3,2,2,1,False,False,False,False,False,False,3,3,3,2,3,False,False,False,False,False,False,False,FALSE,
19010,Computer Network Support Specialists,Provide telephone support related to networking or connectivity issues.,b2eed374-136d-4308-917a-38e0051a3654,2025/4/12,Average,2,2,3,3,3,False,False,False,False,False,False,2,2,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
11405,Data Entry Keyers,"Locate and correct data entry errors, or report them to supervisors.",a5e5c77b-87c1-4abb-aa8f-75cdd448264a,2025/4/13,Expert,4,1,4,1,2,True,True,True,False,False,True,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
11402,Data Entry Keyers,"Compile, sort, and verify the accuracy of data before it is entered.",a5e5c77b-87c1-4abb-aa8f-75cdd448264a,2025/4/13,Expert,4,2,4,1,2,True,True,True,False,False,True,1,2,4,4,3,False,True,True,False,True,True,False,,
11403,Data Entry Keyers,"Compare data with source documents, or re-enter data in verification format to detect errors.",a5e5c77b-87c1-4abb-aa8f-75cdd448264a,2025/4/13,Expert,5,1,3,1,1,True,True,True,False,False,True,1,1,3,2,2,False,False,False,False,False,False,False,,FALSE
11404,Data Entry Keyers,Store completed documents in appropriate locations.,a5e5c77b-87c1-4abb-aa8f-75cdd448264a,2025/4/13,Expert,5,1,2,1,1,True,True,True,False,False,True,1,1,2,2,1,False,False,False,False,False,False,False,,FALSE
11406,Data Entry Keyers,Maintain logs of activities and completed work.,a5e5c77b-87c1-4abb-aa8f-75cdd448264a,2025/4/13,Expert,3,2,2,1,2,True,True,True,True,False,True,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
22539,Producers and Directors,Write and submit proposals to bid on contracts for projects.,e5c520fc-0c07-4050-b00c-f9efcd75d3b2,2025/4/13,Average,2,3,4,3,1,False,False,False,False,False,False,1,5,4,4,3,False,False,False,True,True,False,False,FALSE,
5160,Proofreaders and Copy Markers,Read corrected copies or proofs to ensure that all corrections have been made.,25f647a9-f2d1-41d5-8f45-fec3e1e847c5,2025/4/13,Novice,2,4,4,2,3,False,False,False,False,False,False,1,2,2,4,4,False,True,True,True,True,True,True,FALSE,Writing captures many emotions. Words and they're definitions don't begin to capture it. AI would struggle to meet demands of authors emotional stories.
5158,Proofreaders and Copy Markers,"Correct or record omissions, errors, or inconsistencies found.",25f647a9-f2d1-41d5-8f45-fec3e1e847c5,2025/4/13,Novice,1,2,4,1,5,False,False,False,False,False,False,1,3,2,4,1,False,False,False,False,False,False,False,FALSE,FALSE
5163,Proofreaders and Copy Markers,"Route proofs with marked corrections to authors, editors, typists, or typesetters for correction or reprinting.",25f647a9-f2d1-41d5-8f45-fec3e1e847c5,2025/4/13,Novice,2,1,2,1,1,False,False,False,False,False,False,1,2,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
20908,Proofreaders and Copy Markers,"Archive documents, conduct research, and read copy, using the internet and various computer programs.",25f647a9-f2d1-41d5-8f45-fec3e1e847c5,2025/4/13,Novice,4,3,4,1,3,False,False,False,False,False,True,1,1,1,3,3,False,False,True,False,True,True,True,Greater resource pool of research.,
19010,Computer Network Support Specialists,Provide telephone support related to networking or connectivity issues.,3066e05c-facc-4b0b-9740-438c88fc63af,2025/4/13,Expert,4,3,5,1,1,True,True,True,True,True,True,2,3,3,3,2,False,False,False,False,False,False,False,,FALSE
3226,Advertising and Promotions Managers,"Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to specifications.",acb3ade2-18db-408d-8f40-958bed0a759e,2025/4/13,Expert,4,4,4,4,2,False,False,True,True,False,False,3,3,3,3,4,False,True,False,True,False,False,False,,
3242,Advertising and Promotions Managers,Coordinate with the media to disseminate advertising.,acb3ade2-18db-408d-8f40-958bed0a759e,2025/4/13,Expert,4,2,3,2,2,False,False,False,False,False,True,3,3,3,3,3,False,False,False,True,False,True,False,,
3223,Advertising and Promotions Managers,Prepare budgets and submit estimates for program costs as part of campaign plan development.,acb3ade2-18db-408d-8f40-958bed0a759e,2025/4/13,Expert,3,3,3,3,1,False,False,False,False,False,True,3,3,3,3,3,False,False,False,False,False,True,True,,
19004,Computer Network Support Specialists,Back up network data.,a13e7337-cf96-4acb-a2be-fb48fda68ef7,2025/4/13,Average,1,1,1,1,1,False,False,False,False,False,False,1,2,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
18991,Computer Network Support Specialists,Configure security settings or access permissions for groups or individuals.,a13e7337-cf96-4acb-a2be-fb48fda68ef7,2025/4/13,Expert,3,1,1,1,3,True,True,True,False,False,False,2,2,1,2,2,False,False,False,False,False,False,False,,FALSE
19003,Computer Network Support Specialists,Analyze and report computer network security breaches or attempted breaches.,a13e7337-cf96-4acb-a2be-fb48fda68ef7,2025/4/13,Average,1,1,1,1,1,False,False,False,False,False,False,2,2,2,2,3,False,True,True,True,False,False,False,FALSE,
18992,Computer Network Support Specialists,Configure wide area network (WAN) or local area network (LAN) routers or related equipment.,a13e7337-cf96-4acb-a2be-fb48fda68ef7,2025/4/13,Novice,1,1,1,1,1,False,False,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
19011,Computer Network Support Specialists,Research hardware or software products to meet technical networking or security needs.,a13e7337-cf96-4acb-a2be-fb48fda68ef7,2025/4/13,Average,1,1,1,1,1,False,False,False,False,False,False,3,2,2,3,1,False,False,False,False,False,False,False,FALSE,FALSE
3394,Budget Analysts,Analyze monthly department budgeting and accounting reports to maintain expenditure controls.,4f363931-1886-4a63-8984-82b05d2958d7,2025/4/13,Expert,3,3,3,4,2,False,False,False,False,True,True,3,3,3,3,3,False,True,True,True,False,False,False,,
3395,Budget Analysts,Direct the preparation of regular and special budget reports.,4f363931-1886-4a63-8984-82b05d2958d7,2025/4/13,Novice,4,2,2,3,2,False,False,False,False,False,True,3,2,3,2,2,False,False,False,False,False,False,False,,FALSE
1300,Database Administrators,"Test programs or databases, correct errors, and make necessary modifications.",3332d78f-8b6a-4fab-9903-76b9f4f2728e,2025/4/13,Expert,3,3,3,3,1,True,True,False,False,False,True,3,2,2,3,2,False,False,False,False,False,False,False,,FALSE
1305,Database Administrators,Specify users and user access levels for each segment of database.,3332d78f-8b6a-4fab-9903-76b9f4f2728e,2025/4/13,Average,3,3,3,2,2,False,False,False,False,False,True,3,3,3,3,2,False,False,False,False,False,False,False,,FALSE
9416,Medical Transcriptionists,"Return dictated reports in printed or electronic form for physician's review, signature, and corrections and for inclusion in patients' medical records.",bd2536ea-33ce-4139-9b00-7085936becc7,2025/4/13,Expert,4,4,4,4,2,False,True,False,True,False,True,2,2,3,4,2,False,False,False,False,False,False,False,,FALSE
9421,Medical Transcriptionists,"Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material.",bd2536ea-33ce-4139-9b00-7085936becc7,2025/4/13,Expert,3,3,3,3,1,True,True,True,False,False,False,2,2,2,4,3,False,False,False,False,False,False,True,,
9414,Medical Transcriptionists,"Review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology.",bd2536ea-33ce-4139-9b00-7085936becc7,2025/4/13,Expert,4,4,3,3,1,True,True,False,False,False,False,3,3,3,3,3,False,False,False,False,False,False,True,,
8955,Statisticians,"Identify relationships and trends in data, as well as any factors that could affect the results of research.",5a8469e7-0587-475c-9e0a-3109ebb04971,2025/4/13,Average,4,4,4,4,2,True,False,False,True,True,False,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
8957,Statisticians,"Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.",5a8469e7-0587-475c-9e0a-3109ebb04971,2025/4/13,Average,5,1,1,1,1,True,True,True,False,False,False,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
8954,Statisticians,"Process large amounts of data for statistical modeling and graphic analysis, using computers.",5a8469e7-0587-475c-9e0a-3109ebb04971,2025/4/13,Average,5,1,2,1,1,True,True,True,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
8957,Statisticians,"Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.",d11856d3-0111-4926-85e5-943e9cb87c6b,2025/4/13,Average,4,2,2,1,1,True,True,False,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
8953,Statisticians,"Report results of statistical analyses, including information in the form of graphs, charts, and tables.",d11856d3-0111-4926-85e5-943e9cb87c6b,2025/4/13,Novice,4,2,2,1,2,True,False,False,False,True,False,1,1,2,3,3,False,False,True,False,True,False,False,,
8954,Statisticians,"Process large amounts of data for statistical modeling and graphic analysis, using computers.",d11856d3-0111-4926-85e5-943e9cb87c6b,2025/4/13,Novice,4,1,1,1,1,True,True,False,False,False,False,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
8961,Statisticians,"Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.",d11856d3-0111-4926-85e5-943e9cb87c6b,2025/4/13,Expert,1,4,5,3,5,False,False,False,False,False,False,1,3,5,5,5,False,True,True,False,True,True,True,FALSE,
22522,Producers and Directors,"Research production topics using the internet, video archives, and other informational sources.",e5c520fc-0c07-4050-b00c-f9efcd75d3b2,2025/4/13,Average,2,4,5,2,3,False,False,False,False,False,False,2,4,4,4,3,True,True,False,True,False,True,False,FALSE,
22532,Producers and Directors,"Perform management activities, such as budgeting, scheduling, planning, and marketing.",e5c520fc-0c07-4050-b00c-f9efcd75d3b2,2025/4/13,Expert,3,3,4,2,2,True,False,False,False,False,True,3,3,4,2,3,False,False,True,True,True,False,False,,
22527,Producers and Directors,Conduct meetings with staff to discuss production progress and to ensure production objectives are attained.,e5c520fc-0c07-4050-b00c-f9efcd75d3b2,2025/4/13,Average,2,2,3,3,2,False,False,False,False,False,False,4,5,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
22529,Producers and Directors,"Perform administrative duties, such as preparing operational reports, distributing rehearsal call sheets and script copies, and arranging for rehearsal quarters.",e5c520fc-0c07-4050-b00c-f9efcd75d3b2,2025/4/13,Expert,4,3,2,1,2,True,True,False,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,,FALSE
8953,Statisticians,"Report results of statistical analyses, including information in the form of graphs, charts, and tables.",668664c8-d126-47f8-8bd9-c89c4b1c9217,2025/4/13,Expert,3,4,5,4,3,True,True,True,False,False,False,1,4,3,4,3,False,False,True,True,True,False,False,,
8957,Statisticians,"Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.",668664c8-d126-47f8-8bd9-c89c4b1c9217,2025/4/13,Average,2,3,4,2,3,False,False,False,False,False,False,1,4,4,5,3,False,True,True,False,True,False,False,FALSE,
3586,Petroleum Engineers,Maintain records of drilling and production operations.,cb954882-2c6b-4fb6-87e0-c4e6263154cd,2025/4/13,Expert,5,1,2,1,1,True,True,True,True,False,True,3,2,2,2,2,False,False,False,False,False,False,False,,FALSE
3580,Petroleum Engineers,"Monitor production rates, and plan rework processes to improve production.",cb954882-2c6b-4fb6-87e0-c4e6263154cd,2025/4/13,Expert,3,3,3,2,3,True,True,True,False,True,True,3,3,4,4,3,False,False,True,True,True,True,False,,
3581,Petroleum Engineers,Analyze data to recommend placement of wells and supplementary processes to enhance production.,cb954882-2c6b-4fb6-87e0-c4e6263154cd,2025/4/13,Average,2,1,5,3,3,False,False,False,False,False,False,3,4,5,5,4,False,False,True,True,True,True,True,FALSE,
3590,Petroleum Engineers,Assign work to staff to obtain maximum utilization of personnel.,cb954882-2c6b-4fb6-87e0-c4e6263154cd,2025/4/13,Average,4,1,2,1,1,True,True,True,False,False,True,4,4,3,2,5,False,True,False,True,False,True,True,,
4618,Telemarketers,"Deliver prepared sales talks, reading from scripts that describe products or services, to persuade potential customers to purchase a product or service or to make a donation.",f2f10962-fa36-41a4-945e-b5dd9fd9543a,2025/4/13,Expert,4,5,5,3,3,True,True,True,True,True,True,1,5,3,4,4,False,True,True,True,True,True,True,,
4620,Telemarketers,"Explain products or services and prices, and answer questions from customers.",f2f10962-fa36-41a4-945e-b5dd9fd9543a,2025/4/13,Expert,2,5,5,3,5,False,False,False,False,False,False,1,4,3,3,3,False,False,True,True,True,False,True,FALSE,
4623,Telemarketers,Adjust sales scripts to better target the needs and interests of specific individuals.,f2f10962-fa36-41a4-945e-b5dd9fd9543a,2025/4/13,Expert,4,3,4,3,4,True,True,False,False,False,False,1,2,2,3,3,False,False,False,False,False,False,False,,
4628,Telemarketers,Schedule appointments for sales representatives to meet with prospective customers or for customers to attend sales presentations.,f2f10962-fa36-41a4-945e-b5dd9fd9543a,2025/4/13,Expert,5,5,4,3,3,True,False,False,True,True,True,1,5,5,5,4,False,False,False,False,False,False,False,,
15973,Sustainability Specialists,Provide technical or administrative support for sustainability programs or issues.,cca140a8-e39f-425e-a180-3f2df582e3cb,2025/4/13,Average,5,4,4,3,2,True,False,False,False,False,False,2,4,2,2,3,False,False,True,False,False,False,False,,
16208,Video Game Designers,"Devise missions, challenges, or puzzles to be encountered in game play.",901bc914-d2f6-4a71-830f-e4e800a6d5b6,2025/4/14,Average,2,3,3,5,5,False,False,False,False,False,False,1,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
16217,Video Game Designers,"Create core game features, including storylines, role-play mechanics, and character biographies for a new video game or game franchise.",901bc914-d2f6-4a71-830f-e4e800a6d5b6,2025/4/14,Average,2,4,5,5,5,False,False,False,False,False,False,1,4,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
16214,Video Game Designers,Conduct regular design reviews throughout the game development process.,901bc914-d2f6-4a71-830f-e4e800a6d5b6,2025/4/14,Novice,3,1,2,1,2,False,True,False,False,False,True,1,3,5,4,3,False,False,True,False,True,False,True,,
16209,Video Game Designers,"Develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.",901bc914-d2f6-4a71-830f-e4e800a6d5b6,2025/4/14,Average,1,3,5,4,4,False,False,False,False,False,False,1,3,4,5,5,False,False,True,False,True,False,True,FALSE,
16203,Video Game Designers,Prepare two-dimensional concept layouts or three-dimensional mock-ups.,901bc914-d2f6-4a71-830f-e4e800a6d5b6,2025/4/14,Novice,2,1,2,1,3,False,False,False,False,False,False,1,2,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
16194,Video Game Designers,"Review or evaluate competitive products, film, music, television, and other art forms to generate new game design ideas.",901bc914-d2f6-4a71-830f-e4e800a6d5b6,2025/4/14,Average,1,1,2,1,2,False,False,False,False,False,False,1,1,3,2,3,False,False,False,False,False,False,True,FALSE,
16200,Video Game Designers,Write or supervise the writing of game text and dialogue.,901bc914-d2f6-4a71-830f-e4e800a6d5b6,2025/4/14,Average,1,2,5,4,5,False,False,False,False,False,False,1,1,1,1,5,False,False,False,False,False,False,False,FALSE,It is a very creative process; if AI were to be used it would be only to provide inspiration and not to do any of the writing. I would prefer to do 100% of the writing by myself as I really love creative writing.
14670,Computer Systems Engineers/Architects,Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.,70500d15-d407-429a-97ea-107b964f3b77,2025/4/14,Average,1,1,3,1,3,False,False,False,False,False,False,1,5,5,4,2,False,False,False,False,False,False,False,FALSE,FALSE
14673,Computer Systems Engineers/Architects,"Identify system data, hardware, or software components required to meet user needs.",70500d15-d407-429a-97ea-107b964f3b77,2025/4/14,Expert,2,2,5,1,4,False,False,False,False,False,False,1,5,5,5,1,False,False,False,False,False,False,False,FALSE,FALSE
14686,Computer Systems Engineers/Architects,"Research, test, or verify proper functioning of software patches and fixes.",70500d15-d407-429a-97ea-107b964f3b77,2025/4/14,Average,3,3,4,1,2,True,True,True,True,False,True,1,3,4,5,3,False,True,True,True,True,True,True,,
14667,Computer Systems Engineers/Architects,"Provide advice on project costs, design concepts, or design changes.",70500d15-d407-429a-97ea-107b964f3b77,2025/4/14,Expert,2,2,5,1,4,False,False,False,False,False,False,1,5,5,5,1,False,False,False,False,False,False,False,FALSE,FALSE
14672,Computer Systems Engineers/Architects,Provide technical guidance or support for the development or troubleshooting of systems.,70500d15-d407-429a-97ea-107b964f3b77,2025/4/14,Average,3,3,2,1,3,True,True,True,True,False,True,1,3,3,5,3,False,True,True,True,True,True,True,,
14687,Computer Systems Engineers/Architects,"Communicate project information through presentations, technical reports, or white papers.",70500d15-d407-429a-97ea-107b964f3b77,2025/4/14,Expert,1,2,5,1,5,False,False,False,False,False,False,1,5,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
14681,Computer Systems Engineers/Architects,"Define and analyze objectives, scope, issues, or organizational impact of information systems.",70500d15-d407-429a-97ea-107b964f3b77,2025/4/14,Expert,2,3,5,1,5,False,False,False,False,False,False,1,5,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
14675,Computer Systems Engineers/Architects,Monitor system operation to detect potential problems.,70500d15-d407-429a-97ea-107b964f3b77,2025/4/14,Average,3,1,3,1,2,True,True,True,False,False,True,1,3,3,5,3,False,True,True,True,True,True,True,,
14683,Computer Systems Engineers/Architects,Design and conduct hardware or software tests.,70500d15-d407-429a-97ea-107b964f3b77,2025/4/14,Average,4,1,4,1,2,True,True,True,True,True,True,1,2,3,4,3,False,True,True,True,True,True,True,,
14671,Computer Systems Engineers/Architects,"Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.",70500d15-d407-429a-97ea-107b964f3b77,2025/4/14,Average,2,2,5,1,4,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
7372,Mathematicians,"Assemble sets of assumptions, and explore the consequences of each set.",2505df12-bae9-4ee7-a817-7e5e7624e3a3,2025/4/14,Average,5,3,4,4,4,False,False,False,False,True,True,1,1,1,5,3,False,False,False,False,False,True,False,,
7370,Mathematicians,Perform computations and apply methods of numerical analysis to data.,2505df12-bae9-4ee7-a817-7e5e7624e3a3,2025/4/14,Average,5,1,1,1,1,True,True,False,False,False,True,2,1,2,3,2,False,False,False,False,False,False,False,,FALSE
7371,Mathematicians,Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.,2505df12-bae9-4ee7-a817-7e5e7624e3a3,2025/4/14,Expert,4,2,4,4,3,False,False,True,False,True,True,3,2,3,5,5,False,False,True,False,True,True,False,,
8954,Statisticians,"Process large amounts of data for statistical modeling and graphic analysis, using computers.",f624fbab-cf8e-4188-acfb-d2b2173d25b9,2025/4/14,Expert,5,3,5,1,5,True,False,True,False,False,True,1,5,3,5,3,False,True,True,True,False,False,False,,
8953,Statisticians,"Report results of statistical analyses, including information in the form of graphs, charts, and tables.",f624fbab-cf8e-4188-acfb-d2b2173d25b9,2025/4/14,Expert,5,3,5,1,5,True,False,True,False,False,True,1,4,3,5,3,False,True,True,False,False,False,False,,
8955,Statisticians,"Identify relationships and trends in data, as well as any factors that could affect the results of research.",f624fbab-cf8e-4188-acfb-d2b2173d25b9,2025/4/14,Expert,5,3,5,1,4,True,False,True,False,False,True,1,5,3,5,3,False,True,True,True,False,False,False,,
2487,"Bookkeeping, Accounting, and Auditing Clerks","Operate computers programmed with accounting software to record, store, and analyze information.",c5cca849-fad2-4d24-a47e-46648c3df5a2,2025/4/14,Expert,3,4,4,2,4,False,False,False,False,True,True,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
2486,"Bookkeeping, Accounting, and Auditing Clerks","Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.",c5cca849-fad2-4d24-a47e-46648c3df5a2,2025/4/14,Expert,2,2,4,2,4,False,False,False,False,False,False,1,1,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
2497,"Bookkeeping, Accounting, and Auditing Clerks","Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.",c5cca849-fad2-4d24-a47e-46648c3df5a2,2025/4/14,Expert,3,1,4,2,3,False,True,False,False,False,True,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
2496,"Bookkeeping, Accounting, and Auditing Clerks",Reconcile or note and report discrepancies found in records.,c5cca849-fad2-4d24-a47e-46648c3df5a2,2025/4/14,Expert,2,2,4,2,4,False,False,False,False,False,False,1,1,3,4,4,False,True,True,False,True,True,True,FALSE,All recons are different and could be quite complicated to figure out without background (which is sometimes only stored in human minds)
2490,"Bookkeeping, Accounting, and Auditing Clerks","Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.",c5cca849-fad2-4d24-a47e-46648c3df5a2,2025/4/14,Expert,3,2,2,2,2,False,True,False,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
2501,"Bookkeeping, Accounting, and Auditing Clerks","Calculate and prepare checks for utilities, taxes, and other payments.",c5cca849-fad2-4d24-a47e-46648c3df5a2,2025/4/14,Expert,2,1,3,2,3,False,False,False,False,False,False,1,1,3,3,3,False,False,False,False,False,True,False,FALSE,Cash flow must be considered when paying bills
2503,"Bookkeeping, Accounting, and Auditing Clerks",Reconcile records of bank transactions.,c5cca849-fad2-4d24-a47e-46648c3df5a2,2025/4/14,Expert,3,1,4,1,2,True,True,False,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
2491,"Bookkeeping, Accounting, and Auditing Clerks","Calculate, prepare, and issue bills, invoices, account statements, and other financial statements according to established procedures.",c5cca849-fad2-4d24-a47e-46648c3df5a2,2025/4/14,Average,2,1,2,2,3,False,False,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
9758,Reservation and Transportation Ticket Agents and Travel Clerks,Examine passenger documentation to determine destinations and to assign boarding passes.,7e47bda4-2cb1-46d7-874e-7b7faed5facf,2025/4/14,Expert,5,4,2,5,1,True,False,False,False,False,True,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
9755,Reservation and Transportation Ticket Agents and Travel Clerks,"Inform clients of essential travel information, such as travel times, transportation connections, or medical and visa requirements.",7e47bda4-2cb1-46d7-874e-7b7faed5facf,2025/4/14,Expert,5,3,2,5,1,False,True,True,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
9752,Reservation and Transportation Ticket Agents and Travel Clerks,"Answer inquiries regarding information, such as schedules, accommodations, procedures, or policies.",7e47bda4-2cb1-46d7-874e-7b7faed5facf,2025/4/14,Expert,4,2,2,4,1,False,True,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
9751,Reservation and Transportation Ticket Agents and Travel Clerks,Prepare customer invoices and accept payment.,7e47bda4-2cb1-46d7-874e-7b7faed5facf,2025/4/14,Expert,4,3,1,4,1,False,True,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
8956,Statisticians,Analyze and interpret statistical data to identify significant differences in relationships among sources of information.,f8f40921-e140-4926-b10d-ac51e750bf44,2025/4/14,Average,5,2,3,4,3,False,False,True,False,False,False,1,1,3,1,4,False,False,True,False,True,False,False,,
8953,Statisticians,"Report results of statistical analyses, including information in the form of graphs, charts, and tables.",f8f40921-e140-4926-b10d-ac51e750bf44,2025/4/14,Average,4,2,3,5,2,False,False,True,False,False,False,2,1,1,2,3,False,False,True,False,True,False,False,,
8954,Statisticians,"Process large amounts of data for statistical modeling and graphic analysis, using computers.",f8f40921-e140-4926-b10d-ac51e750bf44,2025/4/14,Average,4,2,4,3,2,False,False,True,False,False,False,2,1,2,3,4,False,False,False,False,True,False,False,,
2487,"Bookkeeping, Accounting, and Auditing Clerks","Operate computers programmed with accounting software to record, store, and analyze information.",a7086741-1b9a-4f5d-ae45-4ff327fcc8a9,2025/4/14,Expert,3,3,3,4,3,False,False,True,False,False,False,3,4,1,4,3,False,False,True,False,False,False,False,,
2493,"Bookkeeping, Accounting, and Auditing Clerks",Code documents according to company procedures.,a7086741-1b9a-4f5d-ae45-4ff327fcc8a9,2025/4/14,Expert,4,5,3,5,3,True,False,False,False,False,False,2,5,2,5,4,False,False,False,False,False,True,False,,
2497,"Bookkeeping, Accounting, and Auditing Clerks","Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.",a7086741-1b9a-4f5d-ae45-4ff327fcc8a9,2025/4/14,Average,5,2,3,5,3,False,False,False,True,False,False,4,5,4,5,4,True,False,False,False,False,False,False,,
2496,"Bookkeeping, Accounting, and Auditing Clerks",Reconcile or note and report discrepancies found in records.,a7086741-1b9a-4f5d-ae45-4ff327fcc8a9,2025/4/14,Expert,2,2,5,5,2,False,False,False,False,False,False,2,4,4,5,3,False,False,True,False,False,False,False,FALSE,
2494,"Bookkeeping, Accounting, and Auditing Clerks",Access computerized financial information to answer general questions as well as those related to specific accounts.,a7086741-1b9a-4f5d-ae45-4ff327fcc8a9,2025/4/14,Expert,3,4,5,5,4,False,False,True,False,False,False,4,4,4,5,5,True,False,False,False,False,False,False,,
2490,"Bookkeeping, Accounting, and Auditing Clerks","Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.",a7086741-1b9a-4f5d-ae45-4ff327fcc8a9,2025/4/14,Expert,2,3,5,5,3,False,False,False,False,False,False,3,4,4,5,4,True,False,False,False,False,False,False,FALSE,
2489,"Bookkeeping, Accounting, and Auditing Clerks","Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.",a7086741-1b9a-4f5d-ae45-4ff327fcc8a9,2025/4/14,Average,5,2,5,5,3,False,False,False,True,False,False,3,3,4,5,4,True,False,False,False,False,False,False,,
2509,"Bookkeeping, Accounting, and Auditing Clerks","Match order forms with invoices, and record the necessary information.",a7086741-1b9a-4f5d-ae45-4ff327fcc8a9,2025/4/14,Novice,2,5,4,5,4,False,False,False,False,False,False,4,3,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
18561,"Bookkeeping, Accounting, and Auditing Clerks",Prepare and process payroll information.,a7086741-1b9a-4f5d-ae45-4ff327fcc8a9,2025/4/14,Expert,2,2,5,5,3,False,False,False,False,False,False,3,4,4,5,3,True,False,False,False,False,False,False,FALSE,
2501,"Bookkeeping, Accounting, and Auditing Clerks","Calculate and prepare checks for utilities, taxes, and other payments.",a7086741-1b9a-4f5d-ae45-4ff327fcc8a9,2025/4/14,Expert,3,3,4,5,3,False,False,False,False,True,False,3,4,3,5,3,False,False,False,True,False,False,False,,
2487,"Bookkeeping, Accounting, and Auditing Clerks","Operate computers programmed with accounting software to record, store, and analyze information.",9e0c3539-b4a3-4ce2-b73b-911d4a8536d3,2025/4/14,Average,3,2,4,4,2,True,False,False,False,False,False,2,3,1,2,3,False,False,False,False,False,False,False,,
2495,"Bookkeeping, Accounting, and Auditing Clerks","Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.",9e0c3539-b4a3-4ce2-b73b-911d4a8536d3,2025/4/14,Expert,3,2,3,4,2,True,False,True,False,False,False,2,4,2,3,3,False,False,False,False,False,False,False,,
2493,"Bookkeeping, Accounting, and Auditing Clerks",Code documents according to company procedures.,9e0c3539-b4a3-4ce2-b73b-911d4a8536d3,2025/4/14,Novice,3,1,2,3,1,False,False,False,False,False,False,2,3,3,3,3,False,False,False,False,False,False,False,,
2497,"Bookkeeping, Accounting, and Auditing Clerks","Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.",9e0c3539-b4a3-4ce2-b73b-911d4a8536d3,2025/4/14,Novice,3,2,3,4,2,False,False,False,False,False,False,1,4,2,4,3,False,False,False,False,False,False,False,,
2496,"Bookkeeping, Accounting, and Auditing Clerks",Reconcile or note and report discrepancies found in records.,9e0c3539-b4a3-4ce2-b73b-911d4a8536d3,2025/4/14,Novice,3,1,3,4,2,False,False,False,False,False,False,1,4,2,4,3,False,False,False,False,False,False,False,,
2494,"Bookkeeping, Accounting, and Auditing Clerks",Access computerized financial information to answer general questions as well as those related to specific accounts.,9e0c3539-b4a3-4ce2-b73b-911d4a8536d3,2025/4/14,Average,3,1,2,4,2,False,False,False,False,False,False,1,4,2,4,3,False,False,False,False,False,False,False,,
2490,"Bookkeeping, Accounting, and Auditing Clerks","Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.",9e0c3539-b4a3-4ce2-b73b-911d4a8536d3,2025/4/14,Average,3,1,2,4,1,False,False,False,False,False,False,1,5,3,5,3,False,False,False,False,False,False,False,,
2489,"Bookkeeping, Accounting, and Auditing Clerks","Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.",9e0c3539-b4a3-4ce2-b73b-911d4a8536d3,2025/4/14,Average,3,1,3,4,1,False,False,False,False,False,False,1,4,3,5,3,False,False,False,False,False,False,False,,
2509,"Bookkeeping, Accounting, and Auditing Clerks","Match order forms with invoices, and record the necessary information.",9e0c3539-b4a3-4ce2-b73b-911d4a8536d3,2025/4/14,Average,2,2,3,5,1,False,False,False,False,False,False,1,4,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
18561,"Bookkeeping, Accounting, and Auditing Clerks",Prepare and process payroll information.,9e0c3539-b4a3-4ce2-b73b-911d4a8536d3,2025/4/14,Expert,2,2,3,5,1,False,False,False,False,False,False,1,4,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
20846,Cost Estimators,Collect historical cost data to estimate costs for current or future products.,4ea47915-a525-4253-8381-fe2e51183e93,2025/4/14,Average,2,1,3,4,3,False,False,False,False,False,False,5,4,3,5,3,True,True,True,True,True,True,True,FALSE,
84,Cost Estimators,"Prepare estimates used by management for purposes such as planning, organizing, and scheduling work.",4ea47915-a525-4253-8381-fe2e51183e93,2025/4/14,Average,2,5,5,5,5,False,False,False,False,False,False,2,4,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
80,Cost Estimators,"Analyze blueprints and other documentation to prepare time, cost, materials, and labor estimates.",4ea47915-a525-4253-8381-fe2e51183e93,2025/4/14,Average,2,5,5,5,5,False,False,False,False,False,False,2,2,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
87,Cost Estimators,Prepare cost and expenditure statements and other necessary documentation at regular intervals for the duration of the project.,4ea47915-a525-4253-8381-fe2e51183e93,2025/4/14,Average,4,1,3,1,3,True,True,True,False,False,True,1,1,2,2,4,False,False,False,False,True,False,False,,
12960,Social Science Research Assistants,Conduct internet-based and library research.,0e7e3269-6d8e-466e-b4c4-453c69f2e199,2025/4/14,Average,3,3,4,2,2,True,False,False,True,False,False,4,2,4,4,4,False,True,True,False,True,False,True,,
12968,Social Science Research Assistants,Recruit and schedule research participants.,0e7e3269-6d8e-466e-b4c4-453c69f2e199,2025/4/14,Average,5,1,2,1,1,True,True,False,False,False,False,1,4,1,2,2,False,False,False,False,False,False,False,,FALSE
21447,Compliance Officers,"Evaluate applications, records, or documents to gather information about eligibility or liability issues.",d0129879-9b2f-4750-9e7b-060b53235ed4,2025/4/14,Expert,3,2,5,2,4,True,False,True,False,False,True,2,2,4,3,2,False,False,False,False,False,False,False,,FALSE
21449,Compliance Officers,"Prepare reports of activities, evaluations, recommendations, or decisions.",d0129879-9b2f-4750-9e7b-060b53235ed4,2025/4/14,Expert,3,2,3,4,2,False,False,True,False,False,True,1,3,4,4,3,False,True,True,True,True,False,False,,
21457,Compliance Officers,Prepare correspondence to inform concerned parties of licensing decisions or appeals processes.,d0129879-9b2f-4750-9e7b-060b53235ed4,2025/4/14,Average,4,1,2,1,2,True,False,True,True,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
3395,Budget Analysts,Direct the preparation of regular and special budget reports.,ce7c919c-02fc-40d4-b706-9640ab23f855,2025/4/14,Average,3,4,4,4,3,True,False,False,True,True,False,3,4,3,2,2,False,False,False,False,False,False,False,,FALSE
3401,Budget Analysts,Review operating budgets to analyze trends affecting budget needs.,ce7c919c-02fc-40d4-b706-9640ab23f855,2025/4/14,Novice,5,3,2,5,4,False,False,True,False,False,False,4,3,3,3,4,False,False,False,False,False,True,False,,
8961,Statisticians,"Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.",b19df847-1096-4014-9e18-422682758655,2025/4/15,Average,2,3,4,3,3,False,False,False,False,False,False,4,4,3,4,4,False,True,True,True,False,True,False,FALSE,
8953,Statisticians,"Report results of statistical analyses, including information in the form of graphs, charts, and tables.",b19df847-1096-4014-9e18-422682758655,2025/4/15,Average,4,2,3,2,3,True,True,True,True,False,False,2,3,2,3,3,False,False,True,False,True,False,False,,
8956,Statisticians,Analyze and interpret statistical data to identify significant differences in relationships among sources of information.,b19df847-1096-4014-9e18-422682758655,2025/4/15,Average,4,1,2,1,2,True,True,False,False,False,True,2,1,2,2,4,False,False,True,False,True,False,False,,
14717,Web Developers,Establish appropriate server directory trees.,54d26d7b-d476-42b8-94f8-17590c2fc0d9,2025/4/15,Average,4,2,3,1,1,True,True,False,False,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
18278,Precision Agriculture Technicians,"Program farm equipment, such as variable-rate planting equipment or pesticide sprayers, based on input from crop scouting and analysis of field condition variability.",20837437-7d68-48a5-8025-39e107a6075f,2025/4/15,Average,5,1,3,2,5,True,False,False,False,False,False,1,2,1,3,1,False,False,False,False,False,False,False,,FALSE
18293,Precision Agriculture Technicians,"Analyze remote sensing imagery to identify relationships between soil quality, crop canopy densities, light reflectance, and weather history.",20837437-7d68-48a5-8025-39e107a6075f,2025/4/15,Average,2,3,4,3,5,False,False,False,False,False,False,4,3,3,5,1,False,False,False,False,False,False,False,FALSE,FALSE
1764,Public Relations Specialists,Respond to requests for information from the media or designate an appropriate spokesperson or information source.,84b03091-0631-4c57-a590-2ddf5061b6bd,2025/4/15,Expert,3,2,4,1,5,False,False,True,False,False,False,3,3,3,4,1,False,False,False,False,False,False,False,,FALSE
23951,Public Relations Specialists,Post and update content on the company's Web site and social media outlets.,84b03091-0631-4c57-a590-2ddf5061b6bd,2025/4/15,Expert,4,2,5,1,5,False,False,True,False,False,False,3,2,3,5,1,False,False,False,False,False,False,False,,FALSE
20554,Public Relations Specialists,Write press releases or other media communications to promote clients.,84b03091-0631-4c57-a590-2ddf5061b6bd,2025/4/15,Expert,5,3,5,2,4,True,False,False,False,False,False,3,3,4,5,1,False,False,False,False,False,False,False,,FALSE
1254,Credit Analysts,"Complete loan applications, including credit analyses and summaries of loan requests, and submit to loan committees for approval.",6ca50f59-f188-4514-b757-1e87c382d182,2025/4/15,Novice,3,1,4,1,2,False,False,False,False,True,True,1,5,5,5,5,False,True,True,True,True,True,True,,"Company provided financials are subjected to Non-Disclosure Agreement, which is not allow to distribute on any outside platform. "
1255,Credit Analysts,"Generate financial ratios, using computer programs, to evaluate customers' financial status.",6ca50f59-f188-4514-b757-1e87c382d182,2025/4/15,Expert,5,3,4,3,3,True,True,True,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
1259,Credit Analysts,"Analyze financial data, such as income growth, quality of management, and market share to determine expected profitability of loans.",6ca50f59-f188-4514-b757-1e87c382d182,2025/4/15,Average,4,2,5,2,2,False,False,False,True,True,False,1,4,3,5,4,False,True,True,True,True,True,True,,
14717,Web Developers,Establish appropriate server directory trees.,ca47f9e0-a20f-4208-a864-0e17a246f82d,2025/4/15,Average,2,2,4,2,4,False,False,False,False,False,False,1,2,2,3,3,True,True,True,True,True,True,True,FALSE,
11370,"Production, Planning, and Expediting Clerks",Distribute production schedules or work orders to departments.,6ef2b2b0-1391-419d-a844-453a1e2731bd,2025/4/15,Expert,5,1,4,1,4,True,True,True,False,False,True,1,2,1,1,1,False,False,False,False,False,False,False,,FALSE
11369,"Production, Planning, and Expediting Clerks","Calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers.",6ef2b2b0-1391-419d-a844-453a1e2731bd,2025/4/15,Expert,5,3,5,1,4,True,True,True,False,True,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
11375,"Production, Planning, and Expediting Clerks","Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts.",6ef2b2b0-1391-419d-a844-453a1e2731bd,2025/4/15,Expert,5,3,4,1,4,True,True,True,True,False,False,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
16171,Information Technology Project Managers,Develop and manage work breakdown structure (WBS) of information technology projects.,b2efd415-bcf4-4465-8ff5-34e2dd167f01,2025/4/15,Average,3,3,4,3,3,True,False,False,True,True,True,2,3,2,3,3,True,True,True,False,False,True,True,,
2797,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Review work done by others to check for correct spelling and grammar, ensure that company format policies are followed, and recommend revisions.",90e1743f-f954-4f16-a5e0-799dfbe74ac2,2025/4/15,Expert,2,3,4,4,4,False,False,False,False,False,False,1,5,4,3,3,False,False,False,False,True,False,False,FALSE,
2806,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Provide services to customers, such as order placement or account information.",90e1743f-f954-4f16-a5e0-799dfbe74ac2,2025/4/15,Expert,4,4,2,1,5,True,False,False,True,False,False,1,4,1,2,3,False,False,False,True,False,False,False,,
16171,Information Technology Project Managers,Develop and manage work breakdown structure (WBS) of information technology projects.,e5c920fc-7893-4b9b-b5c0-58aca98c82be,2025/4/15,Average,3,3,3,2,3,False,False,True,False,False,False,3,3,4,2,2,False,False,False,False,False,False,False,,FALSE
19826,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Present information to customers about the energy efficiency or environmental impact of scientific or technical products.,56ec71ec-e980-4894-936c-ab54451616c2,2025/4/15,Expert,5,4,4,4,3,False,False,False,True,False,False,1,2,1,2,1,False,False,False,False,False,False,False,,FALSE
16192,Search Marketing Strategists,"Collect and analyze Web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.",06d12941-222c-4e93-8e0c-bae335bdf477,2025/4/15,Expert,4,2,2,1,3,False,False,False,True,False,False,1,1,3,4,2,False,False,False,False,False,False,False,,FALSE
20326,Search Marketing Strategists,Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns.,06d12941-222c-4e93-8e0c-bae335bdf477,2025/4/15,Expert,3,3,4,2,2,False,False,False,False,True,False,1,3,3,4,3,False,False,False,False,False,True,False,,
20321,Search Marketing Strategists,Create content strategies for digital media.,06d12941-222c-4e93-8e0c-bae335bdf477,2025/4/15,Expert,4,5,5,2,3,False,True,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
299,Graphic Designers,"Create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.",154d3d46-b504-4842-aff0-22ba96f3eaf3,2025/4/15,Average,2,5,5,4,4,False,False,False,False,False,False,1,4,3,5,4,True,True,True,True,True,True,True,FALSE,
303,Graphic Designers,"Draw and print charts, graphs, illustrations, and other artwork, using computer.",154d3d46-b504-4842-aff0-22ba96f3eaf3,2025/4/15,Expert,2,5,5,3,4,False,False,False,False,False,False,1,2,2,3,3,True,True,True,True,True,True,True,FALSE,
300,Graphic Designers,"Determine size and arrangement of illustrative material and copy, and select style and size of type.",154d3d46-b504-4842-aff0-22ba96f3eaf3,2025/4/15,Average,2,5,5,3,4,False,False,False,False,False,False,1,4,3,4,3,True,False,True,True,True,True,False,FALSE,
3900,Media Technical Directors/Managers,Schedule use of studio and editing facilities for producers and engineering and maintenance staff.,48a69306-2617-4b65-ae9f-80f156ac167e,2025/4/15,Expert,2,2,2,1,3,False,False,False,False,False,False,2,1,2,2,3,False,False,False,True,False,False,False,FALSE,
3897,Media Technical Directors/Managers,Observe pictures through monitors and direct camera and video staff concerning shading and composition.,48a69306-2617-4b65-ae9f-80f156ac167e,2025/4/15,Expert,4,3,3,3,2,True,False,False,False,False,False,3,4,3,2,4,False,True,False,False,False,False,False,,
3905,Media Technical Directors/Managers,"Set up and execute video transitions and special effects, such as fades, dissolves, cuts, keys, and supers, using computers to manipulate pictures as necessary.",48a69306-2617-4b65-ae9f-80f156ac167e,2025/4/15,Average,2,2,2,3,2,False,False,False,False,False,False,2,2,2,2,4,False,False,False,False,True,False,False,FALSE,
1300,Database Administrators,"Test programs or databases, correct errors, and make necessary modifications.",76d19606-a69d-428a-8dbb-62791cee39cc,2025/4/15,Average,3,2,5,2,5,False,False,False,False,False,True,1,5,3,2,2,False,False,False,False,False,False,False,,FALSE
1301,Database Administrators,"Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.",76d19606-a69d-428a-8dbb-62791cee39cc,2025/4/15,Expert,3,1,5,2,5,True,False,False,False,False,False,3,4,3,1,3,False,False,False,False,True,False,False,,
1299,Database Administrators,Modify existing databases and database management systems or direct programmers and analysts to make changes.,76d19606-a69d-428a-8dbb-62791cee39cc,2025/4/15,Expert,2,1,5,2,3,False,False,False,False,False,False,2,3,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
1305,Database Administrators,Specify users and user access levels for each segment of database.,76d19606-a69d-428a-8dbb-62791cee39cc,2025/4/15,Average,2,2,2,2,4,False,False,False,False,False,False,2,2,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1314,Database Administrators,"Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.",76d19606-a69d-428a-8dbb-62791cee39cc,2025/4/15,Average,3,3,4,3,4,False,False,True,False,False,True,3,3,3,3,4,False,False,False,False,False,False,False,,
9421,Medical Transcriptionists,"Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material.",038e917f-82ec-40e5-b228-21dfa2f9877e,2025/4/15,Expert,3,3,4,4,5,True,False,False,False,False,False,4,1,4,4,1,False,False,False,False,False,False,False,,FALSE
9423,Medical Transcriptionists,"Set up and maintain medical files and databases, including records such as x-ray, lab, and procedure reports, medical histories, diagnostic workups, admission and discharge summaries, and clinical resumes.",038e917f-82ec-40e5-b228-21dfa2f9877e,2025/4/15,Average,4,4,3,1,4,False,False,False,False,False,True,4,2,4,4,1,False,False,False,False,False,False,False,,FALSE
9415,Medical Transcriptionists,"Distinguish between homonyms and recognize inconsistencies and mistakes in medical terms, referring to dictionaries, drug references, and other sources on anatomy, physiology, and medicine.",038e917f-82ec-40e5-b228-21dfa2f9877e,2025/4/15,Average,5,3,3,3,4,True,False,False,False,False,False,4,2,3,4,2,False,False,False,False,False,False,False,,FALSE
9417,Medical Transcriptionists,Translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care facility records.,038e917f-82ec-40e5-b228-21dfa2f9877e,2025/4/15,Average,4,3,2,3,4,True,False,False,False,False,False,2,4,4,4,3,True,False,False,False,False,False,False,,
1002,Human Resources Managers,"Develop, administer, and evaluate applicant tests.",16092852-dcaf-4ae1-9d60-821664c6a6e1,2025/4/15,Average,3,4,5,3,3,True,False,True,False,False,True,3,3,2,3,3,True,False,False,False,False,True,True,,
994,Human Resources Managers,Analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.,16092852-dcaf-4ae1-9d60-821664c6a6e1,2025/4/15,Average,2,3,3,2,3,False,False,False,False,False,False,2,2,3,3,3,False,False,False,False,True,False,False,FALSE,
16171,Information Technology Project Managers,Develop and manage work breakdown structure (WBS) of information technology projects.,f375b1dd-cf9c-4f5d-82f4-b4e674b902d0,2025/4/15,Average,3,2,3,3,4,True,False,True,True,True,True,3,3,3,4,3,False,False,False,False,False,False,False,,
1002,Human Resources Managers,"Develop, administer, and evaluate applicant tests.",ba0ab000-c7a5-4ade-a8d7-21fa7258d8f7,2025/4/15,Average,4,4,4,5,3,True,True,True,False,False,True,1,1,2,2,5,False,True,False,True,True,False,False,,
7373,Mathematicians,"Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.",d50e6866-7b42-4b8f-bdd0-68940527c29d,2025/4/15,Average,3,4,4,3,4,False,False,False,False,False,True,4,4,4,3,3,False,False,False,False,False,True,False,,
7372,Mathematicians,"Assemble sets of assumptions, and explore the consequences of each set.",d50e6866-7b42-4b8f-bdd0-68940527c29d,2025/4/15,Average,1,3,4,3,4,False,False,False,False,False,False,3,4,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
7370,Mathematicians,Perform computations and apply methods of numerical analysis to data.,d50e6866-7b42-4b8f-bdd0-68940527c29d,2025/4/15,Average,1,3,4,2,3,False,False,False,False,False,False,2,3,2,3,3,False,False,False,False,False,False,False,FALSE,
2587,Customer Service Representatives,Review insurance policy terms to determine whether a particular loss is covered by insurance.,9e5c4d16-2fa1-490b-a8b4-0a4044691c3d,2025/4/15,Average,3,3,4,4,3,False,True,False,True,True,False,4,4,4,4,4,False,True,True,False,True,False,True,,
20483,"Architects, Except Landscape and Naval",Develop final construction plans that include aesthetic representations of the structure or details for its construction.,d9f71cd1-63e3-48ec-be47-0353d0fc05fb,2025/4/15,Average,2,2,3,2,3,False,False,False,False,False,False,4,3,2,3,3,False,False,False,False,False,False,False,FALSE,
130,"Architects, Except Landscape and Naval","Prepare information regarding design, structure specifications, materials, color, equipment, estimated costs, or construction time.",d9f71cd1-63e3-48ec-be47-0353d0fc05fb,2025/4/15,Novice,1,2,4,4,4,False,False,False,False,False,False,4,3,3,3,3,False,False,False,False,False,False,False,FALSE,
19594,"Architects, Except Landscape and Naval",Gather information related to projects' environmental sustainability or operational efficiency.,d9f71cd1-63e3-48ec-be47-0353d0fc05fb,2025/4/15,Expert,4,5,3,4,4,True,False,False,True,False,True,3,3,3,2,3,False,False,False,False,False,False,False,,
98,Training and Development Specialists,"Monitor, evaluate, or record training activities or program effectiveness.",b6315e70-df1a-464a-b265-a75f20e7b10a,2025/4/15,Average,3,4,5,3,5,False,True,True,True,False,False,4,5,3,5,3,False,False,False,False,False,False,False,,
102,Training and Development Specialists,Develop alternative training methods if expected improvements are not seen.,b6315e70-df1a-464a-b265-a75f20e7b10a,2025/4/15,Average,3,4,4,3,5,True,True,False,True,False,False,5,5,3,3,3,True,True,True,True,False,True,False,,
19559,Training and Development Specialists,"Evaluate modes of training delivery, such as in-person or virtual, to optimize training effectiveness, training costs, or environmental impacts.",b6315e70-df1a-464a-b265-a75f20e7b10a,2025/4/15,Average,3,2,4,3,3,True,False,False,False,False,True,3,3,3,3,4,False,False,True,True,False,False,True,,
20491,Civil Engineers,"Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.",9a05ada2-4496-4ae5-bd62-aa2f4172b684,2025/4/15,Average,4,2,4,1,4,False,True,False,False,False,True,3,4,2,3,4,False,False,False,False,False,False,False,,
147,Civil Engineers,"Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.",9a05ada2-4496-4ae5-bd62-aa2f4172b684,2025/4/15,Expert,2,4,5,1,1,False,False,False,False,False,False,4,3,3,5,3,False,False,False,False,False,False,False,FALSE,
151,Civil Engineers,"Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.",9a05ada2-4496-4ae5-bd62-aa2f4172b684,2025/4/15,Expert,2,4,3,4,1,False,False,False,False,False,False,1,5,3,3,3,True,True,True,False,False,False,False,FALSE,
15415,Quality Control Systems Managers,Review and update standard operating procedures or quality assurance manuals.,aeeeb08e-ca1e-4e8d-85b9-366bbeb50021,2025/4/15,Novice,5,2,3,3,1,True,False,False,False,False,False,1,1,3,3,5,False,False,True,False,True,False,False,,
15430,Quality Control Systems Managers,Monitor performance of quality control systems to ensure effectiveness and efficiency.,aeeeb08e-ca1e-4e8d-85b9-366bbeb50021,2025/4/15,Average,2,4,4,2,3,False,False,False,False,False,False,2,3,2,2,3,False,True,False,True,True,True,False,FALSE,
15428,Quality Control Systems Managers,Analyze quality control test results and provide feedback and interpretation to production management or staff.,aeeeb08e-ca1e-4e8d-85b9-366bbeb50021,2025/4/15,Average,1,3,2,3,3,False,False,False,False,False,False,3,4,2,3,3,True,True,True,True,True,False,False,FALSE,
4618,Telemarketers,"Deliver prepared sales talks, reading from scripts that describe products or services, to persuade potential customers to purchase a product or service or to make a donation.",1710ca13-c4d4-4ffe-ae82-d5d6d1c6b43e,2025/4/15,Average,4,4,4,2,3,True,True,False,True,False,False,4,4,2,5,3,False,False,False,True,False,False,False,,
4620,Telemarketers,"Explain products or services and prices, and answer questions from customers.",1710ca13-c4d4-4ffe-ae82-d5d6d1c6b43e,2025/4/15,Average,3,3,4,2,4,True,False,False,False,False,False,3,2,2,4,4,False,False,True,False,False,False,False,,
4621,Telemarketers,"Obtain customer information such as name, address, and payment method, and enter orders into computers.",1710ca13-c4d4-4ffe-ae82-d5d6d1c6b43e,2025/4/15,Average,5,2,2,1,1,True,True,False,False,False,True,1,5,1,1,1,False,False,False,False,False,False,False,,FALSE
14717,Web Developers,Establish appropriate server directory trees.,9cc071a0-0f2f-4e8b-9c01-44422a3d742f,2025/4/15,Average,5,4,4,2,5,True,False,True,False,False,True,1,2,3,5,2,False,False,False,False,False,False,False,,FALSE
16192,Search Marketing Strategists,"Collect and analyze Web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.",4482d972-d0cf-42ab-b961-754ffc6e7eb3,2025/4/15,Average,5,2,4,3,1,True,False,False,False,False,False,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
16190,Search Marketing Strategists,Optimize Web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.,4482d972-d0cf-42ab-b961-754ffc6e7eb3,2025/4/15,Average,4,4,4,3,5,False,True,False,False,False,False,3,2,2,3,4,False,False,False,False,True,False,False,,
20319,Search Marketing Strategists,Combine secondary data sources with keyword research to more accurately profile and satisfy user intent.,4482d972-d0cf-42ab-b961-754ffc6e7eb3,2025/4/15,Expert,2,4,5,2,5,False,False,False,False,False,False,4,4,4,1,5,False,False,False,False,True,False,False,FALSE,
20330,Search Marketing Strategists,Optimize shopping cart experience or Web site conversion rates against Key Performance Indicators (KPIs).,4482d972-d0cf-42ab-b961-754ffc6e7eb3,2025/4/15,Expert,5,5,5,3,5,False,False,False,False,False,True,5,3,4,2,4,False,False,True,False,False,False,False,,
20475,Training and Development Specialists,"Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.",3ccbd220-7b33-4174-9a55-f79243914c59,2025/4/15,Expert,4,2,3,3,2,True,True,False,False,False,True,3,2,1,5,2,False,False,False,False,False,False,False,,FALSE
93,Training and Development Specialists,"Keep up with developments in area of expertise by reading current journals, books, or magazine articles.",3ccbd220-7b33-4174-9a55-f79243914c59,2025/4/15,Average,2,2,4,1,4,False,False,False,False,False,False,1,3,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
98,Training and Development Specialists,"Monitor, evaluate, or record training activities or program effectiveness.",3ccbd220-7b33-4174-9a55-f79243914c59,2025/4/15,Average,4,1,3,1,2,True,True,False,False,False,True,3,5,2,3,4,False,False,True,True,False,True,False,,
9357,Photographers,"Enhance, retouch, and resize photographs and negatives, using airbrushing and other techniques.",b48c497f-68c2-4d5c-93da-a861eca9ee4e,2025/4/15,Expert,4,4,5,2,4,True,False,True,True,True,True,1,2,2,4,3,True,True,True,True,True,True,True,,
9351,Photographers,"Estimate or measure light levels, distances, and numbers of exposures needed, using measuring devices and formulas.",b48c497f-68c2-4d5c-93da-a861eca9ee4e,2025/4/15,Expert,3,3,4,2,3,True,False,True,True,True,True,4,2,3,4,3,True,True,True,True,True,True,True,,
9354,Photographers,"Perform general office duties, such as scheduling appointments, keeping books, and ordering supplies.",b48c497f-68c2-4d5c-93da-a861eca9ee4e,2025/4/15,Expert,4,2,2,1,2,True,True,True,True,True,True,2,3,2,2,2,False,False,False,False,False,False,False,,FALSE
1300,Database Administrators,"Test programs or databases, correct errors, and make necessary modifications.",91ce7f55-5154-482e-a090-cc7d07453148,2025/4/15,Average,3,3,3,2,3,True,True,True,False,False,True,3,3,3,4,2,False,False,False,False,False,False,False,,FALSE
1299,Database Administrators,Modify existing databases and database management systems or direct programmers and analysts to make changes.,91ce7f55-5154-482e-a090-cc7d07453148,2025/4/15,Novice,3,4,3,3,3,True,False,True,False,False,True,3,3,2,3,3,False,False,False,False,False,False,False,,
1301,Database Administrators,"Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.",91ce7f55-5154-482e-a090-cc7d07453148,2025/4/15,Average,3,3,3,2,3,True,False,True,False,False,True,3,2,2,3,3,True,False,True,False,True,True,False,,
7368,Mathematicians,Develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.,7660da08-540e-40ed-bf2a-39755e915e7a,2025/4/15,Expert,2,3,5,5,5,False,False,False,False,False,False,5,3,5,5,5,False,False,False,False,False,False,False,FALSE,
7371,Mathematicians,Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.,7660da08-540e-40ed-bf2a-39755e915e7a,2025/4/15,Expert,3,3,5,4,3,False,False,True,False,False,False,3,4,5,5,5,False,False,True,False,True,False,True,,
7373,Mathematicians,"Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.",7660da08-540e-40ed-bf2a-39755e915e7a,2025/4/15,Expert,4,5,4,5,4,True,False,True,False,True,True,5,5,4,5,4,False,False,False,False,False,False,False,,
7319,Financial Examiners,"Prepare reports, exhibits, and other supporting schedules that detail an institution's safety and soundness, compliance with laws and regulations, and recommended solutions to questionable financial conditions.",3123d6e5-25ec-4c95-9265-a311a75b4a6c,2025/4/15,Average,2,3,3,2,3,False,False,False,False,False,False,2,3,4,3,2,False,False,False,False,False,False,False,FALSE,FALSE
7320,Financial Examiners,"Review balance sheets, operating income and expense accounts, and loan documentation to confirm institution assets and liabilities.",3123d6e5-25ec-4c95-9265-a311a75b4a6c,2025/4/15,Novice,2,5,4,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
16136,Business Intelligence Analysts,"Identify or monitor current and potential customers, using business intelligence tools.",37f233a6-cfc0-4037-aff6-09fc96ff528e,2025/4/15,Average,3,2,5,1,4,True,False,False,False,False,True,4,4,3,5,3,True,True,True,True,True,True,True,,
16140,Business Intelligence Analysts,Manage timely flow of business intelligence information to users.,37f233a6-cfc0-4037-aff6-09fc96ff528e,2025/4/15,Novice,3,1,3,3,5,True,False,True,False,False,True,3,3,5,3,3,True,False,True,False,True,False,False,,
15592,Clinical Research Coordinators,Track enrollment status of subjects and document dropout information such as dropout causes and subject contact efforts.,3508d57b-9b6d-40e0-914d-2cca1589a3b7,2025/4/15,Expert,4,5,5,2,4,True,True,True,False,False,True,3,5,4,3,4,True,True,False,False,False,True,True,,
15598,Clinical Research Coordinators,Order drugs or devices necessary for study completion.,3508d57b-9b6d-40e0-914d-2cca1589a3b7,2025/4/15,Expert,5,5,4,1,4,True,False,True,False,False,True,2,4,3,4,4,True,False,False,True,True,True,True,,
15584,Clinical Research Coordinators,Register protocol patients with appropriate statistical centers as required.,3508d57b-9b6d-40e0-914d-2cca1589a3b7,2025/4/15,Average,4,3,3,4,3,False,True,False,True,True,False,3,4,3,3,5,False,True,True,False,True,False,True,,
16807,Molecular and Cellular Biologists,Maintain accurate laboratory records and data.,f8cbff41-dffe-43ce-8f8e-fde2a442c30b,2025/4/15,Average,3,1,2,1,3,False,True,True,False,False,True,3,1,2,3,3,True,True,False,False,False,False,True,,
23905,Molecular and Cellular Biologists,"Prepare or review reports, manuscripts, or meeting presentations.",f8cbff41-dffe-43ce-8f8e-fde2a442c30b,2025/4/15,Average,3,2,4,2,3,False,False,False,True,True,True,4,4,4,4,4,False,True,True,True,False,False,False,,
16814,Molecular and Cellular Biologists,Compile and analyze molecular or cellular experimental data and adjust experimental designs as necessary.,f8cbff41-dffe-43ce-8f8e-fde2a442c30b,2025/4/15,Expert,4,3,4,2,4,False,False,False,False,True,False,4,4,4,4,3,False,True,True,True,True,True,True,,
300,Graphic Designers,"Determine size and arrangement of illustrative material and copy, and select style and size of type.",9959347d-7aa9-4fb1-aad9-e30856469402,2025/4/16,Expert,4,3,3,2,4,False,False,True,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
299,Graphic Designers,"Create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.",9959347d-7aa9-4fb1-aad9-e30856469402,2025/4/16,Expert,2,3,2,1,2,False,False,False,False,False,False,2,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
306,Graphic Designers,"Develop graphics and layouts for product illustrations, company logos, and Web sites.",9959347d-7aa9-4fb1-aad9-e30856469402,2025/4/16,Expert,1,4,4,2,4,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
16807,Molecular and Cellular Biologists,Maintain accurate laboratory records and data.,626abff5-3e00-4411-be5b-2ea87f322aad,2025/4/16,Expert,3,4,3,4,4,True,False,False,False,False,False,3,3,4,3,3,True,False,False,False,False,False,False,,
16808,Molecular and Cellular Biologists,Instruct undergraduate and graduate students within the areas of cellular or molecular biology.,626abff5-3e00-4411-be5b-2ea87f322aad,2025/4/16,Expert,3,5,5,2,4,False,False,False,False,False,True,3,4,4,5,4,False,False,True,False,False,False,False,,
16809,Molecular and Cellular Biologists,Evaluate new technologies to enhance or complement current research.,626abff5-3e00-4411-be5b-2ea87f322aad,2025/4/16,Expert,3,5,5,2,5,False,False,False,False,False,True,3,4,5,4,5,False,False,False,False,False,False,True,,
3407,Loan Officers,"Approve loans within specified limits, and refer loan applications outside those limits to management for approval.",4b811018-05ef-446f-88eb-5f579bdb7728,2025/4/16,Expert,5,5,4,1,2,False,True,True,False,False,True,1,4,3,3,4,True,True,True,False,False,False,False,,
3416,Loan Officers,Submit applications to credit analysts for verification and recommendation.,4b811018-05ef-446f-88eb-5f579bdb7728,2025/4/16,Average,5,3,3,1,2,True,True,False,False,False,True,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
3415,Loan Officers,Stay abreast of new types of loans and other financial services and products to better meet customers' needs.,4b811018-05ef-446f-88eb-5f579bdb7728,2025/4/16,Average,5,3,3,1,1,True,False,True,False,False,True,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
16252,Biostatisticians,Prepare tables and graphs to present clinical data or results.,8bec2add-8f70-4f8c-9ba8-ad616293921f,2025/4/16,Average,4,3,4,4,3,True,False,True,True,True,True,3,3,4,4,3,False,False,False,False,False,False,False,,
16265,Biostatisticians,"Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.",8bec2add-8f70-4f8c-9ba8-ad616293921f,2025/4/16,Average,3,3,3,3,3,True,False,True,True,True,True,3,4,3,3,3,False,False,False,False,False,False,False,,
16249,Biostatisticians,Write program code to analyze data with statistical analysis software.,8bec2add-8f70-4f8c-9ba8-ad616293921f,2025/4/16,Average,4,4,3,3,3,True,False,True,True,True,True,3,4,3,4,3,False,False,False,False,False,False,False,,
1254,Credit Analysts,"Complete loan applications, including credit analyses and summaries of loan requests, and submit to loan committees for approval.",87ba3b4e-b05d-4567-b259-573bbe945d4b,2025/4/16,Expert,5,5,5,5,5,False,False,False,False,False,False,5,5,5,5,2,False,False,False,False,False,False,False,,FALSE
1257,Credit Analysts,"Compare liquidity, profitability, and credit histories of establishments being evaluated with those of similar establishments in the same industries and geographic locations.",87ba3b4e-b05d-4567-b259-573bbe945d4b,2025/4/16,Expert,2,1,3,4,3,False,False,False,False,False,False,2,3,2,3,4,False,False,False,False,False,False,False,FALSE,
1255,Credit Analysts,"Generate financial ratios, using computer programs, to evaluate customers' financial status.",87ba3b4e-b05d-4567-b259-573bbe945d4b,2025/4/16,Expert,3,3,3,2,2,False,False,False,False,False,False,2,2,2,2,4,False,False,False,False,False,False,False,,
19050,Judicial Law Clerks,"Prepare briefs, legal memoranda, or statements of issues involved in cases, including appropriate suggestions or recommendations.",71a5f71c-2ffd-4c11-ac60-4e0e07969fcb,2025/4/16,Expert,2,1,2,2,2,False,False,False,False,False,False,3,3,4,3,3,False,False,True,False,False,True,False,FALSE,
19057,Judicial Law Clerks,"Enter information into computerized court calendar, filing, or case management systems.",71a5f71c-2ffd-4c11-ac60-4e0e07969fcb,2025/4/16,Average,4,2,3,3,4,False,True,False,True,False,False,3,3,3,3,3,False,True,False,False,True,False,True,,
19053,Judicial Law Clerks,Review dockets of pending litigation to ensure adequate progress.,71a5f71c-2ffd-4c11-ac60-4e0e07969fcb,2025/4/16,Average,2,2,4,3,2,False,False,False,False,False,False,3,1,2,4,1,False,False,False,False,False,False,False,FALSE,FALSE
21917,Architectural and Civil Drafters,"Produce drawings, using computer-assisted drafting systems (CAD) or drafting machines, or by hand, using compasses, dividers, protractors, triangles, and other drafting devices.",03f12fb5-1480-4c0d-ba0a-f0463c549ece,2025/4/16,Expert,1,3,4,4,2,False,False,False,False,False,False,3,3,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
21918,Architectural and Civil Drafters,"Draft plans and detailed drawings for structures, installations, and construction projects, such as highways, sewage disposal systems, and dikes, working from sketches or notes.",03f12fb5-1480-4c0d-ba0a-f0463c549ece,2025/4/16,Expert,5,4,5,4,4,False,False,False,False,False,True,4,4,5,4,2,False,False,False,False,False,False,False,,FALSE
7368,Mathematicians,Develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.,fe3a2d70-ca10-474c-a779-2ceb41af38ba,2025/4/16,Average,5,4,5,2,5,True,True,True,False,True,True,1,2,4,5,3,False,False,True,False,True,True,False,,
7371,Mathematicians,Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.,fe3a2d70-ca10-474c-a779-2ceb41af38ba,2025/4/16,Average,2,4,5,3,4,False,False,False,False,False,False,1,1,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
7373,Mathematicians,"Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.",fe3a2d70-ca10-474c-a779-2ceb41af38ba,2025/4/16,Novice,3,4,4,3,4,True,True,True,True,False,True,2,2,2,4,2,False,False,False,False,False,False,False,,FALSE
9739,"Eligibility Interviewers, Government Programs","Keep records of assigned cases, and prepare required reports.",2fa4533b-ecac-4de6-bde2-6b2b93b1717f,2025/4/16,Expert,3,4,4,2,3,False,False,False,False,False,True,4,3,3,4,2,False,False,False,False,False,False,False,,FALSE
15430,Quality Control Systems Managers,Monitor performance of quality control systems to ensure effectiveness and efficiency.,1b70c25d-90ac-47a5-84d5-9f157459fb0c,2025/4/16,Average,3,4,4,4,3,True,False,False,False,False,True,3,4,4,3,4,False,False,False,False,False,False,False,,
15428,Quality Control Systems Managers,Analyze quality control test results and provide feedback and interpretation to production management or staff.,1b70c25d-90ac-47a5-84d5-9f157459fb0c,2025/4/16,Expert,5,5,4,3,3,True,False,True,False,True,False,4,4,3,4,5,False,False,False,False,False,False,False,,
15427,Quality Control Systems Managers,"Communicate quality control information to all relevant organizational departments, outside vendors, or contractors.",1b70c25d-90ac-47a5-84d5-9f157459fb0c,2025/4/16,Expert,4,5,4,4,3,True,False,True,False,False,True,4,4,4,4,3,True,False,False,True,True,False,False,,
22654,Writers and Authors,Present drafts and ideas to clients.,cdc74705-246b-4a8c-a492-53beec7feadd,2025/4/16,Expert,4,3,4,4,3,True,False,False,False,False,False,3,4,4,3,2,False,False,False,False,False,False,False,,FALSE
22655,Writers and Authors,Vary language and tone of messages based on product and medium.,cdc74705-246b-4a8c-a492-53beec7feadd,2025/4/16,Average,4,4,4,4,3,True,False,False,False,False,False,3,4,4,3,3,False,False,False,False,False,False,False,,
22658,Writers and Authors,Conduct research and interviews to determine which of a product's selling features should be promoted.,cdc74705-246b-4a8c-a492-53beec7feadd,2025/4/16,Expert,4,4,3,4,4,True,False,False,False,False,False,4,3,3,4,2,False,False,False,False,False,False,False,,FALSE
18907,Fundraisers,Create or update donor databases.,2979acd2-5d1a-40c4-8fea-2fcb44f80f4c,2025/4/16,Average,2,2,3,1,2,False,False,False,False,False,False,2,4,4,4,3,False,False,False,False,True,False,False,FALSE,
18919,Fundraisers,Monitor progress of fundraising drives.,2979acd2-5d1a-40c4-8fea-2fcb44f80f4c,2025/4/16,Expert,3,5,5,3,2,False,False,True,False,False,True,3,3,3,3,3,False,True,False,False,False,True,False,,
18932,Fundraisers,Write reports or prepare presentations to communicate fundraising program data.,2979acd2-5d1a-40c4-8fea-2fcb44f80f4c,2025/4/16,Average,3,3,3,3,3,True,False,False,False,True,False,3,3,3,3,3,False,False,False,False,False,False,False,,
2795,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",Complete forms in accordance with company procedures.,01ec8dc0-c89a-4cfd-b0f2-54c904a8a9d5,2025/4/16,Average,3,5,5,4,3,True,False,False,False,False,True,4,3,3,3,3,False,False,False,False,False,False,False,,
2794,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Open, read, route, and distribute incoming mail or other materials and answer routine letters.",01ec8dc0-c89a-4cfd-b0f2-54c904a8a9d5,2025/4/16,Average,3,3,3,3,3,True,False,False,False,False,True,3,3,3,3,3,True,False,False,False,False,True,False,,
20285,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","Perform payroll functions, such as maintaining timekeeping information and processing and submitting payroll.",01ec8dc0-c89a-4cfd-b0f2-54c904a8a9d5,2025/4/16,Average,3,5,3,3,3,True,False,False,False,False,True,3,3,3,3,4,True,False,False,False,False,False,True,,
16974,Quality Control Analysts,"Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.",2d91b75c-0bef-4ea8-8b74-84bb1c4a579d,2025/4/16,Average,3,4,3,4,3,True,False,False,False,False,False,4,3,3,4,2,False,False,False,False,False,False,False,,FALSE
16968,Quality Control Analysts,Review data from contract laboratories to ensure accuracy and regulatory compliance.,2d91b75c-0bef-4ea8-8b74-84bb1c4a579d,2025/4/16,Expert,4,3,4,4,3,False,False,False,False,False,True,3,3,4,4,2,False,False,False,False,False,False,False,,FALSE
16966,Quality Control Analysts,Supply quality control data necessary for regulatory submissions.,2d91b75c-0bef-4ea8-8b74-84bb1c4a579d,2025/4/16,Expert,4,4,4,4,3,True,False,False,False,False,False,4,4,3,4,3,True,False,False,False,False,False,False,,
5506,Geographers,Locate and obtain existing geographic information databases.,144fcdb3-02fa-44e5-8205-100165513406,2025/4/16,Average,3,2,3,4,4,False,False,True,False,False,False,3,4,3,3,4,False,False,False,False,False,False,False,,
5505,Geographers,"Develop, operate, and maintain geographical information computer systems, including hardware, software, plotters, digitizers, printers, and video cameras.",144fcdb3-02fa-44e5-8205-100165513406,2025/4/16,Average,3,4,3,3,3,False,False,False,False,False,True,3,3,4,5,4,False,False,False,False,False,False,False,,
5314,Information Security Analysts,"Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.",cfd98150-ef49-41ca-b15e-04ba3bd1314c,2025/4/16,Average,3,1,3,1,3,True,True,True,False,False,True,1,3,2,5,3,False,False,True,True,True,False,True,"if Ai Ai automates this task, it will free up my time to do more creative human centered tasks that would impact our security posture positively",
5316,Information Security Analysts,Monitor current reports of computer viruses to determine when to update virus protection systems.,cfd98150-ef49-41ca-b15e-04ba3bd1314c,2025/4/16,Expert,5,3,5,1,5,True,False,True,False,False,True,1,1,3,5,2,False,False,False,False,False,False,False,,FALSE
5317,Information Security Analysts,"Modify computer security files to incorporate new software, correct errors, or change individual access status.",cfd98150-ef49-41ca-b15e-04ba3bd1314c,2025/4/16,Expert,3,3,5,1,5,True,False,True,True,False,True,5,4,5,5,4,True,True,True,True,True,True,True,,
5322,Information Security Analysts,"Document computer security and emergency measures policies, procedures, and tests.",cfd98150-ef49-41ca-b15e-04ba3bd1314c,2025/4/16,Expert,5,2,5,1,2,True,True,True,False,False,True,1,5,1,5,3,False,False,True,True,True,True,True,,
5319,Information Security Analysts,Monitor use of data files and regulate access to safeguard information in computer files.,cfd98150-ef49-41ca-b15e-04ba3bd1314c,2025/4/16,Expert,5,3,5,1,5,True,True,True,False,False,True,1,1,2,5,2,False,False,False,False,False,False,False,,FALSE
20474,Training and Development Specialists,"Design, plan, organize, or direct orientation and training programs for employees or customers.",ad04f0be-98a4-491f-b809-744869a3bd35,2025/4/16,Expert,5,5,5,5,5,True,False,False,False,False,True,5,5,5,5,5,False,False,False,False,False,False,True,,
20475,Training and Development Specialists,"Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.",ad04f0be-98a4-491f-b809-744869a3bd35,2025/4/16,Expert,5,5,5,5,5,False,False,False,False,False,True,5,5,5,5,5,False,False,False,False,False,False,False,,
101,Training and Development Specialists,"Evaluate training materials prepared by instructors, such as outlines, text, or handouts.",ad04f0be-98a4-491f-b809-744869a3bd35,2025/4/16,Expert,5,5,5,5,5,False,False,False,False,False,True,5,5,5,5,5,False,False,False,False,False,False,False,,
16135,Business Intelligence Analysts,"Maintain library of model documents, templates, or other reusable knowledge assets.",c2778914-f3e9-4623-a276-358865c6a48a,2025/4/16,Average,3,2,2,2,3,True,False,True,False,False,False,2,3,3,2,4,False,True,False,False,False,False,False,,
16140,Business Intelligence Analysts,Manage timely flow of business intelligence information to users.,c2778914-f3e9-4623-a276-358865c6a48a,2025/4/16,Expert,3,2,3,3,4,False,False,True,False,False,False,3,4,3,3,4,False,True,False,False,False,False,False,,
17234,Radiologists,Participate in continuing education activities to maintain and develop expertise.,f6af9222-0b45-43fb-8413-b0d702385be2,2025/4/16,Average,4,2,1,1,3,True,False,False,False,False,False,1,2,1,1,3,False,True,False,False,False,False,False,,
17242,Radiologists,Prepare comprehensive interpretive reports of findings.,f6af9222-0b45-43fb-8413-b0d702385be2,2025/4/16,Novice,2,1,2,2,1,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
17254,Radiologists,"Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.",f6af9222-0b45-43fb-8413-b0d702385be2,2025/4/16,Average,1,4,4,3,5,False,False,False,False,False,False,2,2,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
18295,Precision Agriculture Technicians,Document and maintain records of precision agriculture information.,264b333e-871b-44b7-970a-a0bcfcd830e5,2025/4/16,Expert,1,5,1,3,2,False,False,False,False,False,False,3,4,3,2,4,True,False,False,False,False,False,False,FALSE,
18278,Precision Agriculture Technicians,"Program farm equipment, such as variable-rate planting equipment or pesticide sprayers, based on input from crop scouting and analysis of field condition variability.",264b333e-871b-44b7-970a-a0bcfcd830e5,2025/4/16,Expert,1,3,1,2,3,False,False,False,False,False,False,3,3,3,1,1,False,False,False,False,False,False,False,FALSE,FALSE
18296,Precision Agriculture Technicians,"Draw or read maps, such as soil, contour, or plat maps.",264b333e-871b-44b7-970a-a0bcfcd830e5,2025/4/16,Expert,2,4,1,2,3,False,False,False,False,False,False,4,1,1,3,1,False,False,False,False,False,False,False,FALSE,FALSE
147,Civil Engineers,"Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.",8c4ea77e-7f21-408d-8f7b-12e418c20dd7,2025/4/16,Average,3,2,1,3,2,True,False,False,False,False,False,2,4,3,4,3,False,False,False,False,False,False,False,,
20491,Civil Engineers,"Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.",8c4ea77e-7f21-408d-8f7b-12e418c20dd7,2025/4/16,Novice,2,1,1,2,4,False,False,False,False,False,False,2,2,3,3,3,False,True,False,False,False,False,False,FALSE,
20492,Civil Engineers,"Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.",8c4ea77e-7f21-408d-8f7b-12e418c20dd7,2025/4/16,Novice,1,2,3,3,3,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
3412,Loan Officers,Review and update credit and loan files.,58c81c55-fc11-40af-8a77-d068916feecf,2025/4/24,Expert,1,1,3,1,4,False,False,False,False,False,False,2,1,3,1,2,False,False,False,False,False,False,False,FALSE,FALSE
151,Civil Engineers,"Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.",f2861d22-eb2b-46b7-bd01-a666ba59c20b,2025/4/16,Expert,4,5,3,3,4,True,True,False,False,False,True,3,5,5,3,4,False,True,True,False,True,False,True,,
20492,Civil Engineers,"Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.",f2861d22-eb2b-46b7-bd01-a666ba59c20b,2025/4/16,Average,2,2,2,2,3,False,False,False,False,False,False,3,3,3,2,3,True,True,True,True,True,False,True,FALSE,
22416,Librarians and Media Collections Specialists,"Code, classify, and catalog books, publications, films, audio-visual aids, and other library materials, based on subject matter or standard library classification systems.",fe693e85-5ced-40b2-a76e-4ef33d999664,2025/4/29,Expert,1,2,4,1,5,False,False,False,False,False,False,4,1,3,3,5,True,False,False,False,True,True,True,FALSE,
22430,Librarians and Media Collections Specialists,Arrange for interlibrary loans of materials not available in a particular library.,fe693e85-5ced-40b2-a76e-4ef33d999664,2025/4/29,Novice,5,1,1,1,1,True,False,False,False,False,True,2,2,1,4,1,False,False,False,False,False,False,False,,FALSE
18037,Regulatory Affairs Managers,"Review all regulatory agency submission materials to ensure timeliness, accuracy, comprehensiveness, or compliance with regulatory standards.",025b1004-5fe4-48e7-bcb9-2250dc078ed6,2025/4/29,Expert,4,1,5,2,2,True,True,True,False,False,True,1,1,1,1,4,False,False,False,False,True,False,True,,
1318,Network and Computer Systems Administrators,"Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.",efca99fb-9e74-45f9-9ddf-4ae0a1280c26,2025/4/30,Expert,2,2,3,3,3,False,False,False,False,False,False,2,3,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
15206,Network and Computer Systems Administrators,"Configure, monitor, and maintain email applications or virus protection software.",efca99fb-9e74-45f9-9ddf-4ae0a1280c26,2025/4/30,Expert,5,1,2,1,2,True,True,True,True,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
1323,Network and Computer Systems Administrators,"Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.",efca99fb-9e74-45f9-9ddf-4ae0a1280c26,2025/4/30,Expert,2,3,4,3,4,False,False,False,False,False,False,2,3,3,4,4,True,True,True,False,True,True,False,FALSE,
2519,Payroll and Timekeeping Clerks,"Verify attendance, hours worked, and pay adjustments, and post information onto designated records.",4a1b4395-8916-4c03-bd3e-f66c82c70ad0,2025/5/2,Expert,4,3,2,1,1,True,True,True,False,False,True,3,1,1,1,2,False,False,False,False,False,False,False,,FALSE
2515,Payroll and Timekeeping Clerks,Process and issue employee paychecks and statements of earnings and deductions.,4a1b4395-8916-4c03-bd3e-f66c82c70ad0,2025/5/2,Expert,4,2,2,1,1,True,True,False,True,True,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
2516,Payroll and Timekeeping Clerks,"Compute wages and deductions, and enter data into computers.",4a1b4395-8916-4c03-bd3e-f66c82c70ad0,2025/5/2,Expert,4,2,2,1,1,True,True,True,False,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
18562,Payroll and Timekeeping Clerks,Process paperwork for new employees and enter employee information into the payroll system.,4a1b4395-8916-4c03-bd3e-f66c82c70ad0,2025/5/2,Expert,4,1,2,1,1,True,True,True,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
2528,Payroll and Timekeeping Clerks,"Prepare and balance period-end reports, and reconcile issued payrolls to bank statements.",4a1b4395-8916-4c03-bd3e-f66c82c70ad0,2025/5/2,Expert,3,2,2,1,1,True,True,True,False,True,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
2521,Payroll and Timekeeping Clerks,Issue and record adjustments to pay related to previous errors or retroactive increases.,4a1b4395-8916-4c03-bd3e-f66c82c70ad0,2025/5/2,Expert,5,2,2,2,1,True,True,True,False,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
18563,Payroll and Timekeeping Clerks,"Keep track of leave time, such as vacation, personal, and sick leave, for employees.",4a1b4395-8916-4c03-bd3e-f66c82c70ad0,2025/5/2,Expert,4,2,2,1,1,True,True,True,True,False,True,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
2517,Payroll and Timekeeping Clerks,"Compile employee time, production, and payroll data from time sheets and other records.",4a1b4395-8916-4c03-bd3e-f66c82c70ad0,2025/5/2,Expert,4,3,1,1,1,True,True,True,False,False,True,3,2,1,1,2,False,False,False,False,False,False,False,,FALSE
2522,Payroll and Timekeeping Clerks,Keep informed about changes in tax and deduction laws that apply to the payroll process.,4a1b4395-8916-4c03-bd3e-f66c82c70ad0,2025/5/2,Expert,5,1,3,2,1,True,True,True,False,True,True,1,1,2,4,2,False,False,False,False,False,False,False,,FALSE
2524,Payroll and Timekeeping Clerks,Complete time sheets showing employees' arrival and departure times.,4a1b4395-8916-4c03-bd3e-f66c82c70ad0,2025/5/2,Expert,5,4,2,1,1,True,True,True,True,False,True,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
19607,Civil Engineers,Design energy-efficient or environmentally sound civil structures.,f2861d22-eb2b-46b7-bd01-a666ba59c20b,2025/4/16,Average,4,4,3,4,2,True,False,True,False,False,True,3,3,2,2,3,False,False,False,False,False,False,False,,
14670,Computer Systems Engineers/Architects,Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.,1634b1fd-ac65-4ba6-bbd6-8a365109ff47,2025/4/16,Average,2,1,4,4,5,False,False,False,False,False,False,2,5,4,5,4,False,True,True,False,True,True,True,FALSE,
14673,Computer Systems Engineers/Architects,"Identify system data, hardware, or software components required to meet user needs.",1634b1fd-ac65-4ba6-bbd6-8a365109ff47,2025/4/16,Average,2,1,4,3,4,False,False,False,False,False,False,1,5,4,4,5,False,True,True,True,True,False,False,FALSE,
14686,Computer Systems Engineers/Architects,"Research, test, or verify proper functioning of software patches and fixes.",1634b1fd-ac65-4ba6-bbd6-8a365109ff47,2025/4/16,Expert,3,2,4,4,3,True,True,True,False,False,True,1,2,3,5,3,False,True,True,False,True,False,False,,
14667,Computer Systems Engineers/Architects,"Provide advice on project costs, design concepts, or design changes.",1634b1fd-ac65-4ba6-bbd6-8a365109ff47,2025/4/16,Expert,2,2,5,5,4,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
14672,Computer Systems Engineers/Architects,Provide technical guidance or support for the development or troubleshooting of systems.,1634b1fd-ac65-4ba6-bbd6-8a365109ff47,2025/4/16,Expert,3,3,5,4,3,True,True,False,True,True,True,2,3,4,5,4,False,True,True,False,True,True,False,,
14687,Computer Systems Engineers/Architects,"Communicate project information through presentations, technical reports, or white papers.",1634b1fd-ac65-4ba6-bbd6-8a365109ff47,2025/4/16,Expert,4,1,4,5,3,True,True,True,False,False,False,1,5,2,2,2,False,False,False,False,False,False,False,,FALSE
14681,Computer Systems Engineers/Architects,"Define and analyze objectives, scope, issues, or organizational impact of information systems.",1634b1fd-ac65-4ba6-bbd6-8a365109ff47,2025/4/16,Average,2,1,4,2,3,False,False,False,False,False,False,1,4,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
14675,Computer Systems Engineers/Architects,Monitor system operation to detect potential problems.,1634b1fd-ac65-4ba6-bbd6-8a365109ff47,2025/4/16,Expert,4,3,5,5,3,True,True,True,True,False,False,1,3,4,5,4,False,True,True,False,True,False,False,,
14671,Computer Systems Engineers/Architects,"Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.",1634b1fd-ac65-4ba6-bbd6-8a365109ff47,2025/4/16,Expert,2,1,4,4,5,False,False,False,False,False,False,1,3,3,5,4,False,True,True,True,True,True,True,FALSE,
1339,Aerospace Engineers,"Formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.",073d0148-0697-4854-8bab-497afaf4619c,2025/4/16,Average,2,3,2,3,2,False,False,False,False,False,False,3,2,2,4,3,False,False,False,False,False,False,False,FALSE,
1340,Aerospace Engineers,"Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.",073d0148-0697-4854-8bab-497afaf4619c,2025/4/16,Expert,3,4,4,3,3,False,True,True,False,False,False,4,3,3,3,3,False,False,False,False,False,False,False,,
19601,Aerospace Engineers,"Design new or modify existing aerospace systems to reduce polluting emissions, such as nitrogen oxide, carbon monoxide, or smoke emissions.",073d0148-0697-4854-8bab-497afaf4619c,2025/4/16,Novice,3,3,3,4,3,False,False,False,False,False,True,3,2,3,3,3,False,False,False,False,False,False,False,,
5503,Geographers,"Create and modify maps, graphs, or diagrams, using geographical information software and related equipment, and principles of cartography, such as coordinate systems, longitude, latitude, elevation, topography, and map scales.",e7158abc-64ab-42ee-8fdc-080f15d44857,2025/4/16,Expert,3,4,5,4,4,True,False,False,False,False,False,4,4,3,3,4,False,False,False,False,False,False,False,,
1255,Credit Analysts,"Generate financial ratios, using computer programs, to evaluate customers' financial status.",d740aafb-9a45-4773-a363-4004c24f0eb5,2025/4/16,Average,3,2,3,3,3,False,True,False,False,False,False,2,4,2,3,3,True,False,False,False,False,False,False,,
1259,Credit Analysts,"Analyze financial data, such as income growth, quality of management, and market share to determine expected profitability of loans.",d740aafb-9a45-4773-a363-4004c24f0eb5,2025/4/16,Average,3,2,3,3,3,False,False,True,False,False,False,2,3,2,4,3,False,False,False,False,False,False,False,,
1257,Credit Analysts,"Compare liquidity, profitability, and credit histories of establishments being evaluated with those of similar establishments in the same industries and geographic locations.",d740aafb-9a45-4773-a363-4004c24f0eb5,2025/4/16,Novice,4,2,4,2,2,True,False,False,False,False,False,2,3,3,3,4,False,False,False,False,False,False,False,,
3394,Budget Analysts,Analyze monthly department budgeting and accounting reports to maintain expenditure controls.,feb66b6c-8589-4b71-9d34-cc6b44b65e33,2025/4/16,Novice,3,3,3,2,3,False,False,False,False,False,False,3,3,4,3,3,False,False,False,False,False,False,False,,
3405,Budget Analysts,Compile and analyze accounting records and other data to determine the financial resources required to implement a program.,feb66b6c-8589-4b71-9d34-cc6b44b65e33,2025/4/16,Expert,4,4,4,4,4,False,False,False,False,True,False,4,4,5,4,4,False,False,False,False,False,False,False,,
20475,Training and Development Specialists,"Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.",2959d20a-7b9a-4bca-b144-c5cb89338f28,2025/4/16,Average,4,3,4,3,3,True,True,True,False,True,True,4,3,3,2,4,False,False,False,False,False,False,False,,
98,Training and Development Specialists,"Monitor, evaluate, or record training activities or program effectiveness.",2959d20a-7b9a-4bca-b144-c5cb89338f28,2025/4/16,Expert,4,2,3,2,5,True,False,True,True,False,True,4,4,3,3,4,False,False,False,False,False,False,False,,
93,Training and Development Specialists,"Keep up with developments in area of expertise by reading current journals, books, or magazine articles.",2959d20a-7b9a-4bca-b144-c5cb89338f28,2025/4/16,Novice,4,2,4,4,5,False,True,True,True,True,True,4,4,3,3,3,True,True,True,True,False,True,True,,
16265,Biostatisticians,"Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.",8d3035db-0408-418e-9f2b-6bb523219f90,2025/4/16,Average,3,3,1,2,4,False,True,False,False,False,False,3,3,2,3,3,False,False,False,False,False,False,False,,
16246,Biostatisticians,Calculate sample size requirements for clinical studies.,8d3035db-0408-418e-9f2b-6bb523219f90,2025/4/16,Expert,4,4,2,4,4,False,False,False,False,False,True,4,3,4,4,4,False,False,False,False,False,False,False,,
16262,Biostatisticians,Review clinical or other medical research protocols and recommend appropriate statistical analyses.,8d3035db-0408-418e-9f2b-6bb523219f90,2025/4/16,Expert,3,4,3,4,3,False,False,False,False,False,True,4,4,2,4,4,False,False,False,False,False,False,False,,
20475,Training and Development Specialists,"Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.",10f78efa-4302-4443-be3d-c763012dd8f8,2025/4/16,Expert,4,3,2,4,5,True,True,True,True,True,True,3,4,2,3,4,False,False,False,False,False,False,False,,
20474,Training and Development Specialists,"Design, plan, organize, or direct orientation and training programs for employees or customers.",10f78efa-4302-4443-be3d-c763012dd8f8,2025/4/16,Average,5,5,4,2,4,True,True,True,False,True,True,4,4,3,4,4,False,False,False,False,False,False,False,,
93,Training and Development Specialists,"Keep up with developments in area of expertise by reading current journals, books, or magazine articles.",10f78efa-4302-4443-be3d-c763012dd8f8,2025/4/16,Average,4,4,4,4,3,True,True,False,True,True,False,4,4,3,2,4,False,False,False,False,False,False,False,,
21918,Architectural and Civil Drafters,"Draft plans and detailed drawings for structures, installations, and construction projects, such as highways, sewage disposal systems, and dikes, working from sketches or notes.",43affd3f-17ae-41ec-9eef-4358d6bf31ee,2025/4/16,Expert,2,4,2,3,5,False,False,False,False,False,False,3,3,3,3,4,False,True,True,False,True,True,True,FALSE,
21937,Architectural and Civil Drafters,Prepare colored drawings of landscape and interior designs for presentation to client.,43affd3f-17ae-41ec-9eef-4358d6bf31ee,2025/4/16,Expert,3,4,4,2,3,True,False,True,True,True,True,3,4,2,4,4,False,False,False,False,False,False,False,,
7276,Management Analysts,Gather and organize information on problems or procedures.,65b1f45d-8792-4c7d-9de1-aad9db330a68,2025/4/16,Average,4,3,4,3,3,True,True,True,True,True,True,3,3,4,4,4,True,True,True,True,False,True,True,,
7285,Management Analysts,"Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.",65b1f45d-8792-4c7d-9de1-aad9db330a68,2025/4/16,Average,2,3,3,4,5,False,False,False,False,False,False,4,3,3,4,5,False,True,False,True,False,True,True,FALSE,
7282,Management Analysts,"Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.",65b1f45d-8792-4c7d-9de1-aad9db330a68,2025/4/16,Average,2,4,4,2,4,False,False,False,False,False,False,3,4,4,5,4,False,False,False,False,False,False,False,FALSE,
7276,Management Analysts,Gather and organize information on problems or procedures.,3568dec9-a364-47d2-a05c-48b4e2f7be3e,2025/4/16,Average,3,1,4,4,4,False,False,False,False,True,False,4,3,3,3,2,False,False,False,False,False,False,False,,FALSE
7277,Management Analysts,Analyze data gathered and develop solutions or alternative methods of proceeding.,3568dec9-a364-47d2-a05c-48b4e2f7be3e,2025/4/16,Expert,4,2,3,1,3,False,False,False,False,False,False,5,4,3,3,4,False,False,False,False,False,False,False,,
7282,Management Analysts,"Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.",3568dec9-a364-47d2-a05c-48b4e2f7be3e,2025/4/16,Expert,4,4,3,4,4,False,False,False,False,False,False,4,5,3,4,4,False,False,False,False,False,False,False,,
1325,Network and Computer Systems Administrators,Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future.,d5dfd67c-40ca-418a-8d2b-0351aab61f5b,2025/4/16,Expert,5,5,5,2,3,True,False,True,False,False,True,1,2,4,3,3,False,False,True,True,True,True,True,,
1318,Network and Computer Systems Administrators,"Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.",d5dfd67c-40ca-418a-8d2b-0351aab61f5b,2025/4/16,Novice,4,3,4,4,4,True,False,True,True,False,True,3,2,3,4,4,False,False,False,False,False,False,False,,
1764,Public Relations Specialists,Respond to requests for information from the media or designate an appropriate spokesperson or information source.,1971d6ca-7075-45be-9b32-d96555739be6,2025/4/16,Average,2,2,3,3,2,False,False,False,False,False,False,2,3,3,3,3,False,False,False,False,False,False,False,FALSE,
23951,Public Relations Specialists,Post and update content on the company's Web site and social media outlets.,1971d6ca-7075-45be-9b32-d96555739be6,2025/4/16,Novice,2,2,2,3,3,False,False,False,False,False,False,2,2,3,3,3,True,False,False,False,False,False,False,FALSE,
20554,Public Relations Specialists,Write press releases or other media communications to promote clients.,1971d6ca-7075-45be-9b32-d96555739be6,2025/4/16,Average,2,1,2,2,2,False,False,False,False,False,False,2,2,2,2,3,True,False,False,False,False,False,False,FALSE,
19826,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",Present information to customers about the energy efficiency or environmental impact of scientific or technical products.,73cf3226-2648-4686-bff7-d9a3e3618c01,2025/4/16,Expert,4,5,4,2,4,True,True,True,True,True,True,3,5,4,4,3,True,True,True,True,True,True,True,,
16786,Bioinformatics Scientists,Develop new software applications or customize existing applications to meet specific scientific project needs.,ba7e0226-866a-4b08-9cea-0f7873d840bb,2025/4/16,Expert,5,5,4,4,4,False,False,True,True,True,False,4,5,4,5,5,True,False,True,True,False,False,False,,
16791,Bioinformatics Scientists,"Compile data for use in activities, such as gene expression profiling, genome annotation, or structural bioinformatics.",ba7e0226-866a-4b08-9cea-0f7873d840bb,2025/4/16,Expert,5,4,4,4,4,False,False,False,True,True,True,4,5,4,4,4,False,True,False,True,False,True,True,,
16793,Bioinformatics Scientists,"Manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.",ba7e0226-866a-4b08-9cea-0f7873d840bb,2025/4/16,Expert,5,4,4,4,5,False,False,True,False,True,True,5,4,4,4,5,False,True,True,True,False,False,False,,
18295,Precision Agriculture Technicians,Document and maintain records of precision agriculture information.,2097faec-b075-4a34-9fa6-1bb68e648cc2,2025/4/16,Average,3,3,3,3,2,True,False,False,False,False,False,4,3,3,3,4,False,True,False,False,False,False,False,,
18296,Precision Agriculture Technicians,"Draw or read maps, such as soil, contour, or plat maps.",2097faec-b075-4a34-9fa6-1bb68e648cc2,2025/4/16,Novice,4,3,3,3,3,False,True,False,False,False,False,3,3,3,3,4,True,False,False,False,False,False,False,,
18289,Precision Agriculture Technicians,"Create, layer, and analyze maps showing precision agricultural data, such as crop yields, soil characteristics, input applications, terrain, drainage patterns, or field management history.",2097faec-b075-4a34-9fa6-1bb68e648cc2,2025/4/16,Expert,3,3,3,3,2,True,False,False,False,False,False,3,3,4,4,3,True,False,False,False,False,False,False,,
20483,"Architects, Except Landscape and Naval",Develop final construction plans that include aesthetic representations of the structure or details for its construction.,0586a213-9a85-4cbe-bc43-aae54ed16d16,2025/4/16,Expert,4,4,4,4,4,False,True,True,True,False,True,4,4,4,4,4,False,False,False,False,False,False,False,,
19596,"Architects, Except Landscape and Naval","Plan or design structures such as residences, office buildings, theatres, factories, or other structural properties in accordance with environmental, safety, or other regulations.",0586a213-9a85-4cbe-bc43-aae54ed16d16,2025/4/16,Expert,4,4,3,4,4,True,False,True,False,True,True,4,4,3,3,4,False,False,False,False,False,False,False,,
19594,"Architects, Except Landscape and Naval",Gather information related to projects' environmental sustainability or operational efficiency.,0586a213-9a85-4cbe-bc43-aae54ed16d16,2025/4/16,Novice,3,3,4,3,3,True,False,True,True,False,False,3,4,4,3,4,True,False,True,True,False,True,False,,
7363,Tax Preparers,Furnish taxpayers with sufficient information and advice to ensure correct tax form completion.,9dbf3652-f369-404a-a1bc-96d78fc63d8b,2025/4/16,Average,4,4,3,4,3,True,False,True,True,False,False,3,4,4,5,4,False,False,False,False,False,False,False,,
20363,Tax Preparers,Answer questions and provide future tax planning to clients.,9dbf3652-f369-404a-a1bc-96d78fc63d8b,2025/4/16,Average,4,4,3,4,3,True,False,False,True,False,True,4,4,4,3,3,False,True,True,False,True,False,False,,
7362,Tax Preparers,"Review financial records, such as income statements and documentation of expenditures to determine forms needed to prepare tax returns.",9dbf3652-f369-404a-a1bc-96d78fc63d8b,2025/4/16,Average,4,4,4,4,4,True,False,True,True,True,False,4,3,4,3,5,True,True,False,True,False,True,False,,
19004,Computer Network Support Specialists,Back up network data.,5f853e7c-b53e-4668-99ac-e896bbabc009,2025/4/16,Novice,5,4,4,5,5,True,False,True,False,False,True,3,3,3,3,3,False,True,False,False,False,False,False,,
19003,Computer Network Support Specialists,Analyze and report computer network security breaches or attempted breaches.,5f853e7c-b53e-4668-99ac-e896bbabc009,2025/4/16,Expert,4,4,4,4,4,True,False,False,False,True,True,3,3,3,3,1,False,False,False,False,False,False,False,,FALSE
16199,Video Game Designers,Balance and adjust gameplay experiences to ensure the critical and commercial success of the product.,eb77e123-131d-4484-804b-5e9a46ea5673,2025/4/16,Average,4,1,2,1,2,True,False,False,False,False,True,2,2,2,3,3,False,False,False,False,True,True,False,,"The balancing can be automated, but will require constant tweaking after play testing."
16208,Video Game Designers,"Devise missions, challenges, or puzzles to be encountered in game play.",eb77e123-131d-4484-804b-5e9a46ea5673,2025/4/16,Novice,4,1,1,1,3,False,False,True,False,True,False,3,3,3,2,3,False,False,False,False,True,False,False,,"I've tested AI logic for games, and they requrie a fair amount of effort to ensure that game play mechanics work with out bugs."
16217,Video Game Designers,"Create core game features, including storylines, role-play mechanics, and character biographies for a new video game or game franchise.",eb77e123-131d-4484-804b-5e9a46ea5673,2025/4/16,Novice,4,1,2,1,2,False,False,False,True,False,False,2,2,2,2,3,False,False,False,False,True,False,False,Thinking about the story narrative is not my strong suit,"Still requires moderate game play testing, and to ensure that story lines are cohesive"
16201,Video Game Designers,"Solicit, obtain, and integrate feedback from design and technical staff into original game design.",eb77e123-131d-4484-804b-5e9a46ea5673,2025/4/16,Average,3,3,4,1,3,False,False,False,False,False,True,3,4,3,3,4,False,False,False,True,False,False,False,"You still need to experience getting feedback personally, thats the best way to learn. But AI can help streamline this.",
16214,Video Game Designers,Conduct regular design reviews throughout the game development process.,eb77e123-131d-4484-804b-5e9a46ea5673,2025/4/16,Average,4,3,4,2,3,True,False,False,False,False,True,2,2,3,3,2,False,False,False,False,False,False,False,,FALSE
16209,Video Game Designers,"Develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.",eb77e123-131d-4484-804b-5e9a46ea5673,2025/4/16,Average,4,2,4,1,2,True,True,True,False,False,True,2,1,2,3,2,False,False,False,False,False,False,False,,FALSE
16198,Video Game Designers,Provide feedback to designers and other colleagues regarding game design features.,eb77e123-131d-4484-804b-5e9a46ea5673,2025/4/16,Average,3,2,3,1,3,False,False,False,False,False,True,2,4,3,3,3,False,False,False,False,True,True,False,,"This question is just the others, just the inverse, except the responsibility of review quality is on you."
16202,Video Game Designers,Provide feedback to production staff regarding technical game qualities or adherence to original design.,eb77e123-131d-4484-804b-5e9a46ea5673,2025/4/16,Average,4,2,3,1,3,True,False,False,False,False,False,2,2,3,2,2,False,False,False,False,False,False,False,,FALSE
16211,Video Game Designers,Create gameplay prototypes for presentation to creative and technical staff and management.,eb77e123-131d-4484-804b-5e9a46ea5673,2025/4/16,Average,3,3,4,3,4,False,False,True,False,False,True,2,1,2,2,2,False,False,False,False,False,False,False,,FALSE
16203,Video Game Designers,Prepare two-dimensional concept layouts or three-dimensional mock-ups.,eb77e123-131d-4484-804b-5e9a46ea5673,2025/4/16,Average,4,2,3,4,4,False,False,True,False,False,True,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
147,Civil Engineers,"Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.",71b6da23-f4df-423e-8c1a-c440ea701cba,2025/4/17,Novice,3,1,5,3,2,True,True,True,True,True,True,1,2,4,4,4,False,True,True,False,True,False,False,,
151,Civil Engineers,"Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.",71b6da23-f4df-423e-8c1a-c440ea701cba,2025/4/17,Novice,2,1,4,4,2,False,False,False,False,False,False,1,4,5,5,4,False,True,True,True,True,True,True,FALSE,
20492,Civil Engineers,"Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.",71b6da23-f4df-423e-8c1a-c440ea701cba,2025/4/17,Average,2,2,4,2,4,False,False,False,False,False,False,1,3,3,4,3,False,False,False,False,False,False,False,FALSE,
18295,Precision Agriculture Technicians,Document and maintain records of precision agriculture information.,13143945-8f36-48c0-a5ad-083d4c66fe2e,2025/4/17,Average,3,3,3,3,3,True,False,False,False,True,True,3,4,3,3,3,True,True,True,True,False,False,False,,
18296,Precision Agriculture Technicians,"Draw or read maps, such as soil, contour, or plat maps.",13143945-8f36-48c0-a5ad-083d4c66fe2e,2025/4/17,Expert,3,4,4,4,4,True,True,True,False,False,True,3,4,4,4,3,False,False,False,False,False,False,True,,
18278,Precision Agriculture Technicians,"Program farm equipment, such as variable-rate planting equipment or pesticide sprayers, based on input from crop scouting and analysis of field condition variability.",13143945-8f36-48c0-a5ad-083d4c66fe2e,2025/4/17,Average,3,4,4,4,4,False,False,False,False,False,True,3,3,3,3,3,False,False,False,False,True,False,False,,
3586,Petroleum Engineers,Maintain records of drilling and production operations.,4ae02d7f-db1d-4c6f-85d5-78fefd0ec8ef,2025/4/17,Expert,4,4,4,4,4,False,False,True,False,False,False,4,3,3,3,3,False,False,False,False,True,True,False,,
3591,Petroleum Engineers,Interpret drilling and testing information for personnel.,4ae02d7f-db1d-4c6f-85d5-78fefd0ec8ef,2025/4/17,Expert,3,4,4,4,4,False,False,False,False,True,False,4,4,4,3,3,True,False,False,False,False,False,False,,
3588,Petroleum Engineers,Write technical reports for engineering and management personnel.,4ae02d7f-db1d-4c6f-85d5-78fefd0ec8ef,2025/4/17,Expert,3,4,4,4,4,True,False,False,False,False,False,4,3,4,4,3,True,False,False,False,False,False,False,,
16974,Quality Control Analysts,"Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.",2a705f77-2968-4a48-a909-864b15589d60,2025/4/17,Average,3,3,3,3,3,True,False,False,False,False,False,4,3,3,3,3,True,False,False,False,False,False,False,,
16973,Quality Control Analysts,Investigate or report questionable test results.,2a705f77-2968-4a48-a909-864b15589d60,2025/4/17,Average,3,4,3,3,3,True,False,False,False,True,False,3,3,3,3,3,True,False,False,False,False,False,False,,
16966,Quality Control Analysts,Supply quality control data necessary for regulatory submissions.,2a705f77-2968-4a48-a909-864b15589d60,2025/4/17,Average,3,3,3,3,3,False,False,False,True,False,False,4,4,4,4,4,True,True,False,False,False,False,False,,
3580,Petroleum Engineers,"Monitor production rates, and plan rework processes to improve production.",83b2d137-5d7f-4918-9f14-de26f79bf645,2025/4/17,Expert,3,4,4,4,4,False,False,True,False,False,False,3,3,3,3,3,False,False,False,False,False,True,False,,
3586,Petroleum Engineers,Maintain records of drilling and production operations.,83b2d137-5d7f-4918-9f14-de26f79bf645,2025/4/17,Expert,3,4,4,4,4,False,False,False,False,True,False,3,3,3,3,3,True,False,False,False,False,False,False,,
3581,Petroleum Engineers,Analyze data to recommend placement of wells and supplementary processes to enhance production.,83b2d137-5d7f-4918-9f14-de26f79bf645,2025/4/17,Expert,2,3,3,3,3,False,False,False,False,False,False,3,2,3,2,4,True,False,False,False,False,False,False,FALSE,
16788,Bioinformatics Scientists,Create or modify web-based bioinformatics tools.,8ea89f0c-50e8-415e-b3c6-0fabdb028014,2025/4/17,Average,4,2,1,2,3,True,False,False,False,False,False,1,1,2,2,3,False,True,True,False,False,True,False,,
16790,Bioinformatics Scientists,Create novel computational approaches and analytical tools as required by research goals.,8ea89f0c-50e8-415e-b3c6-0fabdb028014,2025/4/17,Average,3,3,3,4,3,False,False,True,False,False,True,1,1,4,4,3,False,True,True,False,True,False,False,,
16795,Bioinformatics Scientists,"Analyze large molecular datasets, such as raw microarray data, genomic sequence data, or proteomics data, for clinical or basic research purposes.",8ea89f0c-50e8-415e-b3c6-0fabdb028014,2025/4/17,Average,3,2,3,3,1,True,False,False,False,False,True,1,1,4,4,2,False,False,False,False,False,False,False,,FALSE
21319,Financial Managers,Oversee the flow of cash or financial instruments.,106aa52d-77b6-4948-b364-0e53cb7ad86f,2025/4/17,Average,3,4,3,3,5,False,False,False,False,False,True,3,4,3,3,3,False,False,False,False,False,False,False,,
21314,Financial Managers,Prepare operational or risk reports for management analysis.,106aa52d-77b6-4948-b364-0e53cb7ad86f,2025/4/17,Expert,3,4,4,4,4,False,False,False,False,True,True,4,4,4,4,3,False,False,False,False,False,False,False,,
14733,Web Administrators,"Review or update Web page content or links in a timely manner, using appropriate tools.",3d95a0c1-def9-43b0-88a2-b7bcdfe48984,2025/4/17,Average,4,3,5,2,4,True,True,True,False,False,True,1,1,2,3,3,False,False,False,False,True,False,False,,
14732,Web Administrators,"Determine sources of Web page or server problems, and take action to correct such problems.",3d95a0c1-def9-43b0-88a2-b7bcdfe48984,2025/4/17,Average,4,2,4,1,1,True,False,True,True,True,True,1,1,4,5,2,False,False,False,False,False,False,False,,FALSE
1300,Database Administrators,"Test programs or databases, correct errors, and make necessary modifications.",cf444107-d6c9-4d66-b4cd-214c79b241ac,2025/4/17,Average,3,4,2,3,3,False,False,False,False,False,True,3,2,3,2,3,False,False,False,False,False,False,False,,
1314,Database Administrators,"Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.",cf444107-d6c9-4d66-b4cd-214c79b241ac,2025/4/17,Expert,4,3,4,4,4,False,False,False,True,False,False,4,4,3,4,3,False,False,False,False,False,False,False,,
3411,Loan Officers,"Obtain and compile copies of loan applicants' credit histories, corporate financial statements, and other financial information.",b7f222dd-7608-4ad6-9094-4e65a42c6f7c,2025/4/17,Average,3,3,3,3,3,False,False,False,False,True,True,3,3,4,3,4,False,False,False,False,False,False,False,,
3415,Loan Officers,Stay abreast of new types of loans and other financial services and products to better meet customers' needs.,b7f222dd-7608-4ad6-9094-4e65a42c6f7c,2025/4/17,Expert,4,4,3,3,3,False,False,False,False,False,True,4,4,3,3,3,False,False,False,False,False,False,False,,
3407,Loan Officers,"Approve loans within specified limits, and refer loan applications outside those limits to management for approval.",b7f222dd-7608-4ad6-9094-4e65a42c6f7c,2025/4/17,Expert,3,4,3,3,2,False,False,True,False,False,True,3,4,3,3,3,False,False,False,False,False,False,False,,
1339,Aerospace Engineers,"Formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.",ce0acfa0-6767-409c-b32a-2625f0cf3f3b,2025/4/17,Expert,4,3,4,3,4,False,False,False,False,False,False,4,2,4,4,4,False,False,False,False,False,False,False,,
1346,Aerospace Engineers,Maintain records of performance reports for future reference.,ce0acfa0-6767-409c-b32a-2625f0cf3f3b,2025/4/17,Expert,1,4,4,2,3,False,False,False,False,False,False,3,5,4,4,3,False,True,False,False,False,False,False,FALSE,
19601,Aerospace Engineers,"Design new or modify existing aerospace systems to reduce polluting emissions, such as nitrogen oxide, carbon monoxide, or smoke emissions.",ce0acfa0-6767-409c-b32a-2625f0cf3f3b,2025/4/17,Average,3,3,4,2,4,False,False,False,False,False,False,4,4,3,3,3,False,False,False,False,False,False,False,,
7360,Tax Preparers,"Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum.",eecc4dd2-979e-4f3a-bccb-21e2e2e38e70,2025/4/17,Average,2,4,2,3,3,False,False,False,False,False,False,2,3,3,2,3,False,False,False,False,False,False,False,FALSE,
7363,Tax Preparers,Furnish taxpayers with sufficient information and advice to ensure correct tax form completion.,eecc4dd2-979e-4f3a-bccb-21e2e2e38e70,2025/4/17,Novice,2,4,2,3,3,False,False,False,False,False,False,2,2,3,3,3,False,False,False,False,False,False,False,FALSE,
20363,Tax Preparers,Answer questions and provide future tax planning to clients.,eecc4dd2-979e-4f3a-bccb-21e2e2e38e70,2025/4/17,Expert,4,2,2,3,2,False,False,False,False,False,True,3,4,3,4,3,False,False,False,False,False,False,False,,
16793,Bioinformatics Scientists,"Manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.",dd0f1d98-c5bc-46cb-b041-d29d8c366247,2025/4/17,Expert,4,4,3,2,2,False,False,False,False,False,True,3,4,4,3,4,False,False,False,False,False,False,False,,
16788,Bioinformatics Scientists,Create or modify web-based bioinformatics tools.,dd0f1d98-c5bc-46cb-b041-d29d8c366247,2025/4/17,Expert,3,3,3,3,3,False,False,False,False,True,False,3,3,4,3,4,False,False,False,False,False,False,False,,
16783,Bioinformatics Scientists,Instruct others in the selection and use of bioinformatics tools.,dd0f1d98-c5bc-46cb-b041-d29d8c366247,2025/4/17,Average,4,3,4,4,1,False,False,False,False,False,False,3,3,4,3,3,False,False,False,False,False,False,False,,
16262,Biostatisticians,Review clinical or other medical research protocols and recommend appropriate statistical analyses.,12c5ffed-0ad6-4a36-8351-5dc779cb0aa6,2025/4/17,Average,3,4,3,4,3,False,False,False,False,False,False,4,4,3,3,3,False,False,False,False,False,False,False,,
16265,Biostatisticians,"Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.",12c5ffed-0ad6-4a36-8351-5dc779cb0aa6,2025/4/17,Expert,3,2,4,5,4,False,False,False,False,False,False,4,3,2,3,4,False,False,False,False,False,False,False,,
7371,Mathematicians,Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.,1819ddca-812f-4133-af96-5ce2e1409afa,2025/4/17,Average,2,3,3,1,3,False,False,False,False,False,False,1,2,1,4,3,False,False,True,False,True,False,False,FALSE,
7372,Mathematicians,"Assemble sets of assumptions, and explore the consequences of each set.",1819ddca-812f-4133-af96-5ce2e1409afa,2025/4/17,Average,3,3,4,1,5,False,False,True,False,False,False,1,2,1,4,3,False,False,True,False,True,False,False,,
7368,Mathematicians,Develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.,1819ddca-812f-4133-af96-5ce2e1409afa,2025/4/17,Average,3,4,4,1,4,False,False,True,False,False,False,1,2,1,4,3,False,False,False,False,False,False,False,,
739,Travel Agents,"Compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.",e7d05fe2-1194-44e4-9784-13ba6503e0e5,2025/4/17,Expert,4,4,3,4,4,False,False,True,True,True,True,4,4,3,4,4,True,True,False,False,True,True,False,,
742,Travel Agents,"Provide customer with brochures and publications containing travel information, such as local customs, points of interest, or foreign country regulations.",e7d05fe2-1194-44e4-9784-13ba6503e0e5,2025/4/17,Expert,4,4,4,4,4,False,False,True,False,True,True,4,4,4,4,4,False,True,True,True,False,False,False,,
741,Travel Agents,"Plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.",e7d05fe2-1194-44e4-9784-13ba6503e0e5,2025/4/17,Expert,4,4,4,4,5,False,True,False,True,False,False,4,4,4,4,3,True,False,True,True,False,False,False,,
21918,Architectural and Civil Drafters,"Draft plans and detailed drawings for structures, installations, and construction projects, such as highways, sewage disposal systems, and dikes, working from sketches or notes.",a32ad8db-3d13-44d8-a044-6b880a5622bc,2025/4/17,Expert,3,4,4,4,4,False,False,False,False,False,False,4,4,4,4,4,False,False,False,False,False,False,False,,
18926,Fundraisers,"Conduct research to identify the goals, net worth, charitable donation history, or other data related to potential donors, potential investors, or general donor markets.",bea6bcc6-d505-4ab0-a2a2-d2141963ac7d,2025/4/17,Expert,4,4,4,4,4,False,False,False,False,False,False,4,3,4,4,4,False,False,False,False,False,False,False,,
18918,Fundraisers,"Monitor budgets, expense reports, or other financial data for fundraising organizations.",bea6bcc6-d505-4ab0-a2a2-d2141963ac7d,2025/4/17,Average,3,4,3,2,2,False,False,False,False,False,False,2,3,3,2,3,False,False,False,False,False,False,False,,
18924,Fundraisers,"Write speeches, press releases, or other promotional materials to increase awareness of the causes, missions, or goals of organizations seeking funds.",bea6bcc6-d505-4ab0-a2a2-d2141963ac7d,2025/4/17,Expert,4,4,4,4,4,False,False,False,False,False,False,4,4,4,2,4,False,False,False,False,False,False,False,,
7360,Tax Preparers,"Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum.",ab31a916-f0f7-41a3-be54-41b73b577336,2025/4/17,Novice,2,3,3,2,3,False,False,False,False,False,False,3,3,3,3,4,False,True,False,False,False,False,False,FALSE,
20363,Tax Preparers,Answer questions and provide future tax planning to clients.,ab31a916-f0f7-41a3-be54-41b73b577336,2025/4/17,Average,3,4,4,3,4,False,False,False,False,False,False,4,4,3,3,3,False,False,False,False,False,False,False,,
7365,Tax Preparers,Calculate form preparation fees according to return complexity and processing time required.,ab31a916-f0f7-41a3-be54-41b73b577336,2025/4/17,Expert,3,3,4,3,2,False,False,False,False,False,False,4,4,3,3,3,False,False,False,False,False,False,False,,
3589,Petroleum Engineers,"Evaluate findings to develop, design, or test equipment or processes.",c0120dde-f37c-4eef-b7dc-2fcf8038e565,2025/4/17,Expert,4,3,3,4,5,False,False,False,False,False,False,4,3,3,4,4,False,False,False,False,False,False,False,,
3588,Petroleum Engineers,Write technical reports for engineering and management personnel.,c0120dde-f37c-4eef-b7dc-2fcf8038e565,2025/4/17,Average,4,4,2,4,3,False,False,False,False,False,False,4,4,3,3,3,False,False,False,False,False,False,False,,
3590,Petroleum Engineers,Assign work to staff to obtain maximum utilization of personnel.,c0120dde-f37c-4eef-b7dc-2fcf8038e565,2025/4/17,Expert,3,4,4,5,3,False,False,False,False,False,False,3,3,3,3,3,False,False,False,False,False,False,False,,
14686,Computer Systems Engineers/Architects,"Research, test, or verify proper functioning of software patches and fixes.",f3de2064-b6ee-48d8-93d3-b8a0d1fda314,2025/4/17,Expert,5,2,5,1,3,True,True,True,True,False,True,1,1,2,5,2,False,False,False,False,False,False,False,,FALSE
14672,Computer Systems Engineers/Architects,Provide technical guidance or support for the development or troubleshooting of systems.,f3de2064-b6ee-48d8-93d3-b8a0d1fda314,2025/4/17,Novice,4,1,5,1,4,True,False,True,False,True,False,1,1,5,5,3,False,True,False,False,False,False,False,,
14683,Computer Systems Engineers/Architects,Design and conduct hardware or software tests.,f3de2064-b6ee-48d8-93d3-b8a0d1fda314,2025/4/17,Expert,5,1,5,1,2,True,True,True,True,False,True,1,1,2,5,2,False,False,False,False,False,False,False,,FALSE
22625,"News Analysts, Reporters, and Journalists","Examine news items of local, national, and international significance to determine topics to address, or obtain assignments from editorial staff members.",11eab350-f4f7-45fc-8147-d91829547751,2025/4/17,Average,2,2,3,1,3,False,False,False,False,False,False,1,2,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
22628,"News Analysts, Reporters, and Journalists",Research a story's background information to provide complete and accurate information.,11eab350-f4f7-45fc-8147-d91829547751,2025/4/17,Expert,2,4,4,3,3,False,False,False,False,False,False,2,2,3,3,4,False,True,True,False,True,False,True,FALSE,
22635,"News Analysts, Reporters, and Journalists",Revise work to meet editorial approval or to fit time or space requirements.,11eab350-f4f7-45fc-8147-d91829547751,2025/4/17,Expert,2,2,4,2,3,False,False,False,False,False,False,1,3,2,3,3,False,False,False,False,False,False,False,FALSE,
22522,Producers and Directors,"Research production topics using the internet, video archives, and other informational sources.",c7d9a242-8c1f-4806-a14a-932b009cb4ae,2025/4/17,Average,5,1,2,1,1,True,True,True,False,False,True,1,1,3,5,2,False,False,False,False,False,False,False,,FALSE
22523,Producers and Directors,"Review film, recordings, or rehearsals to ensure conformance to production and broadcast standards.",c7d9a242-8c1f-4806-a14a-932b009cb4ae,2025/4/17,Expert,5,4,5,5,3,True,True,False,False,False,True,1,1,5,5,2,False,False,False,False,False,False,False,,FALSE
22519,Producers and Directors,Study and research scripts to determine how they should be directed.,c7d9a242-8c1f-4806-a14a-932b009cb4ae,2025/4/17,Average,5,2,3,2,1,True,True,True,True,False,True,1,1,5,5,3,False,True,True,True,False,True,True,,
22532,Producers and Directors,"Perform management activities, such as budgeting, scheduling, planning, and marketing.",c7d9a242-8c1f-4806-a14a-932b009cb4ae,2025/4/17,Expert,1,4,5,5,3,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
22527,Producers and Directors,Conduct meetings with staff to discuss production progress and to ensure production objectives are attained.,c7d9a242-8c1f-4806-a14a-932b009cb4ae,2025/4/17,Expert,1,2,1,1,2,False,False,False,False,False,False,1,5,3,2,4,False,False,False,True,False,True,True,FALSE,
22528,Producers and Directors,"Compile scripts, program notes, and other material related to productions.",c7d9a242-8c1f-4806-a14a-932b009cb4ae,2025/4/17,Average,5,1,2,1,1,True,True,True,False,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
22539,Producers and Directors,Write and submit proposals to bid on contracts for projects.,c7d9a242-8c1f-4806-a14a-932b009cb4ae,2025/4/17,Expert,1,3,5,5,3,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
22535,Producers and Directors,Cut and edit film or tape to integrate component parts into desired sequences.,c7d9a242-8c1f-4806-a14a-932b009cb4ae,2025/4/17,Expert,1,2,4,5,4,False,False,False,False,False,False,1,4,3,5,5,False,True,True,True,True,True,False,FALSE,
22537,Producers and Directors,Review film daily to check on work in progress and to plan for future filming.,c7d9a242-8c1f-4806-a14a-932b009cb4ae,2025/4/17,Average,5,1,1,1,1,True,True,True,False,False,True,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
22427,Librarians and Media Collections Specialists,"Compile lists of books, periodicals, articles, and audio-visual materials on particular subjects.",fe693e85-5ced-40b2-a76e-4ef33d999664,2025/4/29,Expert,1,4,5,5,5,False,False,False,False,False,False,1,4,2,4,3,False,False,False,True,False,True,True,FALSE,I’m thinking in particular about the reference interview aspects of the job
18022,Regulatory Affairs Managers,"Direct the preparation and submission of regulatory agency applications, reports, or correspondence.",025b1004-5fe4-48e7-bcb9-2250dc078ed6,2025/4/29,Expert,2,3,5,2,4,False,False,False,False,False,False,3,2,5,4,2,False,False,False,False,False,False,False,FALSE,FALSE
18030,Regulatory Affairs Managers,"Maintain current knowledge of relevant regulations, including proposed and final rules.",025b1004-5fe4-48e7-bcb9-2250dc078ed6,2025/4/29,Average,5,1,4,2,1,True,True,False,False,False,True,1,1,1,1,5,False,False,False,False,True,False,True,,
1317,Network and Computer Systems Administrators,Perform data backups and disaster recovery operations.,efca99fb-9e74-45f9-9ddf-4ae0a1280c26,2025/4/30,Expert,3,1,3,2,4,False,True,False,False,False,True,2,3,3,5,4,True,True,True,True,True,True,False,,
1325,Network and Computer Systems Administrators,Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future.,efca99fb-9e74-45f9-9ddf-4ae0a1280c26,2025/4/30,Expert,2,3,5,3,4,False,False,False,False,False,False,1,3,4,4,4,True,True,True,False,True,True,False,FALSE,
18037,Regulatory Affairs Managers,"Review all regulatory agency submission materials to ensure timeliness, accuracy, comprehensiveness, or compliance with regulatory standards.",a9f5cc2e-d8d1-4120-9a9a-2f2d3e492a9c,2025/5/2,Novice,4,1,3,1,3,True,True,False,False,False,True,1,2,3,4,3,False,False,False,True,True,False,True,,
15590,Clinical Research Coordinators,Contact industry representatives to ensure equipment and software specifications necessary for successful study completion.,4de8b025-51d0-48fc-a455-3c7f4ce28cd3,2025/5/3,Novice,4,1,2,2,2,True,False,True,True,False,True,1,3,3,3,3,False,True,True,True,True,True,False,,
20737,Mechanical Engineers,"Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software.",16cebf6c-2677-4194-9a33-216caa637858,2025/5/3,Expert,4,2,2,2,1,True,True,True,False,False,True,1,2,3,4,2,False,False,False,False,False,False,False,,FALSE
5160,Proofreaders and Copy Markers,Read corrected copies or proofs to ensure that all corrections have been made.,21d89a2e-baab-4bfc-832e-f12a0c5efb83,2025/4/17,Novice,3,2,4,2,1,True,True,True,False,False,False,1,4,3,3,2,False,False,False,False,False,False,False,,FALSE
5161,Proofreaders and Copy Markers,"Compare information or figures on one record against same data on other records, or with original copy, to detect errors.",21d89a2e-baab-4bfc-832e-f12a0c5efb83,2025/4/17,Average,3,1,1,1,1,True,False,True,False,True,False,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
5163,Proofreaders and Copy Markers,"Route proofs with marked corrections to authors, editors, typists, or typesetters for correction or reprinting.",21d89a2e-baab-4bfc-832e-f12a0c5efb83,2025/4/17,Average,2,3,4,2,2,False,False,False,False,False,False,1,3,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
21447,Compliance Officers,"Evaluate applications, records, or documents to gather information about eligibility or liability issues.",ee352aa4-bb70-4071-8ae7-c8adb5c0e5e1,2025/4/17,Expert,2,1,3,1,5,False,False,False,False,False,False,1,4,5,4,5,False,True,True,True,False,True,True,FALSE,
21449,Compliance Officers,"Prepare reports of activities, evaluations, recommendations, or decisions.",ee352aa4-bb70-4071-8ae7-c8adb5c0e5e1,2025/4/17,Novice,4,2,2,2,2,True,True,True,False,False,True,1,2,1,3,3,False,False,True,False,False,False,False,,
21457,Compliance Officers,Prepare correspondence to inform concerned parties of licensing decisions or appeals processes.,ee352aa4-bb70-4071-8ae7-c8adb5c0e5e1,2025/4/17,Average,5,1,1,1,1,True,True,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
1340,Aerospace Engineers,"Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.",4e8c8830-73ce-42c3-95dd-b6e541882569,2025/4/17,Novice,4,1,3,1,1,True,True,True,True,True,False,1,2,1,4,3,False,False,True,True,True,False,False,,
20726,Aerospace Engineers,"Develop design criteria for aeronautical or aerospace products or systems, including testing methods, production costs, quality standards, environmental standards, or completion dates.",4e8c8830-73ce-42c3-95dd-b6e541882569,2025/4/17,Novice,2,2,2,1,3,False,False,False,False,False,False,1,5,5,5,4,False,True,True,True,True,True,False,FALSE,
1346,Aerospace Engineers,Maintain records of performance reports for future reference.,4e8c8830-73ce-42c3-95dd-b6e541882569,2025/4/17,Novice,5,1,1,1,1,True,True,True,False,False,False,1,5,1,1,2,False,False,False,False,False,False,False,,FALSE
21449,Compliance Officers,"Prepare reports of activities, evaluations, recommendations, or decisions.",f61d39b0-2691-45a3-8e8b-c0553f6d0880,2025/4/17,Average,5,4,4,1,3,True,True,True,False,False,True,3,4,4,4,4,True,True,True,True,True,True,True,,
21447,Compliance Officers,"Evaluate applications, records, or documents to gather information about eligibility or liability issues.",f61d39b0-2691-45a3-8e8b-c0553f6d0880,2025/4/17,Average,5,3,3,1,3,True,True,True,False,True,True,3,4,3,4,4,True,True,True,True,True,True,False,,
21457,Compliance Officers,Prepare correspondence to inform concerned parties of licensing decisions or appeals processes.,f61d39b0-2691-45a3-8e8b-c0553f6d0880,2025/4/17,Novice,5,1,2,5,2,True,True,True,False,True,True,2,3,3,4,5,True,True,True,True,True,True,False,,
16199,Video Game Designers,Balance and adjust gameplay experiences to ensure the critical and commercial success of the product.,914f9b95-c3c0-4310-90c9-7f1eee487222,2025/4/18,Average,3,2,3,2,4,False,False,True,False,False,False,2,2,4,3,3,True,True,False,False,False,True,False,,
16217,Video Game Designers,"Create core game features, including storylines, role-play mechanics, and character biographies for a new video game or game franchise.",914f9b95-c3c0-4310-90c9-7f1eee487222,2025/4/18,Average,3,1,3,3,3,False,True,False,False,False,False,2,3,3,2,4,False,False,False,False,False,True,True,,
16198,Video Game Designers,Provide feedback to designers and other colleagues regarding game design features.,914f9b95-c3c0-4310-90c9-7f1eee487222,2025/4/18,Novice,2,1,3,2,3,False,False,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
16212,Video Game Designers,"Create and manage documentation, production schedules, prototyping goals, and communication plans in collaboration with production staff.",914f9b95-c3c0-4310-90c9-7f1eee487222,2025/4/18,Average,3,2,2,3,2,False,True,False,False,False,False,2,3,3,2,2,False,False,False,False,False,False,False,,FALSE
16202,Video Game Designers,Provide feedback to production staff regarding technical game qualities or adherence to original design.,914f9b95-c3c0-4310-90c9-7f1eee487222,2025/4/18,Novice,2,1,2,2,3,False,False,False,False,False,False,3,4,5,2,5,False,False,False,False,False,False,True,FALSE,
16211,Video Game Designers,Create gameplay prototypes for presentation to creative and technical staff and management.,914f9b95-c3c0-4310-90c9-7f1eee487222,2025/4/18,Expert,4,4,3,4,5,False,False,False,False,False,True,4,4,3,4,4,False,False,True,False,False,False,False,,
16194,Video Game Designers,"Review or evaluate competitive products, film, music, television, and other art forms to generate new game design ideas.",914f9b95-c3c0-4310-90c9-7f1eee487222,2025/4/18,Average,3,3,2,3,3,False,False,False,False,False,True,3,4,2,4,3,True,False,False,True,True,False,False,,
7368,Mathematicians,Develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.,080b8b67-d575-4cc9-bf36-c0de2e9cab37,2025/4/18,Expert,5,5,5,2,5,False,False,True,False,False,False,1,5,5,5,5,False,False,False,False,False,False,False,,
7373,Mathematicians,"Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.",080b8b67-d575-4cc9-bf36-c0de2e9cab37,2025/4/18,Expert,5,4,4,5,5,False,False,False,False,False,True,5,5,4,4,5,False,False,True,False,False,False,False,,
3414,Loan Officers,Compute payment schedules.,58c81c55-fc11-40af-8a77-d068916feecf,2025/4/24,Expert,1,2,4,1,4,False,False,False,False,False,False,2,1,1,3,1,False,False,False,False,False,False,False,FALSE,FALSE
7370,Mathematicians,Perform computations and apply methods of numerical analysis to data.,080b8b67-d575-4cc9-bf36-c0de2e9cab37,2025/4/18,Novice,5,5,4,4,5,False,False,True,False,False,False,5,5,4,5,5,False,True,False,False,False,False,False,,
9352,Photographers,"Manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.",14fb1680-a97c-4db3-9aec-3d2db04e1cbd,2025/4/18,Average,1,1,1,2,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
9351,Photographers,"Estimate or measure light levels, distances, and numbers of exposures needed, using measuring devices and formulas.",14fb1680-a97c-4db3-9aec-3d2db04e1cbd,2025/4/18,Average,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
20560,Photographers,Write photograph captions.,14fb1680-a97c-4db3-9aec-3d2db04e1cbd,2025/4/18,Average,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
5503,Geographers,"Create and modify maps, graphs, or diagrams, using geographical information software and related equipment, and principles of cartography, such as coordinate systems, longitude, latitude, elevation, topography, and map scales.",cba0969e-9021-429e-8149-3cb8a39b257a,2025/4/18,Average,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
5506,Geographers,Locate and obtain existing geographic information databases.,cba0969e-9021-429e-8149-3cb8a39b257a,2025/4/18,Average,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
16252,Biostatisticians,Prepare tables and graphs to present clinical data or results.,6cb7681e-3df7-488d-b546-94f19ec5b973,2025/4/18,Novice,5,1,2,1,1,True,True,True,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
16265,Biostatisticians,"Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.",6cb7681e-3df7-488d-b546-94f19ec5b973,2025/4/18,Novice,2,4,4,4,3,False,False,False,False,False,False,1,3,4,4,4,False,True,True,True,True,False,True,FALSE,
16262,Biostatisticians,Review clinical or other medical research protocols and recommend appropriate statistical analyses.,6cb7681e-3df7-488d-b546-94f19ec5b973,2025/4/18,Novice,2,1,4,4,3,False,False,False,False,False,False,1,5,4,4,4,False,True,True,True,True,False,True,FALSE,
16249,Biostatisticians,Write program code to analyze data with statistical analysis software.,6cb7681e-3df7-488d-b546-94f19ec5b973,2025/4/18,Average,4,3,3,2,2,True,True,True,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
1339,Aerospace Engineers,"Formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.",31e20ef9-82e1-4a02-99d6-1d2a6eea7040,2025/4/18,Expert,4,4,3,5,2,False,False,True,False,True,True,3,3,3,3,3,False,True,True,False,False,False,False,,
1340,Aerospace Engineers,"Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.",31e20ef9-82e1-4a02-99d6-1d2a6eea7040,2025/4/18,Average,3,3,3,4,2,False,False,False,False,False,True,3,3,3,3,3,False,False,True,False,False,False,False,,
11405,Data Entry Keyers,"Locate and correct data entry errors, or report them to supervisors.",9b4c3e82-226c-42af-becc-31cf10133cf0,2025/4/18,Average,4,1,2,3,2,True,True,False,False,False,False,1,1,3,1,2,False,False,False,False,False,False,False,,FALSE
11403,Data Entry Keyers,"Compare data with source documents, or re-enter data in verification format to detect errors.",9b4c3e82-226c-42af-becc-31cf10133cf0,2025/4/18,Average,1,2,2,1,3,False,False,False,False,False,False,2,1,1,3,1,False,False,False,False,False,False,False,FALSE,FALSE
11404,Data Entry Keyers,Store completed documents in appropriate locations.,9b4c3e82-226c-42af-becc-31cf10133cf0,2025/4/18,Average,5,1,2,2,1,True,True,False,False,False,False,2,1,2,3,1,False,False,False,False,False,False,False,,FALSE
20735,Mechanical Engineers,"Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.",0e06dbfd-a2df-463a-b3cb-ab404646dc16,2025/4/18,Expert,2,3,2,2,2,False,False,False,False,False,False,3,2,2,3,3,True,False,False,True,True,False,False,FALSE,
1411,Mechanical Engineers,"Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.",0e06dbfd-a2df-463a-b3cb-ab404646dc16,2025/4/18,Expert,2,2,2,2,2,False,False,False,False,False,False,2,2,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
1418,Mechanical Engineers,Provide feedback to design engineers on customer problems or needs.,0e06dbfd-a2df-463a-b3cb-ab404646dc16,2025/4/18,Expert,2,2,2,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
18931,Fundraisers,Write and send letters of thanks to donors.,97c596b3-64b6-4920-80ea-b4f1d02b231b,2025/4/18,Expert,4,4,3,4,4,True,False,False,False,False,False,4,4,4,4,1,False,False,False,False,False,False,False,,FALSE
18919,Fundraisers,Monitor progress of fundraising drives.,97c596b3-64b6-4920-80ea-b4f1d02b231b,2025/4/18,Expert,4,5,5,1,4,True,False,False,False,False,False,5,5,5,5,2,False,False,False,False,False,False,False,,FALSE
18911,Fundraisers,"Develop or implement fundraising activities, such as annual giving campaigns or direct mail programs.",97c596b3-64b6-4920-80ea-b4f1d02b231b,2025/4/18,Expert,3,3,4,4,4,False,False,False,False,False,False,4,4,3,4,3,False,False,False,False,False,False,False,,
7360,Tax Preparers,"Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum.",da018cf4-8d69-4415-a75f-a696e0360c06,2025/4/18,Expert,4,3,3,4,1,False,False,False,True,False,True,3,3,3,3,3,False,False,False,False,True,False,False,,
7362,Tax Preparers,"Review financial records, such as income statements and documentation of expenditures to determine forms needed to prepare tax returns.",da018cf4-8d69-4415-a75f-a696e0360c06,2025/4/18,Expert,3,3,3,4,3,False,False,False,False,False,True,3,3,3,3,3,False,True,False,False,False,False,False,,
7358,Tax Preparers,"Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables.",da018cf4-8d69-4415-a75f-a696e0360c06,2025/4/18,Average,4,3,3,4,1,False,False,False,False,False,True,4,3,3,3,3,False,False,False,True,False,False,False,,
11405,Data Entry Keyers,"Locate and correct data entry errors, or report them to supervisors.",b2b0fe19-0559-4e14-8625-bcf793297d10,2025/4/18,Expert,2,3,4,5,4,False,False,False,False,False,False,1,2,2,3,4,False,True,True,False,True,True,True,FALSE,
11402,Data Entry Keyers,"Compile, sort, and verify the accuracy of data before it is entered.",b2b0fe19-0559-4e14-8625-bcf793297d10,2025/4/18,Expert,2,3,4,3,4,False,False,False,False,False,False,1,2,4,4,4,False,True,True,True,True,False,True,FALSE,
11403,Data Entry Keyers,"Compare data with source documents, or re-enter data in verification format to detect errors.",b2b0fe19-0559-4e14-8625-bcf793297d10,2025/4/18,Expert,2,3,4,4,4,False,False,False,False,False,False,1,2,4,4,4,False,True,True,True,True,False,True,FALSE,
11401,Data Entry Keyers,"Read source documents such as canceled checks, sales reports, or bills, and enter data in specific data fields or onto tapes or disks for subsequent entry, using keyboards or scanners.",b2b0fe19-0559-4e14-8625-bcf793297d10,2025/4/18,Expert,2,2,3,4,4,False,False,False,False,False,False,3,2,4,4,4,False,True,True,True,True,False,True,FALSE,
22626,"News Analysts, Reporters, and Journalists",Analyze and interpret news and information received from various sources to broadcast the information.,f13f8236-1e89-4c97-96b6-b8a424418d61,2025/4/19,Average,4,3,3,1,2,True,True,False,False,False,True,1,3,2,3,1,False,False,False,False,False,False,False,,FALSE
22623,"News Analysts, Reporters, and Journalists","Write commentaries, columns, or scripts, using computers.",f13f8236-1e89-4c97-96b6-b8a424418d61,2025/4/19,Average,4,1,2,1,2,True,True,False,False,False,True,2,4,2,4,2,False,False,False,False,False,False,False,,FALSE
22625,"News Analysts, Reporters, and Journalists","Examine news items of local, national, and international significance to determine topics to address, or obtain assignments from editorial staff members.",f13f8236-1e89-4c97-96b6-b8a424418d61,2025/4/19,Average,3,3,4,1,3,True,True,False,False,False,True,2,2,2,2,1,False,False,False,False,False,False,False,,FALSE
19050,Judicial Law Clerks,"Prepare briefs, legal memoranda, or statements of issues involved in cases, including appropriate suggestions or recommendations.",4dcf86e8-14ff-4cc8-89f6-2f5aad8d2147,2025/4/19,Average,3,4,5,2,3,True,False,True,True,True,False,1,3,5,5,5,False,True,True,True,True,True,True,,
19047,Judicial Law Clerks,"Draft or proofread judicial opinions, decisions, or citations.",4dcf86e8-14ff-4cc8-89f6-2f5aad8d2147,2025/4/19,Average,2,4,5,2,4,False,False,False,False,False,False,1,5,5,5,5,True,True,True,True,True,True,True,FALSE,
19052,Judicial Law Clerks,"Review complaints, petitions, motions, or pleadings that have been filed to determine issues involved or basis for relief.",4dcf86e8-14ff-4cc8-89f6-2f5aad8d2147,2025/4/19,Average,3,4,5,2,2,True,True,True,False,False,True,1,1,3,3,4,False,False,True,False,True,True,True,,
16974,Quality Control Analysts,"Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.",e33c1b2d-cb36-4a40-84cb-63e67a0ac05d,2025/4/19,Expert,5,5,4,4,4,True,False,False,False,False,False,4,4,3,4,1,False,False,False,False,False,False,False,,FALSE
16973,Quality Control Analysts,Investigate or report questionable test results.,e33c1b2d-cb36-4a40-84cb-63e67a0ac05d,2025/4/19,Expert,4,5,4,4,5,True,False,False,False,False,False,4,3,4,4,1,False,False,False,False,False,False,False,,FALSE
16976,Quality Control Analysts,Evaluate analytical methods and procedures to determine how they might be improved.,e33c1b2d-cb36-4a40-84cb-63e67a0ac05d,2025/4/19,Expert,3,4,4,4,3,True,False,False,False,False,False,4,4,4,4,2,False,False,False,False,False,False,False,,FALSE
23193,"Securities, Commodities, and Financial Services Sales Agents",Monitor markets or positions.,a4b950e0-7ffb-42a1-9510-6aa757113fc9,2025/4/19,Average,5,1,1,3,1,True,True,False,True,True,False,1,1,4,2,1,False,False,False,False,False,False,False,,FALSE
22409,Librarians and Media Collections Specialists,"Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.",876782a3-ceb0-4dc1-8889-b1a5c9dc2639,2025/4/19,Expert,4,4,3,4,2,False,True,False,False,False,True,4,4,4,4,3,False,False,False,True,False,False,False,,
22410,Librarians and Media Collections Specialists,"Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors.",876782a3-ceb0-4dc1-8889-b1a5c9dc2639,2025/4/19,Expert,3,3,3,3,1,False,True,False,True,False,False,3,2,3,2,2,False,False,False,False,False,False,False,,FALSE
22411,Librarians and Media Collections Specialists,"Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions.",876782a3-ceb0-4dc1-8889-b1a5c9dc2639,2025/4/19,Expert,3,2,3,4,2,False,True,False,False,False,False,3,2,3,2,3,False,False,False,True,False,False,False,,
15898,Logistics Analysts,Maintain databases of logistics information.,fc661460-c580-410e-bf95-358a2104651d,2025/5/4,Average,4,2,3,2,4,False,True,True,False,False,False,2,3,3,3,2,False,False,False,False,False,False,False,,FALSE
19056,Judicial Law Clerks,Coordinate judges' meeting and appointment schedules.,408abdc9-0708-498e-a441-c671c5da82b2,2025/4/20,Average,5,1,2,1,1,True,True,False,False,False,False,2,2,2,1,1,False,False,False,False,False,False,False,,FALSE
19053,Judicial Law Clerks,Review dockets of pending litigation to ensure adequate progress.,408abdc9-0708-498e-a441-c671c5da82b2,2025/4/20,Average,5,1,1,1,1,True,True,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
19057,Judicial Law Clerks,"Enter information into computerized court calendar, filing, or case management systems.",408abdc9-0708-498e-a441-c671c5da82b2,2025/4/20,Average,5,1,1,1,1,True,True,True,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
7360,Tax Preparers,"Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum.",87f90798-6908-4e8e-88ee-992912601b73,2025/4/20,Expert,4,4,5,1,5,True,True,True,False,False,True,5,1,1,5,2,False,False,False,False,False,False,False,,FALSE
7358,Tax Preparers,"Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables.",87f90798-6908-4e8e-88ee-992912601b73,2025/4/20,Expert,5,5,5,1,1,True,True,True,True,False,False,5,1,1,5,2,False,False,False,False,False,False,False,,FALSE
7362,Tax Preparers,"Review financial records, such as income statements and documentation of expenditures to determine forms needed to prepare tax returns.",87f90798-6908-4e8e-88ee-992912601b73,2025/4/20,Expert,5,5,5,1,5,True,True,True,True,False,False,5,1,1,5,2,False,False,False,False,False,False,False,,FALSE
7359,Tax Preparers,Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.,87f90798-6908-4e8e-88ee-992912601b73,2025/4/20,Expert,5,5,5,1,1,True,True,True,True,False,False,5,1,1,5,2,False,False,False,False,False,False,False,,FALSE
7363,Tax Preparers,Furnish taxpayers with sufficient information and advice to ensure correct tax form completion.,87f90798-6908-4e8e-88ee-992912601b73,2025/4/20,Expert,3,5,5,1,5,False,False,False,False,True,False,1,5,1,5,5,False,False,False,True,False,False,False,,
7364,Tax Preparers,Consult tax law handbooks or bulletins to determine procedures for preparation of atypical returns.,87f90798-6908-4e8e-88ee-992912601b73,2025/4/20,Expert,5,5,5,1,3,True,False,True,False,False,True,1,1,1,5,1,False,False,False,False,False,False,False,,FALSE
20363,Tax Preparers,Answer questions and provide future tax planning to clients.,87f90798-6908-4e8e-88ee-992912601b73,2025/4/20,Expert,4,5,5,1,5,False,False,False,True,False,False,1,5,4,4,5,False,False,False,True,False,True,False,,
7365,Tax Preparers,Calculate form preparation fees according to return complexity and processing time required.,87f90798-6908-4e8e-88ee-992912601b73,2025/4/20,Expert,5,1,1,1,1,False,True,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
21165,Tax Preparers,Schedule appointments with clients.,87f90798-6908-4e8e-88ee-992912601b73,2025/4/20,Expert,5,1,1,1,1,True,True,True,False,False,True,1,5,1,1,3,False,False,False,True,False,False,False,,
21447,Compliance Officers,"Evaluate applications, records, or documents to gather information about eligibility or liability issues.",56d696b0-5931-43ec-81bb-8eb4d4b2fc09,2025/4/20,Average,4,4,4,4,4,False,False,False,False,False,True,4,4,5,4,3,False,False,False,False,False,False,False,,
21449,Compliance Officers,"Prepare reports of activities, evaluations, recommendations, or decisions.",56d696b0-5931-43ec-81bb-8eb4d4b2fc09,2025/4/20,Expert,4,5,4,3,4,False,False,False,False,False,False,4,4,4,4,2,False,False,False,False,False,False,False,,FALSE
16217,Video Game Designers,"Create core game features, including storylines, role-play mechanics, and character biographies for a new video game or game franchise.",7687046a-120f-4300-8be3-c7d5a3cbf9d5,2025/4/21,Average,2,2,3,1,4,False,False,False,False,False,False,1,4,4,3,4,False,True,True,True,True,True,True,FALSE,"I have found AI is incapable of creativity, this task requires creative ideas. "
16209,Video Game Designers,"Develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.",7687046a-120f-4300-8be3-c7d5a3cbf9d5,2025/4/21,Average,3,1,3,1,2,False,True,False,False,False,False,1,3,2,4,3,False,True,True,True,True,False,False,,
16201,Video Game Designers,"Solicit, obtain, and integrate feedback from design and technical staff into original game design.",7687046a-120f-4300-8be3-c7d5a3cbf9d5,2025/4/21,Average,4,1,4,1,2,True,False,False,False,False,True,1,4,3,3,4,False,False,False,True,True,True,True,"I think the obtaining part is the part that would be best optimized by AI, as it could summarize the feedback gvien. ",The implementation of feedback would certainly need to be handled mostly by a person. 
22657,Writers and Authors,"Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.",c2d5e573-32b5-4da5-9f7a-e75c6c9f6e9f,2025/4/21,Novice,2,1,1,1,1,False,False,False,False,False,False,1,2,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
22658,Writers and Authors,Conduct research and interviews to determine which of a product's selling features should be promoted.,c2d5e573-32b5-4da5-9f7a-e75c6c9f6e9f,2025/4/21,Novice,2,1,1,1,1,False,False,False,False,False,False,1,2,2,3,3,False,False,True,True,False,False,False,FALSE,
22655,Writers and Authors,Vary language and tone of messages based on product and medium.,c2d5e573-32b5-4da5-9f7a-e75c6c9f6e9f,2025/4/21,Novice,3,1,1,2,2,True,True,False,False,False,False,2,2,1,3,2,False,False,False,False,False,False,False,,FALSE
2705,Public Safety Telecommunicators,"Determine response requirements and relative priorities of situations, and dispatch units in accordance with established procedures.",3415d8ec-e4f5-4350-8d49-eca289085d05,2025/4/21,Expert,4,5,5,4,4,True,True,False,False,False,False,4,2,5,5,1,False,False,False,False,False,False,False,,FALSE
2714,Public Safety Telecommunicators,"Maintain files of information relating to emergency calls, such as personnel rosters and emergency call-out and pager files.",3415d8ec-e4f5-4350-8d49-eca289085d05,2025/4/21,Expert,5,4,4,4,3,True,False,False,False,False,False,4,2,4,4,1,False,False,False,False,False,False,False,,FALSE
2712,Public Safety Telecommunicators,"Maintain access to, and security of, highly sensitive materials.",3415d8ec-e4f5-4350-8d49-eca289085d05,2025/4/21,Expert,4,5,5,1,3,True,False,False,True,False,False,4,4,5,4,1,False,False,False,False,False,False,False,,FALSE
20483,"Architects, Except Landscape and Naval",Develop final construction plans that include aesthetic representations of the structure or details for its construction.,6f8a8a98-6957-431d-a7bb-77af4da0fb56,2025/4/21,Expert,3,4,3,4,2,False,False,False,False,False,True,3,3,3,3,2,False,False,False,False,False,False,False,,FALSE
19596,"Architects, Except Landscape and Naval","Plan or design structures such as residences, office buildings, theatres, factories, or other structural properties in accordance with environmental, safety, or other regulations.",6f8a8a98-6957-431d-a7bb-77af4da0fb56,2025/4/21,Average,2,3,3,4,3,False,False,False,False,False,False,2,2,2,3,1,False,False,False,False,False,False,False,FALSE,FALSE
20479,"Architects, Except Landscape and Naval","Prepare scale drawings or architectural designs, using computer-aided design or other tools.",6f8a8a98-6957-431d-a7bb-77af4da0fb56,2025/4/21,Novice,2,2,2,3,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
16280,Clinical Data Managers,"Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.",0d584f8a-c33c-4789-a23b-0e390b631e5b,2025/4/21,Average,5,2,2,1,1,True,True,False,True,False,False,1,4,1,3,2,False,False,False,False,False,False,False,,FALSE
16277,Clinical Data Managers,"Prepare data analysis listings and activity, performance, or progress reports.",0d584f8a-c33c-4789-a23b-0e390b631e5b,2025/4/21,Expert,3,2,4,1,3,True,False,False,False,False,False,1,4,3,4,4,False,True,True,True,True,True,True,,
16270,Clinical Data Managers,Develop technical specifications for data management programming and communicate needs to information technology staff.,0d584f8a-c33c-4789-a23b-0e390b631e5b,2025/4/21,Expert,3,3,3,1,3,True,False,True,False,False,True,1,3,3,3,4,False,True,True,True,True,True,True,,
22416,Librarians and Media Collections Specialists,"Code, classify, and catalog books, publications, films, audio-visual aids, and other library materials, based on subject matter or standard library classification systems.",39d0c500-bbe6-4ded-8cfd-450e18792eaf,2025/4/21,Expert,1,3,4,4,4,False,False,False,False,False,False,3,4,4,5,5,True,True,True,True,True,True,True,FALSE,
22409,Librarians and Media Collections Specialists,"Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.",39d0c500-bbe6-4ded-8cfd-450e18792eaf,2025/4/21,Expert,1,1,4,4,4,False,False,False,False,False,False,4,4,4,4,5,True,True,True,True,True,True,True,FALSE,
22420,Librarians and Media Collections Specialists,Locate unusual or unique information in response to specific requests.,39d0c500-bbe6-4ded-8cfd-450e18792eaf,2025/4/21,Average,1,1,3,4,5,False,False,False,False,False,False,4,5,4,5,5,True,True,True,True,True,True,True,FALSE,
16265,Biostatisticians,"Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.",e7bca64a-cce0-4fc9-9dec-a837f0887b85,2025/4/21,Expert,5,4,4,3,3,True,False,False,False,False,True,1,4,4,4,3,False,False,True,True,True,True,True,,
16252,Biostatisticians,Prepare tables and graphs to present clinical data or results.,e7bca64a-cce0-4fc9-9dec-a837f0887b85,2025/4/21,Average,5,2,2,1,2,True,True,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
16262,Biostatisticians,Review clinical or other medical research protocols and recommend appropriate statistical analyses.,e7bca64a-cce0-4fc9-9dec-a837f0887b85,2025/4/21,Average,3,1,3,2,5,False,False,False,False,False,True,1,4,5,4,4,False,False,True,True,True,True,True,,
16246,Biostatisticians,Calculate sample size requirements for clinical studies.,4b33cee5-9a5f-4998-a0f7-2ba7861bf374,2025/4/21,Average,4,2,1,1,1,True,True,True,False,True,True,2,2,3,3,2,False,False,False,False,False,False,False,,FALSE
16252,Biostatisticians,Prepare tables and graphs to present clinical data or results.,4b33cee5-9a5f-4998-a0f7-2ba7861bf374,2025/4/21,Expert,4,3,2,1,1,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
16262,Biostatisticians,Review clinical or other medical research protocols and recommend appropriate statistical analyses.,4b33cee5-9a5f-4998-a0f7-2ba7861bf374,2025/4/21,Expert,4,2,2,4,1,True,True,True,False,False,True,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
22416,Librarians and Media Collections Specialists,"Code, classify, and catalog books, publications, films, audio-visual aids, and other library materials, based on subject matter or standard library classification systems.",fde1967d-02fd-4007-b12d-968ba198174e,2025/4/21,Expert,1,4,5,5,5,False,False,False,False,False,False,5,4,4,4,4,True,True,True,True,False,True,True,FALSE,
22410,Librarians and Media Collections Specialists,"Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors.",fde1967d-02fd-4007-b12d-968ba198174e,2025/4/21,Expert,1,1,2,2,2,False,False,False,False,False,False,4,4,3,3,4,True,True,False,True,False,True,False,FALSE,
22420,Librarians and Media Collections Specialists,Locate unusual or unique information in response to specific requests.,fde1967d-02fd-4007-b12d-968ba198174e,2025/4/21,Expert,1,1,3,2,2,False,False,False,False,False,False,2,4,2,5,4,False,False,True,True,True,True,False,FALSE,
8957,Statisticians,"Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.",6d4d290f-d500-4187-a098-842945b68542,2025/4/21,Expert,1,3,4,2,5,False,False,False,False,False,False,2,3,2,4,5,False,True,True,True,True,True,True,FALSE,
8956,Statisticians,Analyze and interpret statistical data to identify significant differences in relationships among sources of information.,6d4d290f-d500-4187-a098-842945b68542,2025/4/21,Expert,1,2,5,3,5,False,False,False,False,False,False,1,4,3,4,5,False,True,True,True,True,True,False,FALSE,
8955,Statisticians,"Identify relationships and trends in data, as well as any factors that could affect the results of research.",6d4d290f-d500-4187-a098-842945b68542,2025/4/21,Expert,1,1,4,2,5,False,False,False,False,False,False,1,3,3,4,5,False,False,False,False,False,False,False,FALSE,
9351,Photographers,"Estimate or measure light levels, distances, and numbers of exposures needed, using measuring devices and formulas.",64fedc4b-5010-4fbb-aaea-d766b24d710b,2025/4/21,Average,4,4,4,2,4,False,False,False,False,False,True,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
20560,Photographers,Write photograph captions.,64fedc4b-5010-4fbb-aaea-d766b24d710b,2025/4/21,Expert,3,4,2,2,3,False,False,False,False,False,True,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
15979,Sustainability Specialists,"Assess or propose sustainability initiatives, considering factors such as cost effectiveness, technical feasibility, and acceptance.",0c82e0ae-c69c-4569-b134-7452da7be456,2025/4/21,Average,3,2,3,2,4,True,False,True,False,False,True,2,4,4,4,4,False,True,False,False,False,True,True,,
15975,Sustainability Specialists,Create or maintain plans or other documents related to sustainability projects.,0c82e0ae-c69c-4569-b134-7452da7be456,2025/4/21,Expert,5,1,4,3,2,False,True,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
15978,Sustainability Specialists,Collect information about waste stream management or green building practices to inform decision makers.,0c82e0ae-c69c-4569-b134-7452da7be456,2025/4/21,Expert,2,1,3,2,3,False,False,False,False,False,False,3,2,2,3,3,True,False,False,False,True,False,False,FALSE,
15980,Sustainability Specialists,"Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling.",12767c62-8b9c-4e39-8133-9411bf97322f,2025/4/21,Average,2,2,3,2,4,False,False,False,False,False,False,2,3,4,4,4,False,True,True,False,False,True,True,FALSE,
15979,Sustainability Specialists,"Assess or propose sustainability initiatives, considering factors such as cost effectiveness, technical feasibility, and acceptance.",12767c62-8b9c-4e39-8133-9411bf97322f,2025/4/21,Average,3,2,3,2,3,True,False,True,False,False,False,2,3,4,4,4,False,True,True,False,True,True,True,,
15969,Sustainability Specialists,"Research or review regulatory, technical, or market issues related to sustainability.",12767c62-8b9c-4e39-8133-9411bf97322f,2025/4/21,Expert,2,3,4,3,4,False,False,False,False,False,False,1,4,3,4,3,False,False,True,True,False,True,True,FALSE,
20242,Art Directors,"Research current trends and new technology, such as printing production techniques, computer software, and design trends.",0fa7fb54-5cf7-4afd-afcd-e8b63df28126,2025/4/21,Expert,3,1,4,1,4,True,True,False,False,False,True,1,4,4,4,4,False,True,True,True,True,True,True,,
288,Art Directors,Present final layouts to clients for approval.,0fa7fb54-5cf7-4afd-afcd-e8b63df28126,2025/4/21,Novice,1,1,4,1,4,False,False,False,False,False,False,1,4,4,4,4,False,True,True,True,True,True,True,FALSE,
284,Art Directors,"Formulate basic layout design or presentation approach and specify material details, such as style and size of type, photographs, graphics, animation, video, and sound.",0fa7fb54-5cf7-4afd-afcd-e8b63df28126,2025/4/21,Expert,1,2,4,1,4,False,False,False,False,False,False,1,4,4,4,4,True,True,True,True,True,True,True,FALSE,
8870,Treasurers and Controllers,Evaluate needs for procurement of funds and investment of surpluses and make appropriate recommendations.,bc351bbd-429f-4afe-91c9-b9b3a5740b39,2025/4/21,Expert,1,1,3,1,2,False,False,False,False,False,False,1,4,4,5,4,False,True,True,True,True,True,True,FALSE,
8865,Treasurers and Controllers,"Coordinate and direct the financial planning, budgeting, procurement, or investment activities of all or part of an organization.",bc351bbd-429f-4afe-91c9-b9b3a5740b39,2025/4/21,Expert,2,2,4,3,4,False,False,False,False,False,False,4,4,3,4,4,True,False,True,True,True,True,True,FALSE,
8867,Treasurers and Controllers,"Analyze the financial details of past, present, and expected operations to identify development opportunities and areas where improvement is needed.",bc351bbd-429f-4afe-91c9-b9b3a5740b39,2025/4/21,Expert,4,1,3,2,2,True,False,False,False,True,True,1,4,3,4,5,False,False,True,True,True,True,True,,
8956,Statisticians,Analyze and interpret statistical data to identify significant differences in relationships among sources of information.,def14a03-3b7b-4c0a-b1e4-48fc58622ab1,2025/4/21,Novice,3,4,4,2,4,True,True,False,False,False,True,1,4,3,4,4,False,True,True,True,True,True,True,,
8957,Statisticians,"Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.",def14a03-3b7b-4c0a-b1e4-48fc58622ab1,2025/4/21,Expert,3,3,4,2,4,True,True,True,False,False,False,1,4,5,5,4,False,True,True,False,True,True,True,,
15980,Sustainability Specialists,"Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling.",28dd7516-c4b5-46cd-8d51-f454da67fdfd,2025/4/21,Expert,3,4,5,2,4,True,False,True,False,False,False,4,3,2,3,3,True,False,False,False,True,True,False,,
15968,Sustainability Specialists,Review and revise sustainability proposals or policies.,28dd7516-c4b5-46cd-8d51-f454da67fdfd,2025/4/21,Average,4,3,3,2,4,True,False,True,False,False,True,3,3,4,2,3,True,False,False,True,False,True,False,,
15969,Sustainability Specialists,"Research or review regulatory, technical, or market issues related to sustainability.",28dd7516-c4b5-46cd-8d51-f454da67fdfd,2025/4/21,Average,4,4,2,3,4,False,True,True,False,False,True,3,3,4,2,2,False,False,False,False,False,False,False,,FALSE
7320,Financial Examiners,"Review balance sheets, operating income and expense accounts, and loan documentation to confirm institution assets and liabilities.",9f2f2577-8f0d-4329-a77a-7899654042f3,2025/4/21,Expert,4,5,4,3,2,True,True,False,False,False,True,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
7318,Financial Examiners,"Examine the minutes of meetings of directors, stockholders, and committees to investigate the specific authority extended at various levels of management.",9f2f2577-8f0d-4329-a77a-7899654042f3,2025/4/21,Expert,3,1,2,2,4,True,True,True,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
9416,Medical Transcriptionists,"Return dictated reports in printed or electronic form for physician's review, signature, and corrections and for inclusion in patients' medical records.",b1489697-81b9-4749-8619-742bee962270,2025/4/21,Average,5,1,3,1,1,True,False,False,False,False,False,1,3,5,3,3,False,True,True,True,True,True,True,,
9421,Medical Transcriptionists,"Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material.",b1489697-81b9-4749-8619-742bee962270,2025/4/21,Average,4,2,3,1,2,True,True,True,False,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
147,Civil Engineers,"Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.",a4d43a0c-5577-4eae-929a-ea6773d17f43,2025/4/21,Average,3,1,1,1,3,True,False,False,False,False,False,3,2,3,3,2,False,False,False,False,False,False,False,,FALSE
20491,Civil Engineers,"Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.",a4d43a0c-5577-4eae-929a-ea6773d17f43,2025/4/21,Expert,2,1,2,3,3,False,False,False,False,False,False,3,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
19607,Civil Engineers,Design energy-efficient or environmentally sound civil structures.,a4d43a0c-5577-4eae-929a-ea6773d17f43,2025/4/21,Average,3,1,1,2,3,False,False,False,False,False,False,3,3,3,3,2,False,False,False,False,False,False,False,,FALSE
16284,Clinical Data Managers,"Process clinical data, including receipt, entry, verification, or filing of information.",0c07f7d7-f369-4133-811a-d3d63a075dce,2025/4/22,Expert,3,3,4,2,3,True,True,False,True,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
16280,Clinical Data Managers,"Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.",0c07f7d7-f369-4133-811a-d3d63a075dce,2025/4/22,Expert,3,2,2,3,3,True,True,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
16279,Clinical Data Managers,Monitor work productivity or quality to ensure compliance with standard operating procedures.,0c07f7d7-f369-4133-811a-d3d63a075dce,2025/4/22,Average,4,2,2,2,3,True,True,True,False,False,False,1,2,3,2,1,False,False,False,False,False,False,False,,FALSE
16277,Clinical Data Managers,"Prepare data analysis listings and activity, performance, or progress reports.",0c07f7d7-f369-4133-811a-d3d63a075dce,2025/4/22,Average,3,3,4,4,3,True,False,True,False,False,True,2,2,3,3,2,False,False,False,False,False,False,False,,FALSE
16283,Clinical Data Managers,Analyze clinical data using appropriate statistical tools.,0c07f7d7-f369-4133-811a-d3d63a075dce,2025/4/22,Average,3,3,3,3,3,True,True,False,False,True,False,1,3,3,3,3,False,True,False,False,True,True,False,,
16274,Clinical Data Managers,"Track the flow of work forms, including in-house data flow or electronic forms transfer.",0c07f7d7-f369-4133-811a-d3d63a075dce,2025/4/22,Average,3,2,1,4,2,True,True,True,False,False,False,1,2,2,2,1,False,False,False,False,False,False,False,,FALSE
22655,Writers and Authors,Vary language and tone of messages based on product and medium.,39264d32-27b0-4c7c-ae7f-d807bacaefd3,2025/4/22,Average,3,3,3,3,3,False,False,False,False,True,True,3,3,3,3,1,False,False,False,False,False,False,False,,FALSE
22654,Writers and Authors,Present drafts and ideas to clients.,39264d32-27b0-4c7c-ae7f-d807bacaefd3,2025/4/22,Expert,3,3,3,3,3,False,True,False,False,True,False,2,3,2,2,3,False,True,True,False,False,False,False,,
22660,Writers and Authors,"Review advertising trends, consumer surveys, and other data regarding marketing of goods and services to determine the best way to promote products.",39264d32-27b0-4c7c-ae7f-d807bacaefd3,2025/4/22,Expert,3,3,3,3,3,True,True,False,False,False,False,2,3,3,3,3,False,False,False,True,False,False,False,,
22522,Producers and Directors,"Research production topics using the internet, video archives, and other informational sources.",6ec19151-0b29-4e44-a674-d08206a562c6,2025/4/22,Expert,3,3,3,3,3,False,True,True,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
22523,Producers and Directors,"Review film, recordings, or rehearsals to ensure conformance to production and broadcast standards.",6ec19151-0b29-4e44-a674-d08206a562c6,2025/4/22,Expert,2,3,3,3,3,False,False,False,False,False,False,2,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
22519,Producers and Directors,Study and research scripts to determine how they should be directed.,6ec19151-0b29-4e44-a674-d08206a562c6,2025/4/22,Average,2,2,2,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
19050,Judicial Law Clerks,"Prepare briefs, legal memoranda, or statements of issues involved in cases, including appropriate suggestions or recommendations.",433fe482-01de-4d75-aa25-1fd5d685ec0a,2025/4/22,Average,4,3,4,2,4,True,True,False,False,False,False,4,2,4,4,1,False,False,False,False,False,False,False,,FALSE
19051,Judicial Law Clerks,"Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.",433fe482-01de-4d75-aa25-1fd5d685ec0a,2025/4/22,Average,5,2,4,1,2,True,False,False,False,False,False,4,1,4,4,1,False,False,False,False,False,False,False,,FALSE
19054,Judicial Law Clerks,"Verify that all files, complaints, or other papers are available and in the proper order.",433fe482-01de-4d75-aa25-1fd5d685ec0a,2025/4/22,Average,5,1,2,1,1,False,True,False,False,False,False,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
773,Legal Secretaries and Administrative Assistants,Submit articles and information from searches to attorneys for review and approval for use.,d3c3d232-be3f-4f39-8a71-cd619bcfa8a5,2025/4/22,Average,5,1,5,2,3,True,False,False,False,False,True,2,1,3,4,2,False,False,False,False,False,False,False,,FALSE
21079,Legal Secretaries and Administrative Assistants,Make travel arrangements for attorneys.,d3c3d232-be3f-4f39-8a71-cd619bcfa8a5,2025/4/22,Novice,2,1,1,3,1,False,False,False,False,False,False,4,4,4,1,4,False,True,False,True,True,True,False,FALSE,
9414,Medical Transcriptionists,"Review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology.",05aa3fad-9c16-4e0b-b1a7-49815cdfb563,2025/4/22,Expert,4,1,4,1,1,True,True,False,True,False,False,1,1,2,2,1,False,False,False,False,False,False,False,,FALSE
9416,Medical Transcriptionists,"Return dictated reports in printed or electronic form for physician's review, signature, and corrections and for inclusion in patients' medical records.",05aa3fad-9c16-4e0b-b1a7-49815cdfb563,2025/4/22,Expert,4,1,4,1,2,True,False,False,False,False,False,1,1,1,3,2,False,False,False,False,False,False,False,I wouldn't have to work at all if AI was this good.,FALSE
9413,Medical Transcriptionists,"Transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries.",05aa3fad-9c16-4e0b-b1a7-49815cdfb563,2025/4/22,Average,4,1,3,1,3,True,False,False,False,False,False,1,1,1,4,1,False,False,False,False,False,False,False,,FALSE
15696,Supply Chain Managers,"Analyze inventories to determine how to increase inventory turns, reduce waste, or optimize customer service.",b71ea678-0f7c-4cda-86f8-11331fba5126,2025/4/22,Expert,4,4,5,3,4,True,False,True,False,False,True,4,5,5,3,3,False,True,False,False,True,True,True,,
20946,Supply Chain Managers,Monitor forecasts and quotas to identify changes and predict effects on supply chain activities.,b71ea678-0f7c-4cda-86f8-11331fba5126,2025/4/22,Expert,5,2,3,1,4,False,True,False,True,False,False,1,3,2,2,1,False,False,False,False,False,False,False,,FALSE
15697,Supply Chain Managers,Analyze information about supplier performance or procurement program success.,b71ea678-0f7c-4cda-86f8-11331fba5126,2025/4/22,Expert,2,5,5,3,5,False,False,False,False,False,False,4,5,5,4,3,True,True,True,True,True,True,True,FALSE,
3478,Computer Systems Analysts,"Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.",bb5b9b6e-1289-4841-a6c5-10eec21d3296,2025/4/22,Novice,3,1,3,2,3,False,True,False,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,,FALSE
20492,Civil Engineers,"Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.",4d659d6b-565b-492d-b951-2af1af8431da,2025/4/22,Average,5,1,3,1,5,True,True,True,False,False,True,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
151,Civil Engineers,"Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.",4d659d6b-565b-492d-b951-2af1af8431da,2025/4/22,Average,3,1,1,1,5,True,True,True,True,True,True,1,5,4,5,3,True,True,True,True,True,True,False,,
19607,Civil Engineers,Design energy-efficient or environmentally sound civil structures.,4d659d6b-565b-492d-b951-2af1af8431da,2025/4/22,Novice,1,1,1,1,5,False,False,False,False,False,False,1,4,5,5,4,True,True,True,True,True,True,True,FALSE,
9416,Medical Transcriptionists,"Return dictated reports in printed or electronic form for physician's review, signature, and corrections and for inclusion in patients' medical records.",a2d04f78-7d28-46d1-80e6-944f534fc57c,2025/4/23,Expert,1,3,5,3,4,False,False,False,False,False,False,2,3,2,3,3,False,True,False,True,True,False,False,FALSE,
9421,Medical Transcriptionists,"Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material.",a2d04f78-7d28-46d1-80e6-944f534fc57c,2025/4/23,Expert,2,2,3,2,4,False,False,False,False,False,False,4,3,3,4,4,True,False,True,True,False,True,False,FALSE,
9414,Medical Transcriptionists,"Review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology.",a2d04f78-7d28-46d1-80e6-944f534fc57c,2025/4/23,Expert,3,2,2,3,3,True,True,True,False,False,True,2,3,3,2,2,False,False,False,False,False,False,False,,FALSE
9413,Medical Transcriptionists,"Transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries.",a2d04f78-7d28-46d1-80e6-944f534fc57c,2025/4/23,Expert,2,3,3,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
9415,Medical Transcriptionists,"Distinguish between homonyms and recognize inconsistencies and mistakes in medical terms, referring to dictionaries, drug references, and other sources on anatomy, physiology, and medicine.",a2d04f78-7d28-46d1-80e6-944f534fc57c,2025/4/23,Expert,2,3,2,2,2,False,False,False,False,False,False,2,3,2,2,5,True,True,True,False,False,True,True,FALSE,
9423,Medical Transcriptionists,"Set up and maintain medical files and databases, including records such as x-ray, lab, and procedure reports, medical histories, diagnostic workups, admission and discharge summaries, and clinical resumes.",a2d04f78-7d28-46d1-80e6-944f534fc57c,2025/4/23,Expert,2,2,2,2,2,False,False,False,False,False,False,2,2,2,2,5,True,False,True,True,False,True,False,FALSE,
9417,Medical Transcriptionists,Translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care facility records.,a2d04f78-7d28-46d1-80e6-944f534fc57c,2025/4/23,Expert,4,2,2,2,2,True,False,True,True,False,True,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
9420,Medical Transcriptionists,"Perform data entry and data retrieval services, providing data for inclusion in medical records and for transmission to physicians.",a2d04f78-7d28-46d1-80e6-944f534fc57c,2025/4/23,Expert,2,2,2,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
2816,Desktop Publishers,"Operate desktop publishing software and equipment to design, lay out, and produce camera-ready copy.",cf2aae32-7cec-4a84-82dd-79fc9956bfec,2025/4/23,Expert,2,2,4,3,5,False,False,False,False,False,False,1,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
2820,Desktop Publishers,"Position text and art elements from a variety of databases in a visually appealing way to design print or web pages, using knowledge of type styles and size and layout patterns.",cf2aae32-7cec-4a84-82dd-79fc9956bfec,2025/4/23,Expert,2,2,4,3,5,False,False,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
2815,Desktop Publishers,Check preliminary and final proofs for errors and make necessary corrections.,cf2aae32-7cec-4a84-82dd-79fc9956bfec,2025/4/23,Average,5,1,2,1,1,True,True,False,False,False,True,1,2,1,2,1,False,False,False,False,False,False,False,,FALSE
2818,Desktop Publishers,"Enter text into computer keyboard and select the size and style of type, column width, and appropriate spacing for printed materials.",cf2aae32-7cec-4a84-82dd-79fc9956bfec,2025/4/23,Expert,5,1,2,1,2,True,True,False,False,False,True,1,2,3,3,2,False,False,False,False,False,False,False,,FALSE
2824,Desktop Publishers,"Prepare sample layouts for approval, using computer software.",cf2aae32-7cec-4a84-82dd-79fc9956bfec,2025/4/23,Expert,3,1,5,3,5,True,False,True,False,False,True,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
2823,Desktop Publishers,"Import text and art elements, such as electronic clip art or electronic files from photographs that have been scanned or produced with a digital camera, using computer software.",cf2aae32-7cec-4a84-82dd-79fc9956bfec,2025/4/23,Expert,5,1,1,1,1,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
2825,Desktop Publishers,Study layout or other design instructions to determine work to be done and sequence of operations.,cf2aae32-7cec-4a84-82dd-79fc9956bfec,2025/4/23,Average,4,1,2,1,1,True,True,False,True,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
2829,Desktop Publishers,Select number of colors and determine color separations.,cf2aae32-7cec-4a84-82dd-79fc9956bfec,2025/4/23,Expert,3,1,4,1,3,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
2827,Desktop Publishers,"Convert various types of files for printing or for the Internet, using computer software.",cf2aae32-7cec-4a84-82dd-79fc9956bfec,2025/4/23,Expert,5,1,2,1,1,True,True,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
2822,Desktop Publishers,"Edit graphics and photos, using pixel or bitmap editing, airbrushing, masking, or image retouching.",cf2aae32-7cec-4a84-82dd-79fc9956bfec,2025/4/23,Expert,3,1,4,2,4,False,False,False,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,Only when the task is too difficult to be done manually or takes up too much time. ,FALSE
8870,Treasurers and Controllers,Evaluate needs for procurement of funds and investment of surpluses and make appropriate recommendations.,5a405cf8-6d04-4814-b93a-f549272a09d9,2025/4/23,Expert,3,4,3,4,2,False,False,False,False,False,True,3,3,3,3,3,False,True,False,True,True,True,False,,
20168,Treasurers and Controllers,"Monitor financial activities and details, such as cash flow and reserve levels, to ensure that all legal and regulatory requirements are met.",5a405cf8-6d04-4814-b93a-f549272a09d9,2025/4/23,Average,4,4,3,4,2,False,False,False,True,False,True,3,3,3,3,2,False,False,False,False,False,False,False,,FALSE
8861,Treasurers and Controllers,"Receive, record, and authorize requests for disbursements in accordance with company policies and procedures.",5a405cf8-6d04-4814-b93a-f549272a09d9,2025/4/23,Average,3,3,3,4,2,False,False,False,False,False,True,3,2,3,3,2,False,False,False,False,False,False,False,,FALSE
7360,Tax Preparers,"Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum.",0633390e-47f4-4816-9f9b-d86f76873575,2025/4/23,Average,4,3,3,3,3,False,True,True,True,True,False,4,4,4,4,4,False,True,False,True,False,True,False,,
7362,Tax Preparers,"Review financial records, such as income statements and documentation of expenditures to determine forms needed to prepare tax returns.",0633390e-47f4-4816-9f9b-d86f76873575,2025/4/23,Expert,4,4,4,4,2,False,True,True,True,False,True,4,4,4,4,4,False,True,False,False,False,False,False,,
7358,Tax Preparers,"Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables.",0633390e-47f4-4816-9f9b-d86f76873575,2025/4/23,Average,4,4,4,4,2,False,False,False,True,True,False,4,4,4,4,3,False,True,False,False,False,False,False,,
22409,Librarians and Media Collections Specialists,"Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.",38de1e0c-24f4-4ce6-b487-6fbc80fb2c65,2025/4/23,Average,5,1,3,1,1,True,True,False,False,False,True,3,3,1,2,2,False,False,False,False,False,False,False,,FALSE
22411,Librarians and Media Collections Specialists,"Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions.",38de1e0c-24f4-4ce6-b487-6fbc80fb2c65,2025/4/23,Expert,3,3,5,1,4,True,False,False,False,False,True,5,3,3,3,2,False,False,False,False,False,False,False,"AI could pull multiple sources and citations at once, as well as evaluate source quality",FALSE
22410,Librarians and Media Collections Specialists,"Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors.",38de1e0c-24f4-4ce6-b487-6fbc80fb2c65,2025/4/23,Average,5,1,3,1,1,False,True,True,False,False,True,1,2,1,3,1,False,False,False,False,False,False,False,,FALSE
22425,Librarians and Media Collections Specialists,"Develop, maintain, and troubleshoot information access aids, such as databases, annotated bibliographies, Web pages, electronic pathfinders, software programs, and online tutorials.",38de1e0c-24f4-4ce6-b487-6fbc80fb2c65,2025/4/23,Average,4,1,2,1,3,True,False,False,False,False,True,1,3,3,4,3,False,False,True,True,True,True,False,,
3394,Budget Analysts,Analyze monthly department budgeting and accounting reports to maintain expenditure controls.,88a43103-a15c-4ddd-8414-904565ae81c8,2025/4/23,Expert,3,2,4,1,4,True,False,False,False,False,False,1,4,4,4,3,False,False,True,True,True,False,True,,
3395,Budget Analysts,Direct the preparation of regular and special budget reports.,88a43103-a15c-4ddd-8414-904565ae81c8,2025/4/23,Expert,5,1,4,1,3,True,True,True,True,False,False,1,4,3,4,3,False,False,True,True,True,True,True,,
3405,Budget Analysts,Compile and analyze accounting records and other data to determine the financial resources required to implement a program.,88a43103-a15c-4ddd-8414-904565ae81c8,2025/4/23,Expert,4,1,3,1,4,True,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
3401,Budget Analysts,Review operating budgets to analyze trends affecting budget needs.,88a43103-a15c-4ddd-8414-904565ae81c8,2025/4/23,Expert,3,3,4,1,4,True,True,False,False,False,False,1,4,3,4,4,False,True,True,True,True,True,True,,
18282,Precision Agriculture Technicians,"Identify spatial coordinates, using remote sensing and Global Positioning System (GPS) data.",4a35456f-9d89-47e6-aa8c-100ab20f6f02,2025/4/23,Novice,2,1,1,1,1,False,False,False,False,False,False,1,4,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
20486,"Architects, Except Landscape and Naval",Plan layouts of structural architectural projects.,8c116000-ba72-435e-b0a6-0969eda3d204,2025/4/23,Average,5,4,3,4,3,True,True,False,True,False,False,4,3,4,5,4,True,False,True,False,True,True,False,,
20488,"Architects, Except Landscape and Naval","Create three-dimensional or interactive representations of designs, using computer-assisted design software.",8c116000-ba72-435e-b0a6-0969eda3d204,2025/4/23,Expert,4,4,3,4,3,True,True,False,True,True,False,4,3,3,4,4,True,False,True,False,True,False,False,,
19594,"Architects, Except Landscape and Naval",Gather information related to projects' environmental sustainability or operational efficiency.,8c116000-ba72-435e-b0a6-0969eda3d204,2025/4/23,Average,4,4,4,4,3,True,True,True,False,True,False,4,3,3,4,3,True,False,True,False,True,True,False,,
9758,Reservation and Transportation Ticket Agents and Travel Clerks,Examine passenger documentation to determine destinations and to assign boarding passes.,b06c7920-c6eb-46a8-976f-1d38e41401c3,2025/4/23,Expert,5,3,1,1,1,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
9762,Reservation and Transportation Ticket Agents and Travel Clerks,"Trace lost, delayed, or misdirected baggage for customers.",b06c7920-c6eb-46a8-976f-1d38e41401c3,2025/4/23,Expert,2,2,1,2,3,False,False,False,False,False,False,5,4,3,5,5,True,True,True,True,True,True,False,FALSE,
9754,Reservation and Transportation Ticket Agents and Travel Clerks,"Determine whether space is available on travel dates requested by customers, assigning requested spaces when available.",b06c7920-c6eb-46a8-976f-1d38e41401c3,2025/4/23,Expert,5,2,1,1,1,True,True,True,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
9753,Reservation and Transportation Ticket Agents and Travel Clerks,"Assemble and issue required documentation, such as tickets, travel insurance policies, or itineraries.",b06c7920-c6eb-46a8-976f-1d38e41401c3,2025/4/23,Expert,5,3,1,1,1,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
9756,Reservation and Transportation Ticket Agents and Travel Clerks,Maintain computerized inventories of available passenger space and provide information on space reserved or available.,b06c7920-c6eb-46a8-976f-1d38e41401c3,2025/4/23,Expert,5,1,1,1,1,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
9752,Reservation and Transportation Ticket Agents and Travel Clerks,"Answer inquiries regarding information, such as schedules, accommodations, procedures, or policies.",b06c7920-c6eb-46a8-976f-1d38e41401c3,2025/4/23,Expert,3,2,1,1,1,True,True,True,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
9755,Reservation and Transportation Ticket Agents and Travel Clerks,"Inform clients of essential travel information, such as travel times, transportation connections, or medical and visa requirements.",b06c7920-c6eb-46a8-976f-1d38e41401c3,2025/4/23,Expert,3,2,1,1,1,True,True,True,False,False,False,1,2,1,1,1,False,False,False,False,False,False,False,,FALSE
9749,Reservation and Transportation Ticket Agents and Travel Clerks,"Plan routes, itineraries, and accommodation details, and compute fares and fees, using schedules, rate books, and computers.",b06c7920-c6eb-46a8-976f-1d38e41401c3,2025/4/23,Expert,3,1,1,1,2,True,True,True,False,False,False,1,2,1,1,1,False,False,False,False,False,False,False,,FALSE
9766,Reservation and Transportation Ticket Agents and Travel Clerks,"Provide customers with travel suggestions and information sources, such as guides, directories, brochures, or maps.",b06c7920-c6eb-46a8-976f-1d38e41401c3,2025/4/23,Expert,2,2,5,3,4,False,False,False,False,False,False,2,4,2,4,5,False,True,True,True,True,True,False,FALSE,
16283,Clinical Data Managers,Analyze clinical data using appropriate statistical tools.,f60eb05b-707d-4eae-9f96-75e24fbbccbc,2025/4/29,Expert,3,3,5,1,4,False,False,False,False,False,True,1,3,4,5,4,False,False,True,False,True,True,True,,
16277,Clinical Data Managers,"Prepare data analysis listings and activity, performance, or progress reports.",f60eb05b-707d-4eae-9f96-75e24fbbccbc,2025/4/29,Expert,3,2,4,1,4,False,False,False,False,False,True,2,3,3,3,4,False,True,True,False,True,False,True,,
18030,Regulatory Affairs Managers,"Maintain current knowledge of relevant regulations, including proposed and final rules.",a60fe054-06dd-4046-969f-9231adee8145,2025/4/29,Novice,3,3,2,5,3,True,False,True,False,False,False,2,2,3,3,3,True,True,True,False,False,False,False,,
18022,Regulatory Affairs Managers,"Direct the preparation and submission of regulatory agency applications, reports, or correspondence.",a9f5cc2e-d8d1-4120-9a9a-2f2d3e492a9c,2025/5/2,Novice,4,1,2,1,1,True,False,False,False,False,False,1,2,2,1,2,False,False,False,False,False,False,False,,FALSE
16283,Clinical Data Managers,Analyze clinical data using appropriate statistical tools.,313e5824-1b30-4ce0-85b7-a76fa19a2320,2025/5/3,Expert,2,4,5,3,3,False,False,False,False,False,False,3,2,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
16270,Clinical Data Managers,Develop technical specifications for data management programming and communicate needs to information technology staff.,313e5824-1b30-4ce0-85b7-a76fa19a2320,2025/5/3,Novice,2,1,2,2,2,False,False,False,False,False,False,2,4,3,3,3,False,True,True,False,True,False,False,FALSE,
20735,Mechanical Engineers,"Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.",16cebf6c-2677-4194-9a33-216caa637858,2025/5/3,Expert,2,3,4,3,4,False,False,False,False,False,False,3,4,3,4,5,False,False,False,False,False,False,False,FALSE,
9751,Reservation and Transportation Ticket Agents and Travel Clerks,Prepare customer invoices and accept payment.,b06c7920-c6eb-46a8-976f-1d38e41401c3,2025/4/23,Expert,1,2,1,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
18295,Precision Agriculture Technicians,Document and maintain records of precision agriculture information.,a15782e6-6f0e-4ab7-b2ed-94eeaab3f378,2025/4/23,Average,3,1,2,2,3,True,True,False,True,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
18289,Precision Agriculture Technicians,"Create, layer, and analyze maps showing precision agricultural data, such as crop yields, soil characteristics, input applications, terrain, drainage patterns, or field management history.",a15782e6-6f0e-4ab7-b2ed-94eeaab3f378,2025/4/23,Novice,1,1,3,1,1,False,False,False,False,False,False,1,1,1,1,3,False,True,True,False,False,True,False,FALSE,
18296,Precision Agriculture Technicians,"Draw or read maps, such as soil, contour, or plat maps.",a15782e6-6f0e-4ab7-b2ed-94eeaab3f378,2025/4/23,Expert,3,2,4,2,3,True,False,False,False,False,True,3,1,3,3,4,True,True,True,False,True,True,False,,
20875,Precision Agriculture Technicians,"Analyze geospatial data to determine agricultural implications of factors such as soil quality, terrain, field productivity, fertilizers, or weather conditions.",c6a12fec-6457-485c-b50e-1d94e08694e2,2025/4/24,Average,1,3,1,4,4,False,False,False,False,False,False,4,5,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
18278,Precision Agriculture Technicians,"Program farm equipment, such as variable-rate planting equipment or pesticide sprayers, based on input from crop scouting and analysis of field condition variability.",c6a12fec-6457-485c-b50e-1d94e08694e2,2025/4/24,Average,1,4,4,2,3,False,False,False,False,False,False,4,3,1,4,3,True,False,True,True,True,False,True,FALSE,
18296,Precision Agriculture Technicians,"Draw or read maps, such as soil, contour, or plat maps.",c6a12fec-6457-485c-b50e-1d94e08694e2,2025/4/24,Average,2,4,4,4,4,False,False,False,False,False,False,4,3,2,4,4,False,True,False,True,True,False,False,FALSE,
18293,Precision Agriculture Technicians,"Analyze remote sensing imagery to identify relationships between soil quality, crop canopy densities, light reflectance, and weather history.",c6a12fec-6457-485c-b50e-1d94e08694e2,2025/4/24,Average,3,4,4,2,4,True,False,True,False,False,True,4,3,1,4,4,True,False,False,True,False,True,False,,
2820,Desktop Publishers,"Position text and art elements from a variety of databases in a visually appealing way to design print or web pages, using knowledge of type styles and size and layout patterns.",b56f1e01-5efb-4651-b733-b971e6a03a1b,2025/4/24,Average,2,2,3,1,3,False,False,False,False,False,False,2,2,2,2,3,False,False,False,False,False,True,False,FALSE,
2818,Desktop Publishers,"Enter text into computer keyboard and select the size and style of type, column width, and appropriate spacing for printed materials.",b56f1e01-5efb-4651-b733-b971e6a03a1b,2025/4/24,Novice,2,1,1,1,2,False,False,False,False,False,False,2,2,3,1,3,False,False,False,False,False,False,True,FALSE,
2816,Desktop Publishers,"Operate desktop publishing software and equipment to design, lay out, and produce camera-ready copy.",568f84cc-0f3a-4d1e-90d7-f8e7557c86be,2025/4/24,Novice,2,1,1,1,2,False,False,False,False,False,False,2,3,1,3,3,False,False,True,True,True,False,True,FALSE,
2820,Desktop Publishers,"Position text and art elements from a variety of databases in a visually appealing way to design print or web pages, using knowledge of type styles and size and layout patterns.",568f84cc-0f3a-4d1e-90d7-f8e7557c86be,2025/4/24,Expert,2,3,3,1,3,False,False,False,False,False,False,1,3,2,4,4,False,True,True,True,True,False,True,FALSE,
2815,Desktop Publishers,Check preliminary and final proofs for errors and make necessary corrections.,568f84cc-0f3a-4d1e-90d7-f8e7557c86be,2025/4/24,Expert,5,1,2,1,1,True,True,True,False,False,True,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
2817,Desktop Publishers,"View monitors for visual representation of work in progress and for instructions and feedback throughout process, making modifications as necessary.",568f84cc-0f3a-4d1e-90d7-f8e7557c86be,2025/4/24,Expert,2,3,3,2,3,False,False,False,False,False,False,1,3,2,4,3,False,True,True,True,False,True,False,FALSE,
2824,Desktop Publishers,"Prepare sample layouts for approval, using computer software.",568f84cc-0f3a-4d1e-90d7-f8e7557c86be,2025/4/24,Average,2,1,3,1,2,False,False,False,False,False,False,1,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
2823,Desktop Publishers,"Import text and art elements, such as electronic clip art or electronic files from photographs that have been scanned or produced with a digital camera, using computer software.",568f84cc-0f3a-4d1e-90d7-f8e7557c86be,2025/4/24,Average,4,1,1,1,1,True,True,False,False,False,True,3,1,1,1,2,False,False,False,False,False,False,False,,FALSE
2825,Desktop Publishers,Study layout or other design instructions to determine work to be done and sequence of operations.,568f84cc-0f3a-4d1e-90d7-f8e7557c86be,2025/4/24,Expert,1,4,4,3,3,False,False,False,False,False,False,1,4,4,4,4,False,True,True,True,True,True,True,FALSE,
2827,Desktop Publishers,"Convert various types of files for printing or for the Internet, using computer software.",568f84cc-0f3a-4d1e-90d7-f8e7557c86be,2025/4/24,Average,4,1,2,1,1,True,True,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
2821,Desktop Publishers,"Enter digitized data into electronic prepress system computer memory, using scanner, camera, keyboard, or mouse.",568f84cc-0f3a-4d1e-90d7-f8e7557c86be,2025/4/24,Average,4,1,2,1,1,True,True,True,False,False,True,2,1,1,1,2,False,False,False,False,False,False,False,,FALSE
2822,Desktop Publishers,"Edit graphics and photos, using pixel or bitmap editing, airbrushing, masking, or image retouching.",568f84cc-0f3a-4d1e-90d7-f8e7557c86be,2025/4/24,Average,3,1,2,1,2,True,True,True,False,True,True,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
2816,Desktop Publishers,"Operate desktop publishing software and equipment to design, lay out, and produce camera-ready copy.",77f58f32-489e-4ed3-b68d-6bd7a5cb6864,2025/4/24,Average,3,1,2,1,2,True,False,False,True,False,False,1,3,2,4,3,False,True,False,True,True,False,False,"I have too many other things to do, so it would help me get more things done.",
2820,Desktop Publishers,"Position text and art elements from a variety of databases in a visually appealing way to design print or web pages, using knowledge of type styles and size and layout patterns.",77f58f32-489e-4ed3-b68d-6bd7a5cb6864,2025/4/24,Average,4,1,2,1,2,True,False,False,False,False,True,1,3,3,3,3,False,True,False,True,False,False,False,,
2815,Desktop Publishers,Check preliminary and final proofs for errors and make necessary corrections.,77f58f32-489e-4ed3-b68d-6bd7a5cb6864,2025/4/24,Novice,3,1,1,1,1,False,True,False,False,False,False,1,4,4,4,4,False,True,False,False,False,False,False,,
2818,Desktop Publishers,"Enter text into computer keyboard and select the size and style of type, column width, and appropriate spacing for printed materials.",77f58f32-489e-4ed3-b68d-6bd7a5cb6864,2025/4/24,Average,3,2,2,2,2,True,False,False,False,False,False,2,2,3,2,3,False,True,False,False,False,False,False,,
2824,Desktop Publishers,"Prepare sample layouts for approval, using computer software.",77f58f32-489e-4ed3-b68d-6bd7a5cb6864,2025/4/24,Average,3,1,2,2,2,True,True,False,False,False,False,2,3,4,4,3,False,False,False,False,True,False,False,,
2823,Desktop Publishers,"Import text and art elements, such as electronic clip art or electronic files from photographs that have been scanned or produced with a digital camera, using computer software.",77f58f32-489e-4ed3-b68d-6bd7a5cb6864,2025/4/24,Average,3,1,2,2,2,True,False,False,False,False,False,2,2,3,3,3,True,True,False,False,False,False,False,,
2822,Desktop Publishers,"Edit graphics and photos, using pixel or bitmap editing, airbrushing, masking, or image retouching.",77f58f32-489e-4ed3-b68d-6bd7a5cb6864,2025/4/24,Average,3,1,1,2,2,True,False,False,False,False,False,2,3,2,2,3,False,True,False,False,False,False,False,,
18295,Precision Agriculture Technicians,Document and maintain records of precision agriculture information.,721cc322-33c5-4eb8-af3e-a60b5e80c550,2025/4/24,Average,2,2,2,2,3,False,False,False,False,False,False,2,2,2,2,3,True,False,False,False,False,False,False,FALSE,
20875,Precision Agriculture Technicians,"Analyze geospatial data to determine agricultural implications of factors such as soil quality, terrain, field productivity, fertilizers, or weather conditions.",721cc322-33c5-4eb8-af3e-a60b5e80c550,2025/4/24,Novice,2,1,2,1,1,False,False,False,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
18296,Precision Agriculture Technicians,"Draw or read maps, such as soil, contour, or plat maps.",721cc322-33c5-4eb8-af3e-a60b5e80c550,2025/4/24,Average,2,2,2,2,2,False,False,False,False,False,False,3,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
18295,Precision Agriculture Technicians,Document and maintain records of precision agriculture information.,ebc11956-3715-4548-b418-a24acecac3b0,2025/4/24,Expert,3,4,4,3,4,True,True,False,False,False,True,3,2,3,4,1,False,False,False,False,False,False,False,,FALSE
18282,Precision Agriculture Technicians,"Identify spatial coordinates, using remote sensing and Global Positioning System (GPS) data.",ebc11956-3715-4548-b418-a24acecac3b0,2025/4/24,Expert,3,2,3,2,3,False,False,True,False,False,True,2,2,3,2,3,False,False,True,False,True,False,True,,
18289,Precision Agriculture Technicians,"Create, layer, and analyze maps showing precision agricultural data, such as crop yields, soil characteristics, input applications, terrain, drainage patterns, or field management history.",ebc11956-3715-4548-b418-a24acecac3b0,2025/4/24,Expert,3,5,4,2,4,False,False,True,False,False,True,3,3,4,2,3,True,True,False,True,True,True,True,,
20875,Precision Agriculture Technicians,"Analyze geospatial data to determine agricultural implications of factors such as soil quality, terrain, field productivity, fertilizers, or weather conditions.",ebc11956-3715-4548-b418-a24acecac3b0,2025/4/24,Expert,1,4,4,1,4,False,False,False,False,False,False,4,3,4,2,2,False,False,False,False,False,False,False,FALSE,FALSE
18278,Precision Agriculture Technicians,"Program farm equipment, such as variable-rate planting equipment or pesticide sprayers, based on input from crop scouting and analysis of field condition variability.",ebc11956-3715-4548-b418-a24acecac3b0,2025/4/24,Expert,3,2,4,2,4,True,False,True,False,True,True,2,3,4,2,4,False,True,False,True,True,True,True,,
18296,Precision Agriculture Technicians,"Draw or read maps, such as soil, contour, or plat maps.",ebc11956-3715-4548-b418-a24acecac3b0,2025/4/24,Expert,3,3,3,2,4,False,False,True,False,True,True,2,3,4,3,4,True,True,False,True,True,True,False,,
18293,Precision Agriculture Technicians,"Analyze remote sensing imagery to identify relationships between soil quality, crop canopy densities, light reflectance, and weather history.",ebc11956-3715-4548-b418-a24acecac3b0,2025/4/24,Expert,4,3,4,2,4,False,False,True,True,True,True,2,2,4,3,4,False,True,True,True,True,True,False,,
18295,Precision Agriculture Technicians,Document and maintain records of precision agriculture information.,8d0614fb-e083-44b5-b5f7-e24380b9f30f,2025/4/24,Average,5,4,4,1,3,True,True,True,True,False,True,3,5,3,4,4,True,True,True,True,True,True,True,,
18282,Precision Agriculture Technicians,"Identify spatial coordinates, using remote sensing and Global Positioning System (GPS) data.",8d0614fb-e083-44b5-b5f7-e24380b9f30f,2025/4/24,Average,5,3,5,2,4,True,False,True,False,True,True,4,4,3,5,5,True,True,True,True,True,True,True,,
18289,Precision Agriculture Technicians,"Create, layer, and analyze maps showing precision agricultural data, such as crop yields, soil characteristics, input applications, terrain, drainage patterns, or field management history.",8d0614fb-e083-44b5-b5f7-e24380b9f30f,2025/4/24,Average,5,4,5,1,4,True,False,True,False,False,True,3,5,5,5,5,True,True,True,True,True,True,True,,
20875,Precision Agriculture Technicians,"Analyze geospatial data to determine agricultural implications of factors such as soil quality, terrain, field productivity, fertilizers, or weather conditions.",8d0614fb-e083-44b5-b5f7-e24380b9f30f,2025/4/24,Average,5,4,5,2,5,True,False,True,False,False,True,1,5,3,5,5,False,False,False,False,False,False,False,,
18278,Precision Agriculture Technicians,"Program farm equipment, such as variable-rate planting equipment or pesticide sprayers, based on input from crop scouting and analysis of field condition variability.",8d0614fb-e083-44b5-b5f7-e24380b9f30f,2025/4/24,Average,5,1,3,1,3,True,False,True,False,True,True,5,5,5,5,5,True,True,True,True,True,True,True,,
18296,Precision Agriculture Technicians,"Draw or read maps, such as soil, contour, or plat maps.",8d0614fb-e083-44b5-b5f7-e24380b9f30f,2025/4/24,Average,5,4,5,3,5,True,True,True,False,True,True,1,5,3,5,5,False,True,True,True,True,True,True,,
18293,Precision Agriculture Technicians,"Analyze remote sensing imagery to identify relationships between soil quality, crop canopy densities, light reflectance, and weather history.",8d0614fb-e083-44b5-b5f7-e24380b9f30f,2025/4/24,Average,5,5,5,5,5,True,False,True,False,True,True,1,5,4,5,5,True,True,True,True,True,True,True,,
2705,Public Safety Telecommunicators,"Determine response requirements and relative priorities of situations, and dispatch units in accordance with established procedures.",5fba39ca-5cdd-4c0a-9110-7a19846cd42b,2025/4/24,Expert,4,2,4,1,4,True,True,True,False,False,True,2,4,4,4,4,False,True,True,True,False,True,False,,
2706,Public Safety Telecommunicators,"Record details of calls, dispatches, and messages.",5fba39ca-5cdd-4c0a-9110-7a19846cd42b,2025/4/24,Expert,2,5,5,3,5,False,False,False,False,False,False,1,1,4,5,3,False,True,True,False,True,True,False,FALSE,
2712,Public Safety Telecommunicators,"Maintain access to, and security of, highly sensitive materials.",5fba39ca-5cdd-4c0a-9110-7a19846cd42b,2025/4/24,Expert,1,5,5,5,4,False,False,False,False,False,False,1,5,5,5,5,False,False,False,True,False,True,True,FALSE,
2717,Public Safety Telecommunicators,Read and effectively interpret small-scale maps and information from a computer screen to determine locations and provide directions.,5fba39ca-5cdd-4c0a-9110-7a19846cd42b,2025/4/24,Expert,3,2,5,4,2,True,True,True,False,False,False,1,3,1,1,1,False,False,False,False,False,False,False,,FALSE
284,Art Directors,"Formulate basic layout design or presentation approach and specify material details, such as style and size of type, photographs, graphics, animation, video, and sound.",ca6aec31-5ba7-45b0-94b5-6fe09814d30a,2025/4/24,Average,5,1,3,5,1,True,True,True,True,True,True,1,5,2,5,4,False,True,True,True,True,True,True,,
286,Art Directors,"Manage own accounts and projects, working within budget and scheduling requirements.",ca6aec31-5ba7-45b0-94b5-6fe09814d30a,2025/4/24,Average,5,3,3,5,2,True,False,True,True,True,True,1,3,4,5,4,False,True,True,True,True,True,True,,
288,Art Directors,Present final layouts to clients for approval.,ca6aec31-5ba7-45b0-94b5-6fe09814d30a,2025/4/24,Average,3,1,3,5,3,True,False,True,False,True,True,1,5,4,5,4,False,True,True,True,True,True,True,,
285,Art Directors,"Review and approve art materials, copy materials, and proofs of printed copy developed by staff members.",ca6aec31-5ba7-45b0-94b5-6fe09814d30a,2025/4/24,Average,5,1,3,5,1,True,True,True,True,True,True,1,5,2,4,2,False,False,False,False,False,False,False,,FALSE
294,Art Directors,Create custom illustrations or other graphic elements.,ca6aec31-5ba7-45b0-94b5-6fe09814d30a,2025/4/24,Average,4,2,4,5,4,True,False,True,True,True,True,1,1,2,4,2,False,False,False,False,False,False,False,,FALSE
292,Art Directors,Review illustrative material to determine if it conforms to standards and specifications.,ca6aec31-5ba7-45b0-94b5-6fe09814d30a,2025/4/24,Average,5,2,3,5,1,True,True,True,True,True,False,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
20242,Art Directors,"Research current trends and new technology, such as printing production techniques, computer software, and design trends.",ca6aec31-5ba7-45b0-94b5-6fe09814d30a,2025/4/24,Average,5,1,3,5,3,True,True,True,True,True,True,1,1,1,5,2,False,False,False,False,False,False,False,,FALSE
295,Art Directors,"Mark up, paste, and complete layouts and write typography instructions to prepare materials for typesetting or printing.",ca6aec31-5ba7-45b0-94b5-6fe09814d30a,2025/4/24,Average,5,2,4,5,1,True,True,True,True,True,True,1,3,1,4,2,False,False,False,False,False,False,False,,FALSE
9735,"Eligibility Interviewers, Government Programs","Initiate procedures to grant, modify, deny, or terminate assistance, or refer applicants to other agencies for assistance.",423e157f-463a-42ab-a707-1a84d3f61296,2025/4/24,Expert,3,2,2,1,3,False,False,False,False,False,False,1,3,4,4,2,False,False,False,False,False,False,False,,FALSE
9741,"Eligibility Interviewers, Government Programs","Prepare applications and forms for applicants for such purposes as school enrollment, employment, and medical services.",423e157f-463a-42ab-a707-1a84d3f61296,2025/4/24,Expert,4,4,3,1,3,False,False,True,False,False,False,3,2,3,4,2,False,False,False,False,False,False,False,,FALSE
16284,Clinical Data Managers,"Process clinical data, including receipt, entry, verification, or filing of information.",f60eb05b-707d-4eae-9f96-75e24fbbccbc,2025/4/29,Expert,4,1,3,1,4,True,True,False,False,False,False,1,2,2,2,3,False,False,False,False,False,False,False,,
2486,"Bookkeeping, Accounting, and Auditing Clerks","Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.",b32f1ece-0b1b-4229-8542-9a5e73f046e1,2025/5/2,Average,4,3,5,3,3,True,True,False,False,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
2496,"Bookkeeping, Accounting, and Auditing Clerks",Reconcile or note and report discrepancies found in records.,b32f1ece-0b1b-4229-8542-9a5e73f046e1,2025/5/2,Expert,4,1,4,2,5,True,True,True,False,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
2490,"Bookkeeping, Accounting, and Auditing Clerks","Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.",b32f1ece-0b1b-4229-8542-9a5e73f046e1,2025/5/2,Average,4,1,5,2,3,True,False,True,False,False,True,2,2,2,4,2,False,False,False,False,False,False,False,,FALSE
18561,"Bookkeeping, Accounting, and Auditing Clerks",Prepare and process payroll information.,b32f1ece-0b1b-4229-8542-9a5e73f046e1,2025/5/2,Average,5,1,3,2,1,True,True,True,False,False,True,3,2,1,2,2,False,False,False,False,False,False,False,,FALSE
16277,Clinical Data Managers,"Prepare data analysis listings and activity, performance, or progress reports.",313e5824-1b30-4ce0-85b7-a76fa19a2320,2025/5/3,Average,3,2,4,4,3,True,True,False,False,False,True,3,1,2,2,2,False,False,False,False,False,False,False,,FALSE
18156,"Energy Engineers, Except Wind and Solar",Monitor and analyze energy consumption.,4517e7aa-bf21-42a3-8de9-a7a7301ce274,2025/5/3,Average,3,3,3,2,3,True,False,False,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
18157,"Energy Engineers, Except Wind and Solar",Promote awareness or use of alternative or renewable energy sources.,4517e7aa-bf21-42a3-8de9-a7a7301ce274,2025/5/3,Expert,2,3,3,3,4,False,False,False,False,False,False,2,2,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
284,Art Directors,"Formulate basic layout design or presentation approach and specify material details, such as style and size of type, photographs, graphics, animation, video, and sound.",7d2d3237-bfd3-41eb-86bd-e1d1819c7e46,2025/4/24,Average,1,3,4,1,4,False,False,False,False,False,False,2,2,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
286,Art Directors,"Manage own accounts and projects, working within budget and scheduling requirements.",7d2d3237-bfd3-41eb-86bd-e1d1819c7e46,2025/4/24,Average,3,2,3,1,3,True,True,False,False,False,False,2,2,2,2,3,False,True,False,True,True,True,False,,
288,Art Directors,Present final layouts to clients for approval.,7d2d3237-bfd3-41eb-86bd-e1d1819c7e46,2025/4/24,Average,3,3,3,1,3,False,False,False,False,False,False,3,4,4,4,1,False,False,False,False,False,False,False,,FALSE
285,Art Directors,"Review and approve art materials, copy materials, and proofs of printed copy developed by staff members.",7d2d3237-bfd3-41eb-86bd-e1d1819c7e46,2025/4/24,Average,3,2,3,3,3,True,True,True,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
294,Art Directors,Create custom illustrations or other graphic elements.,7d2d3237-bfd3-41eb-86bd-e1d1819c7e46,2025/4/24,Novice,1,2,3,3,3,False,False,False,False,False,False,2,3,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
292,Art Directors,Review illustrative material to determine if it conforms to standards and specifications.,7d2d3237-bfd3-41eb-86bd-e1d1819c7e46,2025/4/24,Average,2,2,3,1,3,False,False,False,False,False,False,3,3,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
20242,Art Directors,"Research current trends and new technology, such as printing production techniques, computer software, and design trends.",7d2d3237-bfd3-41eb-86bd-e1d1819c7e46,2025/4/24,Novice,2,2,2,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15456,Biofuels Production Managers,"Review logs, datasheets, or reports to ensure adequate production levels or to identify abnormalities with biofuels production equipment or processes.",94d4877e-a018-4b5b-9c65-dcdaca6a8d08,2025/4/24,Expert,1,4,3,3,3,False,False,False,False,False,False,4,2,2,3,4,False,True,True,False,True,True,True,FALSE,
15458,Biofuels Production Managers,"Monitor meters, flow gauges, or other real-time data to ensure proper operation of biofuels production equipment, implementing corrective measures as needed.",94d4877e-a018-4b5b-9c65-dcdaca6a8d08,2025/4/24,Expert,4,3,4,4,3,False,True,True,True,False,False,3,3,4,2,3,False,True,False,False,False,True,False,,
15457,Biofuels Production Managers,Prepare and manage biofuels plant or unit budgets.,94d4877e-a018-4b5b-9c65-dcdaca6a8d08,2025/4/24,Average,3,3,4,3,4,False,False,False,False,False,False,2,4,4,3,4,False,False,True,False,True,True,False,,
15459,Biofuels Production Managers,"Conduct cost, material, and efficiency studies for biofuels production plants or operations.",94d4877e-a018-4b5b-9c65-dcdaca6a8d08,2025/4/24,Expert,4,3,4,4,3,False,False,True,True,False,False,2,3,3,3,4,False,True,False,True,False,False,False,,
9739,"Eligibility Interviewers, Government Programs","Keep records of assigned cases, and prepare required reports.",3129d7de-eb60-4e57-86df-3451e9fd4e42,2025/4/24,Average,3,1,2,2,2,True,True,False,False,False,True,3,2,2,2,3,False,False,False,True,True,True,False,,
9741,"Eligibility Interviewers, Government Programs","Prepare applications and forms for applicants for such purposes as school enrollment, employment, and medical services.",3129d7de-eb60-4e57-86df-3451e9fd4e42,2025/4/24,Novice,4,1,1,1,1,True,False,False,False,False,False,1,2,3,2,2,False,False,False,False,False,False,False,,FALSE
284,Art Directors,"Formulate basic layout design or presentation approach and specify material details, such as style and size of type, photographs, graphics, animation, video, and sound.",b8b38060-e0d1-4322-8b6f-1bc58f400e4e,2025/4/24,Expert,2,2,4,1,4,False,False,False,False,False,False,4,4,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
288,Art Directors,Present final layouts to clients for approval.,b8b38060-e0d1-4322-8b6f-1bc58f400e4e,2025/4/24,Expert,3,3,4,2,4,True,False,False,False,False,True,4,2,4,4,3,False,True,True,False,True,True,False,,
294,Art Directors,Create custom illustrations or other graphic elements.,b8b38060-e0d1-4322-8b6f-1bc58f400e4e,2025/4/24,Expert,3,1,3,1,4,False,False,False,False,False,True,2,3,3,4,4,False,True,True,True,True,True,False,,
20242,Art Directors,"Research current trends and new technology, such as printing production techniques, computer software, and design trends.",b8b38060-e0d1-4322-8b6f-1bc58f400e4e,2025/4/24,Expert,1,1,3,1,4,False,False,False,False,False,False,3,1,2,4,3,True,True,True,False,True,True,False,FALSE,
15456,Biofuels Production Managers,"Review logs, datasheets, or reports to ensure adequate production levels or to identify abnormalities with biofuels production equipment or processes.",8254e261-5e33-4261-96e7-53a171c382ad,2025/4/24,Expert,3,4,5,3,3,True,False,False,False,True,True,1,5,1,4,4,False,False,True,True,True,False,False,,
9739,"Eligibility Interviewers, Government Programs","Keep records of assigned cases, and prepare required reports.",dab489d9-3cfc-4be2-847d-59114475dcc6,2025/4/24,Average,3,1,2,2,1,True,True,False,False,False,True,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
3407,Loan Officers,"Approve loans within specified limits, and refer loan applications outside those limits to management for approval.",58c81c55-fc11-40af-8a77-d068916feecf,2025/4/24,Average,2,4,2,2,4,False,False,False,False,False,False,2,2,3,2,1,False,False,False,False,False,False,False,FALSE,FALSE
3416,Loan Officers,Submit applications to credit analysts for verification and recommendation.,58c81c55-fc11-40af-8a77-d068916feecf,2025/4/24,Expert,2,1,2,1,3,False,False,False,False,False,False,3,2,2,3,3,False,False,False,False,False,False,False,FALSE,
3413,Loan Officers,Review loan agreements to ensure that they are complete and accurate according to policy.,58c81c55-fc11-40af-8a77-d068916feecf,2025/4/24,Expert,1,2,3,2,4,False,False,False,False,False,False,1,2,3,2,1,False,False,False,False,False,False,False,FALSE,FALSE
3411,Loan Officers,"Obtain and compile copies of loan applicants' credit histories, corporate financial statements, and other financial information.",58c81c55-fc11-40af-8a77-d068916feecf,2025/4/24,Expert,2,3,2,1,3,False,False,False,False,False,False,3,1,1,3,3,False,True,True,False,False,False,False,FALSE,
3409,Loan Officers,"Analyze applicants' financial status, credit, and property evaluations to determine feasibility of granting loans.",bf3c31cb-cf41-4972-9d36-d809383dafdd,2025/4/24,Expert,5,3,5,2,2,True,True,True,True,True,True,1,3,3,4,3,False,True,True,True,True,True,True,,
3412,Loan Officers,Review and update credit and loan files.,bf3c31cb-cf41-4972-9d36-d809383dafdd,2025/4/24,Expert,4,5,5,2,3,True,False,False,False,False,False,1,5,5,5,4,False,True,True,True,True,True,True,,
2705,Public Safety Telecommunicators,"Determine response requirements and relative priorities of situations, and dispatch units in accordance with established procedures.",425d4c96-dfa0-4a2a-83df-73e51eb68d84,2025/4/24,Novice,4,3,3,3,3,False,False,True,False,False,False,2,4,3,2,4,False,False,False,False,True,False,False,,
2712,Public Safety Telecommunicators,"Maintain access to, and security of, highly sensitive materials.",425d4c96-dfa0-4a2a-83df-73e51eb68d84,2025/4/24,Average,1,4,4,3,4,False,False,False,False,False,False,4,1,3,4,1,False,False,False,False,False,False,False,FALSE,FALSE
2714,Public Safety Telecommunicators,"Maintain files of information relating to emergency calls, such as personnel rosters and emergency call-out and pager files.",425d4c96-dfa0-4a2a-83df-73e51eb68d84,2025/4/24,Expert,4,3,4,2,4,False,False,False,False,False,True,1,2,1,2,4,False,True,False,False,False,True,False,,
775,Medical Secretaries and Administrative Assistants,"Schedule and confirm patient diagnostic appointments, surgeries, or medical consultations.",ecc18489-b2cd-4221-a719-bfbb8690f163,2025/4/24,Average,4,1,3,2,2,True,True,False,True,False,True,1,4,3,3,3,False,False,False,True,True,True,False,,
783,Medical Secretaries and Administrative Assistants,"Transmit correspondence or medical records by mail, e-mail, or fax.",ecc18489-b2cd-4221-a719-bfbb8690f163,2025/4/24,Expert,4,2,4,1,2,True,True,False,False,False,False,2,2,4,4,3,False,False,False,True,True,False,True,,
781,Medical Secretaries and Administrative Assistants,"Maintain medical records, technical library, or correspondence files.",ecc18489-b2cd-4221-a719-bfbb8690f163,2025/4/24,Expert,3,4,5,3,3,True,True,True,False,False,True,4,2,4,5,4,True,False,True,False,True,True,True,,
778,Medical Secretaries and Administrative Assistants,"Receive and route messages or documents, such as laboratory results, to appropriate staff.",ecc18489-b2cd-4221-a719-bfbb8690f163,2025/4/24,Expert,5,1,1,1,2,True,True,False,False,False,False,3,5,1,1,4,True,False,False,True,False,False,False,,
782,Medical Secretaries and Administrative Assistants,"Operate office equipment, such as voice mail messaging systems, and use word processing, spreadsheet, or other software applications to prepare reports, invoices, financial statements, letters, case histories, or medical records.",ecc18489-b2cd-4221-a719-bfbb8690f163,2025/4/24,Expert,3,5,5,4,3,True,True,False,False,False,False,4,2,3,3,4,True,False,False,True,False,False,False,,
784,Medical Secretaries and Administrative Assistants,"Perform various clerical or administrative functions, such as ordering and maintaining an inventory of supplies.",ecc18489-b2cd-4221-a719-bfbb8690f163,2025/4/24,Average,5,1,1,1,1,False,True,False,False,False,False,2,1,2,2,3,False,False,True,False,True,True,False,,
284,Art Directors,"Formulate basic layout design or presentation approach and specify material details, such as style and size of type, photographs, graphics, animation, video, and sound.",b4032c3f-5523-4a73-bcf9-d7256f02633b,2025/4/25,Expert,2,2,5,1,4,False,False,False,False,False,False,1,3,3,5,4,False,True,True,True,False,True,False,FALSE,
286,Art Directors,"Manage own accounts and projects, working within budget and scheduling requirements.",b4032c3f-5523-4a73-bcf9-d7256f02633b,2025/4/25,Average,2,1,3,2,1,False,False,False,False,False,False,1,5,4,4,3,False,False,True,False,True,True,True,FALSE,
294,Art Directors,Create custom illustrations or other graphic elements.,b4032c3f-5523-4a73-bcf9-d7256f02633b,2025/4/25,Average,1,2,5,1,4,False,False,False,False,False,False,3,2,1,3,5,False,False,True,False,True,False,True,FALSE,
292,Art Directors,Review illustrative material to determine if it conforms to standards and specifications.,b4032c3f-5523-4a73-bcf9-d7256f02633b,2025/4/25,Average,1,1,3,2,4,False,False,False,False,False,False,1,4,4,3,2,False,False,False,False,False,False,False,FALSE,FALSE
20242,Art Directors,"Research current trends and new technology, such as printing production techniques, computer software, and design trends.",b4032c3f-5523-4a73-bcf9-d7256f02633b,2025/4/25,Novice,3,1,2,2,3,True,True,False,False,False,False,3,3,4,3,3,True,False,False,False,False,False,False,,
295,Art Directors,"Mark up, paste, and complete layouts and write typography instructions to prepare materials for typesetting or printing.",b4032c3f-5523-4a73-bcf9-d7256f02633b,2025/4/25,Average,3,1,1,1,1,True,False,False,False,False,False,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
9739,"Eligibility Interviewers, Government Programs","Keep records of assigned cases, and prepare required reports.",7b2163e2-3b17-400e-af1a-3df0ee269a68,2025/4/25,Expert,4,2,3,4,2,True,True,True,True,False,False,3,3,3,2,3,False,False,False,False,False,False,False,,
9736,"Eligibility Interviewers, Government Programs","Compile, record, and evaluate personal and financial data to verify completeness and accuracy, and to determine eligibility status.",7b2163e2-3b17-400e-af1a-3df0ee269a68,2025/4/25,Novice,4,3,3,3,3,False,True,True,True,False,False,4,3,3,3,4,False,False,False,False,False,False,False,,
9741,"Eligibility Interviewers, Government Programs","Prepare applications and forms for applicants for such purposes as school enrollment, employment, and medical services.",7b2163e2-3b17-400e-af1a-3df0ee269a68,2025/4/25,Average,4,3,3,3,1,True,False,True,False,False,True,3,4,3,4,2,False,False,False,False,False,False,False,,FALSE
3409,Loan Officers,"Analyze applicants' financial status, credit, and property evaluations to determine feasibility of granting loans.",3353bd22-cbd5-4f9f-8476-e342411eb311,2025/4/25,Average,3,3,4,3,4,True,False,True,False,True,False,3,4,3,2,2,False,False,False,False,False,False,False,,FALSE
3407,Loan Officers,"Approve loans within specified limits, and refer loan applications outside those limits to management for approval.",3353bd22-cbd5-4f9f-8476-e342411eb311,2025/4/25,Average,4,2,3,2,3,False,True,True,False,True,False,2,2,3,4,3,False,True,False,True,True,False,False,,
3416,Loan Officers,Submit applications to credit analysts for verification and recommendation.,3353bd22-cbd5-4f9f-8476-e342411eb311,2025/4/25,Average,2,1,3,2,3,False,False,False,False,False,False,3,3,4,2,3,False,True,False,True,True,True,False,FALSE,
3411,Loan Officers,"Obtain and compile copies of loan applicants' credit histories, corporate financial statements, and other financial information.",3353bd22-cbd5-4f9f-8476-e342411eb311,2025/4/25,Average,3,1,2,3,4,False,True,True,True,False,False,2,3,4,2,2,False,False,False,False,False,False,False,,FALSE
3414,Loan Officers,Compute payment schedules.,3353bd22-cbd5-4f9f-8476-e342411eb311,2025/4/25,Expert,3,1,2,4,3,False,True,True,False,True,False,2,3,3,2,2,False,False,False,False,False,False,False,,FALSE
9736,"Eligibility Interviewers, Government Programs","Compile, record, and evaluate personal and financial data to verify completeness and accuracy, and to determine eligibility status.",7aeea0a1-7612-4865-8ed9-ee8ac9e14824,2025/4/25,Average,3,1,1,1,2,True,True,True,False,False,False,2,2,1,2,2,False,False,False,False,False,False,False,,FALSE
9735,"Eligibility Interviewers, Government Programs","Initiate procedures to grant, modify, deny, or terminate assistance, or refer applicants to other agencies for assistance.",7aeea0a1-7612-4865-8ed9-ee8ac9e14824,2025/4/25,Average,3,2,2,2,3,True,False,True,False,False,False,2,4,3,2,4,False,False,True,True,False,False,False,,
9736,"Eligibility Interviewers, Government Programs","Compile, record, and evaluate personal and financial data to verify completeness and accuracy, and to determine eligibility status.",fc874585-8307-4d5b-9275-2f171f9fd42a,2025/4/25,Expert,2,4,4,3,4,False,False,False,False,False,False,1,5,3,5,4,False,True,True,True,False,False,False,FALSE,
9735,"Eligibility Interviewers, Government Programs","Initiate procedures to grant, modify, deny, or terminate assistance, or refer applicants to other agencies for assistance.",fc874585-8307-4d5b-9275-2f171f9fd42a,2025/4/25,Expert,1,2,4,5,2,False,False,False,False,False,False,1,2,5,5,5,False,True,True,False,False,False,False,FALSE,
9739,"Eligibility Interviewers, Government Programs","Keep records of assigned cases, and prepare required reports.",2023b1c4-4987-4fff-a1a9-cd1671bcdeb0,2025/4/25,Expert,3,2,4,2,2,True,True,False,False,False,False,3,3,2,4,3,False,False,True,False,True,False,False,,
2712,Public Safety Telecommunicators,"Maintain access to, and security of, highly sensitive materials.",a0a80b3a-19cf-4397-b428-d483e4febabb,2025/4/25,Average,3,1,3,2,3,False,False,True,False,False,True,2,2,3,3,3,False,False,False,False,False,True,False,,
9739,"Eligibility Interviewers, Government Programs","Keep records of assigned cases, and prepare required reports.",3beeccdc-ee4d-46bb-b887-9be4cd569d6a,2025/4/25,Expert,3,1,2,2,2,True,True,True,False,False,True,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
9736,"Eligibility Interviewers, Government Programs","Compile, record, and evaluate personal and financial data to verify completeness and accuracy, and to determine eligibility status.",3beeccdc-ee4d-46bb-b887-9be4cd569d6a,2025/4/25,Expert,2,3,3,3,3,False,False,False,False,False,False,2,3,4,4,3,True,True,True,False,True,False,True,FALSE,
9735,"Eligibility Interviewers, Government Programs","Initiate procedures to grant, modify, deny, or terminate assistance, or refer applicants to other agencies for assistance.",3beeccdc-ee4d-46bb-b887-9be4cd569d6a,2025/4/25,Average,3,1,2,1,2,True,True,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
9741,"Eligibility Interviewers, Government Programs","Prepare applications and forms for applicants for such purposes as school enrollment, employment, and medical services.",3beeccdc-ee4d-46bb-b887-9be4cd569d6a,2025/4/25,Expert,2,3,3,3,3,False,False,False,False,False,False,2,2,4,3,3,True,True,True,False,True,False,True,FALSE,
9416,Medical Transcriptionists,"Return dictated reports in printed or electronic form for physician's review, signature, and corrections and for inclusion in patients' medical records.",dec06ef6-8a26-4a59-a2d7-09fff1dbc5ca,2025/4/25,Average,4,4,4,2,4,True,False,True,True,True,True,2,4,2,5,2,False,False,False,False,False,False,False,,FALSE
9421,Medical Transcriptionists,"Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material.",dec06ef6-8a26-4a59-a2d7-09fff1dbc5ca,2025/4/25,Average,4,1,4,1,3,True,False,True,True,False,False,2,5,1,5,4,True,False,False,True,False,True,False,,
9414,Medical Transcriptionists,"Review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology.",dec06ef6-8a26-4a59-a2d7-09fff1dbc5ca,2025/4/25,Average,5,3,2,1,1,True,True,True,True,False,True,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
9413,Medical Transcriptionists,"Transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries.",dec06ef6-8a26-4a59-a2d7-09fff1dbc5ca,2025/4/25,Average,3,4,4,2,4,True,False,True,False,True,True,2,4,2,4,2,False,False,False,False,False,False,False,,FALSE
9415,Medical Transcriptionists,"Distinguish between homonyms and recognize inconsistencies and mistakes in medical terms, referring to dictionaries, drug references, and other sources on anatomy, physiology, and medicine.",dec06ef6-8a26-4a59-a2d7-09fff1dbc5ca,2025/4/25,Average,4,3,4,1,2,True,False,True,False,False,True,1,2,1,3,2,False,False,False,False,False,False,False,,FALSE
9423,Medical Transcriptionists,"Set up and maintain medical files and databases, including records such as x-ray, lab, and procedure reports, medical histories, diagnostic workups, admission and discharge summaries, and clinical resumes.",dec06ef6-8a26-4a59-a2d7-09fff1dbc5ca,2025/4/25,Average,3,2,4,2,2,True,True,True,True,True,True,2,2,4,4,4,False,True,True,True,True,True,True,,
9417,Medical Transcriptionists,Translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care facility records.,dec06ef6-8a26-4a59-a2d7-09fff1dbc5ca,2025/4/25,Average,4,1,2,2,2,True,False,True,False,False,True,2,4,2,2,2,False,False,False,False,False,False,False,,FALSE
9420,Medical Transcriptionists,"Perform data entry and data retrieval services, providing data for inclusion in medical records and for transmission to physicians.",dec06ef6-8a26-4a59-a2d7-09fff1dbc5ca,2025/4/25,Average,4,2,2,2,1,True,True,True,False,False,True,2,2,2,3,3,False,False,False,False,True,False,False,,
3409,Loan Officers,"Analyze applicants' financial status, credit, and property evaluations to determine feasibility of granting loans.",5d5449c6-1a85-45a3-bafd-a2fa9f4b20db,2025/4/25,Expert,1,2,4,3,3,False,False,False,False,False,False,2,2,5,5,3,False,True,True,True,True,True,True,FALSE,
3407,Loan Officers,"Approve loans within specified limits, and refer loan applications outside those limits to management for approval.",5d5449c6-1a85-45a3-bafd-a2fa9f4b20db,2025/4/25,Expert,1,1,1,1,2,False,False,False,False,False,False,1,1,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
3416,Loan Officers,Submit applications to credit analysts for verification and recommendation.,5d5449c6-1a85-45a3-bafd-a2fa9f4b20db,2025/4/25,Expert,3,1,1,1,1,True,True,False,False,False,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
3413,Loan Officers,Review loan agreements to ensure that they are complete and accurate according to policy.,5d5449c6-1a85-45a3-bafd-a2fa9f4b20db,2025/4/25,Expert,4,3,4,2,1,True,True,True,True,False,True,1,1,1,5,2,False,False,False,False,False,False,False,,FALSE
3412,Loan Officers,Review and update credit and loan files.,5d5449c6-1a85-45a3-bafd-a2fa9f4b20db,2025/4/25,Expert,4,2,1,2,1,True,True,True,False,False,True,1,1,2,3,3,False,False,True,True,True,True,True,,
3411,Loan Officers,"Obtain and compile copies of loan applicants' credit histories, corporate financial statements, and other financial information.",5d5449c6-1a85-45a3-bafd-a2fa9f4b20db,2025/4/25,Expert,5,2,1,1,1,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
3415,Loan Officers,Stay abreast of new types of loans and other financial services and products to better meet customers' needs.,5d5449c6-1a85-45a3-bafd-a2fa9f4b20db,2025/4/25,Expert,1,1,4,3,3,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
2815,Desktop Publishers,Check preliminary and final proofs for errors and make necessary corrections.,8ab9689a-6f64-47a8-96a2-0628cf1b57bc,2025/4/25,Expert,2,4,5,5,5,False,False,False,False,False,False,1,1,1,4,1,False,False,False,False,False,False,False,FALSE,FALSE
2823,Desktop Publishers,"Import text and art elements, such as electronic clip art or electronic files from photographs that have been scanned or produced with a digital camera, using computer software.",8ab9689a-6f64-47a8-96a2-0628cf1b57bc,2025/4/25,Average,1,1,2,1,3,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
2822,Desktop Publishers,"Edit graphics and photos, using pixel or bitmap editing, airbrushing, masking, or image retouching.",8ab9689a-6f64-47a8-96a2-0628cf1b57bc,2025/4/25,Average,2,1,1,1,1,False,False,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
15458,Biofuels Production Managers,"Monitor meters, flow gauges, or other real-time data to ensure proper operation of biofuels production equipment, implementing corrective measures as needed.",b6a9dd8d-68c0-4a8d-a5d6-f1e8a397fd42,2025/4/25,Expert,4,1,1,1,2,True,True,True,False,False,True,1,2,3,2,2,False,False,False,False,False,False,False,,FALSE
15460,Biofuels Production Managers,"Approve proposals for the acquisition, replacement, or repair of biofuels processing equipment or the implementation of new production processes.",b6a9dd8d-68c0-4a8d-a5d6-f1e8a397fd42,2025/4/25,Expert,4,2,3,1,2,True,False,True,False,False,False,2,1,2,3,2,False,False,False,False,False,False,False,,FALSE
15457,Biofuels Production Managers,Prepare and manage biofuels plant or unit budgets.,b6a9dd8d-68c0-4a8d-a5d6-f1e8a397fd42,2025/4/25,Expert,3,3,4,2,3,True,True,False,True,False,False,1,1,4,3,2,False,False,False,False,False,False,False,,FALSE
15459,Biofuels Production Managers,"Conduct cost, material, and efficiency studies for biofuels production plants or operations.",b6a9dd8d-68c0-4a8d-a5d6-f1e8a397fd42,2025/4/25,Expert,3,2,3,2,3,True,True,False,False,True,False,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
16284,Clinical Data Managers,"Process clinical data, including receipt, entry, verification, or filing of information.",62dafc20-4ac4-459c-b261-58430acc0855,2025/4/25,Expert,4,1,3,1,4,True,True,True,True,False,False,2,3,1,3,2,False,False,False,False,False,False,False,,FALSE
16283,Clinical Data Managers,Analyze clinical data using appropriate statistical tools.,62dafc20-4ac4-459c-b261-58430acc0855,2025/4/25,Expert,4,3,2,3,3,True,True,True,False,False,True,1,3,3,3,4,False,False,True,False,True,False,True,,
16274,Clinical Data Managers,"Track the flow of work forms, including in-house data flow or electronic forms transfer.",62dafc20-4ac4-459c-b261-58430acc0855,2025/4/25,Expert,4,2,3,4,4,True,False,True,True,False,True,2,3,3,3,3,False,False,False,True,True,False,True,,
2519,Payroll and Timekeeping Clerks,"Verify attendance, hours worked, and pay adjustments, and post information onto designated records.",e534b016-cd1e-4be3-8209-0ea55ec4a185,2025/4/25,Expert,5,2,3,1,2,True,True,False,False,False,True,2,1,1,2,2,False,False,False,False,False,False,False,,FALSE
2515,Payroll and Timekeeping Clerks,Process and issue employee paychecks and statements of earnings and deductions.,e534b016-cd1e-4be3-8209-0ea55ec4a185,2025/4/25,Expert,5,2,2,1,1,True,True,True,False,False,True,2,1,1,1,1,False,False,False,False,False,False,False,,FALSE
2516,Payroll and Timekeeping Clerks,"Compute wages and deductions, and enter data into computers.",e534b016-cd1e-4be3-8209-0ea55ec4a185,2025/4/25,Expert,2,1,3,3,2,False,False,False,False,False,False,1,3,3,4,5,False,True,True,True,True,True,False,FALSE,
18562,Payroll and Timekeeping Clerks,Process paperwork for new employees and enter employee information into the payroll system.,e534b016-cd1e-4be3-8209-0ea55ec4a185,2025/4/25,Expert,2,2,3,2,2,False,False,False,False,False,False,2,3,2,3,5,False,False,True,False,True,False,True,FALSE,
2528,Payroll and Timekeeping Clerks,"Prepare and balance period-end reports, and reconcile issued payrolls to bank statements.",e534b016-cd1e-4be3-8209-0ea55ec4a185,2025/4/25,Expert,1,2,5,2,3,False,False,False,False,False,False,4,1,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
2518,Payroll and Timekeeping Clerks,"Review time sheets, work charts, wage computation, and other information to detect and reconcile payroll discrepancies.",e534b016-cd1e-4be3-8209-0ea55ec4a185,2025/4/25,Expert,3,4,5,1,3,True,True,False,True,False,True,1,1,2,3,3,False,False,False,False,True,False,False,,
2520,Payroll and Timekeeping Clerks,"Record employee information, such as exemptions, transfers, and resignations, to maintain and update payroll records.",e534b016-cd1e-4be3-8209-0ea55ec4a185,2025/4/25,Expert,3,2,3,1,2,True,False,False,False,False,True,1,2,3,3,4,False,False,False,False,True,False,True,,
2521,Payroll and Timekeeping Clerks,Issue and record adjustments to pay related to previous errors or retroactive increases.,e534b016-cd1e-4be3-8209-0ea55ec4a185,2025/4/25,Expert,5,1,2,1,1,True,False,False,True,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
18563,Payroll and Timekeeping Clerks,"Keep track of leave time, such as vacation, personal, and sick leave, for employees.",e534b016-cd1e-4be3-8209-0ea55ec4a185,2025/4/25,Expert,5,1,2,1,1,True,False,True,False,False,True,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
2517,Payroll and Timekeeping Clerks,"Compile employee time, production, and payroll data from time sheets and other records.",e534b016-cd1e-4be3-8209-0ea55ec4a185,2025/4/25,Expert,5,2,2,1,1,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
2522,Payroll and Timekeeping Clerks,Keep informed about changes in tax and deduction laws that apply to the payroll process.,3976240a-debb-4169-8e87-ef841c5b396a,2025/4/25,Novice,2,1,1,2,3,False,False,False,False,False,False,4,4,4,4,4,True,False,False,False,False,False,False,FALSE,
2519,Payroll and Timekeeping Clerks,"Verify attendance, hours worked, and pay adjustments, and post information onto designated records.",4c90b417-1acc-4bb7-8135-060e4d024ef5,2025/4/25,Expert,3,2,4,3,4,False,False,False,False,False,True,3,5,5,4,4,False,True,False,True,True,True,True,,
18562,Payroll and Timekeeping Clerks,Process paperwork for new employees and enter employee information into the payroll system.,4c90b417-1acc-4bb7-8135-060e4d024ef5,2025/4/25,Expert,4,2,5,3,4,False,False,False,False,False,True,2,3,3,4,3,False,True,True,True,True,True,True,,
18564,Payroll and Timekeeping Clerks,Conduct verifications of employment.,4c90b417-1acc-4bb7-8135-060e4d024ef5,2025/4/25,Expert,3,2,4,3,3,True,True,False,False,False,False,1,5,5,5,3,False,True,True,True,False,True,True,,
8867,Treasurers and Controllers,"Analyze the financial details of past, present, and expected operations to identify development opportunities and areas where improvement is needed.",c6ab9f54-58b9-4398-b6f7-ad5bbdb876ac,2025/4/25,Expert,3,2,4,2,5,True,False,False,False,False,False,1,4,4,4,5,False,False,True,True,True,True,False,,
20168,Treasurers and Controllers,"Monitor financial activities and details, such as cash flow and reserve levels, to ensure that all legal and regulatory requirements are met.",c6ab9f54-58b9-4398-b6f7-ad5bbdb876ac,2025/4/25,Expert,3,2,4,2,4,True,False,False,False,False,False,1,4,2,2,4,False,False,True,True,True,True,False,,
8865,Treasurers and Controllers,"Coordinate and direct the financial planning, budgeting, procurement, or investment activities of all or part of an organization.",c6ab9f54-58b9-4398-b6f7-ad5bbdb876ac,2025/4/25,Expert,3,3,5,3,5,True,False,False,False,False,True,1,5,5,5,5,False,False,False,False,False,False,False,,
23269,"Court, Municipal, and License Clerks",Record and edit the minutes of meetings and distribute to appropriate officials or staff members.,eeb44c2a-3555-4e3b-8577-c6c4727149f1,2025/4/25,Novice,1,1,1,2,1,False,False,False,False,False,False,1,1,1,1,3,True,False,True,False,False,False,True,FALSE,
23270,"Court, Municipal, and License Clerks","Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.",eeb44c2a-3555-4e3b-8577-c6c4727149f1,2025/4/25,Expert,1,4,3,1,1,False,False,False,False,False,False,3,1,1,1,3,False,True,True,False,False,False,True,FALSE,
80,Cost Estimators,"Analyze blueprints and other documentation to prepare time, cost, materials, and labor estimates.",45f6fab4-34da-41b6-b8fd-6424f556441f,2025/4/25,Expert,4,3,3,3,3,True,False,True,False,False,False,3,4,3,4,3,False,True,False,False,True,False,False,,
87,Cost Estimators,Prepare cost and expenditure statements and other necessary documentation at regular intervals for the duration of the project.,45f6fab4-34da-41b6-b8fd-6424f556441f,2025/4/25,Expert,3,3,3,3,4,False,False,True,True,False,False,2,3,3,3,3,False,False,True,False,True,False,False,,
18090,Health Informatics Specialists,"Translate nursing practice information between nurses and systems engineers, analysts, or designers, using object-oriented models or other techniques.",368dfd6f-db7d-466f-97c1-7a1f81fee3d2,2025/4/26,Average,1,2,3,4,1,False,False,False,False,False,False,2,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
23270,"Court, Municipal, and License Clerks","Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.",5e9312df-313e-4706-ba88-8cefdf4eec03,2025/4/26,Expert,5,1,1,1,1,True,False,False,False,False,False,1,3,1,1,2,False,False,False,False,False,False,False,,FALSE
23272,"Court, Municipal, and License Clerks",Record and maintain all vital and fiscal records and accounts.,5e9312df-313e-4706-ba88-8cefdf4eec03,2025/4/26,Expert,5,2,3,1,1,False,True,False,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
23278,"Court, Municipal, and License Clerks","Record case dispositions, court orders, or arrangements made for payment of court fees.",5e9312df-313e-4706-ba88-8cefdf4eec03,2025/4/26,Expert,4,3,4,2,1,False,False,True,False,False,False,1,2,1,3,3,False,False,False,False,True,False,False,,
23288,"Court, Municipal, and License Clerks","Answer inquiries from the general public regarding judicial procedures, court appearances, trial dates, adjournments, outstanding warrants, summonses, subpoenas, witness fees, or payment of fines.",5e9312df-313e-4706-ba88-8cefdf4eec03,2025/4/26,Expert,4,3,2,1,1,False,True,False,True,False,False,4,5,2,4,4,False,False,False,True,False,False,False,,
23281,"Court, Municipal, and License Clerks",Prepare documents recording the outcomes of court proceedings.,5e9312df-313e-4706-ba88-8cefdf4eec03,2025/4/26,Expert,4,2,2,1,1,False,True,False,False,False,False,1,1,1,3,2,False,False,False,False,False,False,False,,FALSE
23275,"Court, Municipal, and License Clerks","Prepare and issue orders of the court, such as probation orders, release documentation, sentencing information, or summonses.",5e9312df-313e-4706-ba88-8cefdf4eec03,2025/4/26,Expert,5,1,2,1,1,False,True,True,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
23283,"Court, Municipal, and License Clerks","Perform general office duties, such as taking or transcribing dictation, typing or proofreading correspondence, distributing or filing official forms, or scheduling appointments.",5e9312df-313e-4706-ba88-8cefdf4eec03,2025/4/26,Expert,5,1,1,1,1,True,False,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
23290,"Court, Municipal, and License Clerks",Instruct parties about timing of court appearances.,5e9312df-313e-4706-ba88-8cefdf4eec03,2025/4/26,Expert,5,1,1,1,1,False,False,False,True,False,False,1,5,1,1,1,False,False,False,False,False,False,False,,FALSE
9416,Medical Transcriptionists,"Return dictated reports in printed or electronic form for physician's review, signature, and corrections and for inclusion in patients' medical records.",ff2de47e-935f-4c6b-af12-44e582e84a6a,2025/4/26,Average,2,3,3,5,3,False,False,False,False,False,False,4,5,2,4,5,False,True,True,True,True,False,True,FALSE,
9421,Medical Transcriptionists,"Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material.",ff2de47e-935f-4c6b-af12-44e582e84a6a,2025/4/26,Novice,2,3,3,5,3,False,False,False,False,False,False,4,4,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
9414,Medical Transcriptionists,"Review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology.",ff2de47e-935f-4c6b-af12-44e582e84a6a,2025/4/26,Average,2,2,3,5,4,False,False,False,False,False,False,2,3,1,3,2,False,False,False,False,False,False,False,FALSE,FALSE
9417,Medical Transcriptionists,Translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care facility records.,ff2de47e-935f-4c6b-af12-44e582e84a6a,2025/4/26,Average,2,1,3,5,4,False,False,False,False,False,False,2,3,1,2,1,False,False,False,False,False,False,False,FALSE,FALSE
9420,Medical Transcriptionists,"Perform data entry and data retrieval services, providing data for inclusion in medical records and for transmission to physicians.",ff2de47e-935f-4c6b-af12-44e582e84a6a,2025/4/26,Novice,2,4,3,5,3,False,False,False,False,False,False,3,3,3,3,3,False,False,True,True,True,True,False,FALSE,
23271,"Court, Municipal, and License Clerks",Issue public notification of all official activities or meetings.,20d32258-fcb5-448c-aea5-b164ed2344c5,2025/4/26,Novice,1,1,3,1,2,False,False,False,False,False,False,1,4,3,5,2,False,False,False,False,False,False,False,FALSE,FALSE
23274,"Court, Municipal, and License Clerks",Prepare meeting agendas or packets of related information.,20d32258-fcb5-448c-aea5-b164ed2344c5,2025/4/26,Average,1,2,3,1,3,False,False,False,False,False,False,2,3,1,3,1,False,False,False,False,False,False,False,FALSE,FALSE
23283,"Court, Municipal, and License Clerks","Perform general office duties, such as taking or transcribing dictation, typing or proofreading correspondence, distributing or filing official forms, or scheduling appointments.",20d32258-fcb5-448c-aea5-b164ed2344c5,2025/4/26,Average,1,3,3,1,2,False,False,False,False,False,False,2,5,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
20846,Cost Estimators,Collect historical cost data to estimate costs for current or future products.,fcc05146-6b32-476c-b8f9-0190194bd744,2025/4/26,Average,1,1,1,5,2,False,False,False,False,False,False,1,2,3,2,1,False,False,False,False,False,False,False,FALSE,FALSE
84,Cost Estimators,"Prepare estimates used by management for purposes such as planning, organizing, and scheduling work.",fcc05146-6b32-476c-b8f9-0190194bd744,2025/4/26,Average,1,1,2,1,3,False,False,False,False,False,False,2,2,3,3,3,False,False,True,False,True,False,False,FALSE,
80,Cost Estimators,"Analyze blueprints and other documentation to prepare time, cost, materials, and labor estimates.",fcc05146-6b32-476c-b8f9-0190194bd744,2025/4/26,Average,2,2,5,2,3,False,False,False,False,False,False,2,3,3,5,2,False,False,False,False,False,False,False,FALSE,FALSE
20858,"Energy Engineers, Except Wind and Solar",Verify energy bills and meter readings.,2a2da0f7-d30c-460b-bcd4-c739577db9fe,2025/4/26,Average,3,3,2,2,3,True,True,False,False,False,False,2,2,2,2,3,False,True,True,False,False,False,False,,
87,Cost Estimators,Prepare cost and expenditure statements and other necessary documentation at regular intervals for the duration of the project.,538fdc86-2a61-4d9f-8aa9-36e57aaa17dd,2025/4/26,Novice,3,2,2,2,3,False,False,False,False,False,False,3,3,2,2,3,False,False,False,False,False,False,False,,
18095,Health Informatics Specialists,"Analyze computer and information technologies to determine applicability to nursing practice, education, administration, and research.",53c4f49c-7460-4c68-b41b-fa6236b0e47a,2025/4/26,Average,2,3,4,2,2,False,False,False,False,False,False,2,3,4,3,3,False,False,True,False,False,False,False,FALSE,
1411,Mechanical Engineers,"Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.",fd2b0559-9a76-4cd5-b097-8bf836cbabd4,2025/4/26,Expert,4,1,3,1,3,False,False,False,False,False,True,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
1418,Mechanical Engineers,Provide feedback to design engineers on customer problems or needs.,fd2b0559-9a76-4cd5-b097-8bf836cbabd4,2025/4/26,Expert,4,2,3,1,3,True,False,False,False,True,True,1,3,3,4,3,False,False,True,True,False,False,False,,
23278,"Court, Municipal, and License Clerks","Record case dispositions, court orders, or arrangements made for payment of court fees.",f2b3650e-cdab-42b6-86be-2245ab8814a6,2025/4/26,Expert,5,3,3,2,1,True,True,True,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
23288,"Court, Municipal, and License Clerks","Answer inquiries from the general public regarding judicial procedures, court appearances, trial dates, adjournments, outstanding warrants, summonses, subpoenas, witness fees, or payment of fines.",f2b3650e-cdab-42b6-86be-2245ab8814a6,2025/4/26,Average,3,1,2,1,3,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
23275,"Court, Municipal, and License Clerks","Prepare and issue orders of the court, such as probation orders, release documentation, sentencing information, or summonses.",f2b3650e-cdab-42b6-86be-2245ab8814a6,2025/4/26,Expert,5,2,4,2,1,True,True,True,True,True,True,3,3,4,3,4,False,True,True,True,True,True,True,,
18088,Health Informatics Specialists,"Design, develop, select, test, implement, and evaluate new or modified informatics solutions, data structures, and decision-support mechanisms to support patients, health care professionals, and their information management and human-computer and human-technology interactions within health care contexts.",87a33d36-2b60-436e-bec1-13ea915270d0,2025/4/26,Average,4,1,3,1,3,True,False,True,True,False,False,1,3,2,3,2,False,False,False,False,False,False,False,,FALSE
18101,Health Informatics Specialists,"Identify, collect, record, or analyze data relevant to the nursing care of patients.",87a33d36-2b60-436e-bec1-13ea915270d0,2025/4/26,Average,4,2,3,1,2,True,True,True,False,False,False,3,4,3,3,3,False,False,False,True,True,False,False,,
18100,Health Informatics Specialists,"Develop strategies, policies or procedures for introducing, evaluating, or modifying information technology applied to nursing practice, administration, education, or research.",87a33d36-2b60-436e-bec1-13ea915270d0,2025/4/26,Average,4,1,3,1,2,False,True,False,False,False,False,2,4,2,3,3,False,False,True,True,False,False,False,,
23270,"Court, Municipal, and License Clerks","Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.",f77ab272-49b4-4642-b4ff-b5867141a1f6,2025/4/26,Expert,3,4,4,4,3,False,False,True,False,False,False,4,4,3,4,3,False,False,False,True,False,False,False,,
23272,"Court, Municipal, and License Clerks",Record and maintain all vital and fiscal records and accounts.,f77ab272-49b4-4642-b4ff-b5867141a1f6,2025/4/26,Expert,3,4,4,3,3,False,False,True,False,True,False,3,3,4,3,3,False,False,False,True,True,False,False,,
23278,"Court, Municipal, and License Clerks","Record case dispositions, court orders, or arrangements made for payment of court fees.",f77ab272-49b4-4642-b4ff-b5867141a1f6,2025/4/26,Expert,3,3,3,3,4,False,False,True,False,False,False,4,4,3,3,3,False,False,False,False,False,True,False,,
23273,"Court, Municipal, and License Clerks","Answer questions or provide advice to the public regarding licensing policies, procedures, or regulations.",f77ab272-49b4-4642-b4ff-b5867141a1f6,2025/4/26,Expert,2,4,4,3,4,False,False,False,False,False,False,4,4,3,3,3,False,False,False,True,False,False,False,FALSE,
23288,"Court, Municipal, and License Clerks","Answer inquiries from the general public regarding judicial procedures, court appearances, trial dates, adjournments, outstanding warrants, summonses, subpoenas, witness fees, or payment of fines.",f77ab272-49b4-4642-b4ff-b5867141a1f6,2025/4/26,Average,2,3,3,3,2,False,False,False,False,False,False,3,3,4,3,3,False,False,False,True,False,False,False,FALSE,
23281,"Court, Municipal, and License Clerks",Prepare documents recording the outcomes of court proceedings.,f77ab272-49b4-4642-b4ff-b5867141a1f6,2025/4/26,Average,2,2,3,2,2,False,False,False,False,False,False,3,3,4,3,3,False,False,True,False,False,False,False,FALSE,
84,Cost Estimators,"Prepare estimates used by management for purposes such as planning, organizing, and scheduling work.",a79759ef-c2a9-42f7-9bda-a8c63ba1bdf4,2025/4/26,Average,4,3,3,5,3,False,True,True,False,False,False,2,3,3,3,3,False,False,True,True,False,True,False,,
80,Cost Estimators,"Analyze blueprints and other documentation to prepare time, cost, materials, and labor estimates.",a79759ef-c2a9-42f7-9bda-a8c63ba1bdf4,2025/4/26,Average,2,2,2,4,2,False,False,False,False,False,False,2,2,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
87,Cost Estimators,Prepare cost and expenditure statements and other necessary documentation at regular intervals for the duration of the project.,a79759ef-c2a9-42f7-9bda-a8c63ba1bdf4,2025/4/26,Expert,3,4,3,4,4,False,False,True,True,False,True,2,2,3,3,4,False,True,True,False,True,True,False,,
20483,"Architects, Except Landscape and Naval",Develop final construction plans that include aesthetic representations of the structure or details for its construction.,23af7107-b1a1-43d4-b46e-94c0b52f1848,2025/4/26,Expert,1,3,4,5,4,False,False,False,False,False,False,1,5,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
20479,"Architects, Except Landscape and Naval","Prepare scale drawings or architectural designs, using computer-aided design or other tools.",23af7107-b1a1-43d4-b46e-94c0b52f1848,2025/4/26,Expert,1,4,5,2,5,False,False,False,False,False,False,1,3,2,4,1,False,False,False,False,False,False,False,FALSE,FALSE
136,"Architects, Except Landscape and Naval",Integrate engineering elements into unified architectural designs.,23af7107-b1a1-43d4-b46e-94c0b52f1848,2025/4/26,Expert,1,3,5,1,5,False,False,False,False,False,False,1,5,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
20486,"Architects, Except Landscape and Naval",Plan layouts of structural architectural projects.,23af7107-b1a1-43d4-b46e-94c0b52f1848,2025/4/26,Expert,1,2,4,2,4,False,False,False,False,False,False,1,5,4,5,1,False,False,False,False,False,False,False,FALSE,FALSE
134,"Architects, Except Landscape and Naval",Prepare contract documents for building contractors.,23af7107-b1a1-43d4-b46e-94c0b52f1848,2025/4/26,Expert,1,5,5,4,5,False,False,False,False,False,False,1,3,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
19596,"Architects, Except Landscape and Naval","Plan or design structures such as residences, office buildings, theatres, factories, or other structural properties in accordance with environmental, safety, or other regulations.",23af7107-b1a1-43d4-b46e-94c0b52f1848,2025/4/26,Average,1,2,4,4,5,False,False,False,False,False,False,1,5,2,4,1,False,False,False,False,False,False,False,FALSE,FALSE
20488,"Architects, Except Landscape and Naval","Create three-dimensional or interactive representations of designs, using computer-assisted design software.",23af7107-b1a1-43d4-b46e-94c0b52f1848,2025/4/26,Average,1,1,3,1,3,False,False,False,False,False,False,1,4,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
19594,"Architects, Except Landscape and Naval",Gather information related to projects' environmental sustainability or operational efficiency.,23af7107-b1a1-43d4-b46e-94c0b52f1848,2025/4/26,Average,3,1,2,1,2,True,True,False,False,False,False,1,3,2,4,2,False,False,False,False,False,False,False,,FALSE
18088,Health Informatics Specialists,"Design, develop, select, test, implement, and evaluate new or modified informatics solutions, data structures, and decision-support mechanisms to support patients, health care professionals, and their information management and human-computer and human-technology interactions within health care contexts.",5a0dc188-abba-4b12-87c9-3d9255474d45,2025/4/26,Average,2,1,2,1,2,False,False,False,False,False,False,1,3,2,2,3,False,False,False,True,False,False,False,FALSE,
18101,Health Informatics Specialists,"Identify, collect, record, or analyze data relevant to the nursing care of patients.",5a0dc188-abba-4b12-87c9-3d9255474d45,2025/4/26,Average,1,2,2,3,2,False,False,False,False,False,False,1,1,3,4,4,False,False,False,False,False,False,True,FALSE,
18090,Health Informatics Specialists,"Translate nursing practice information between nurses and systems engineers, analysts, or designers, using object-oriented models or other techniques.",c7b5e5a4-0ab6-4fa2-85f8-0d769e642af2,2025/4/26,Average,3,2,1,1,2,True,True,False,False,False,False,1,1,1,4,2,False,False,False,False,False,False,False,,FALSE
18088,Health Informatics Specialists,"Design, develop, select, test, implement, and evaluate new or modified informatics solutions, data structures, and decision-support mechanisms to support patients, health care professionals, and their information management and human-computer and human-technology interactions within health care contexts.",c7b5e5a4-0ab6-4fa2-85f8-0d769e642af2,2025/4/26,Average,1,1,3,3,3,False,False,False,False,False,False,3,3,3,3,4,False,True,True,False,True,True,True,FALSE,
18094,Health Informatics Specialists,"Analyze and interpret patient, nursing, or information systems data to improve nursing services.",c7b5e5a4-0ab6-4fa2-85f8-0d769e642af2,2025/4/26,Expert,1,5,5,4,4,False,False,False,False,False,False,1,4,5,5,4,False,True,True,True,True,True,True,FALSE,
18093,Health Informatics Specialists,"Develop, implement, or evaluate health information technology applications, tools, processes, or structures to assist nurses with data management.",c7b5e5a4-0ab6-4fa2-85f8-0d769e642af2,2025/4/26,Expert,2,4,4,4,4,False,False,False,False,False,False,2,4,4,5,4,False,False,True,True,True,True,True,FALSE,
18095,Health Informatics Specialists,"Analyze computer and information technologies to determine applicability to nursing practice, education, administration, and research.",c7b5e5a4-0ab6-4fa2-85f8-0d769e642af2,2025/4/26,Expert,2,5,5,2,4,False,False,False,False,False,False,1,3,3,5,3,False,False,False,False,True,True,True,FALSE,
20846,Cost Estimators,Collect historical cost data to estimate costs for current or future products.,95a76e39-dd1a-4780-a583-8936386d3098,2025/4/26,Average,2,2,3,1,2,False,False,False,False,False,False,3,2,4,4,3,True,True,True,True,True,False,False,FALSE,
80,Cost Estimators,"Analyze blueprints and other documentation to prepare time, cost, materials, and labor estimates.",95a76e39-dd1a-4780-a583-8936386d3098,2025/4/26,Expert,2,3,4,2,4,False,False,False,False,False,False,2,2,3,4,3,False,True,True,True,True,True,False,FALSE,
18037,Regulatory Affairs Managers,"Review all regulatory agency submission materials to ensure timeliness, accuracy, comprehensiveness, or compliance with regulatory standards.",e9b3576e-d588-4ea2-881e-64bd63808a8b,2025/4/29,Average,3,3,3,3,2,False,True,False,False,False,False,3,2,3,3,3,False,True,False,False,False,False,False,,
18032,Regulatory Affairs Managers,Monitor emerging trends regarding industry regulations to determine potential impacts on organizational processes.,e9b3576e-d588-4ea2-881e-64bd63808a8b,2025/4/29,Novice,4,1,1,1,1,False,False,True,False,False,False,1,2,3,1,2,False,False,False,False,False,False,False,,FALSE
18101,Health Informatics Specialists,"Identify, collect, record, or analyze data relevant to the nursing care of patients.",c7b5e5a4-0ab6-4fa2-85f8-0d769e642af2,2025/4/26,Expert,2,5,5,2,5,False,False,False,False,False,False,2,5,3,5,5,False,False,True,True,True,True,True,FALSE,
18100,Health Informatics Specialists,"Develop strategies, policies or procedures for introducing, evaluating, or modifying information technology applied to nursing practice, administration, education, or research.",c7b5e5a4-0ab6-4fa2-85f8-0d769e642af2,2025/4/26,Expert,1,4,5,2,4,False,False,False,False,False,False,1,1,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
84,Cost Estimators,"Prepare estimates used by management for purposes such as planning, organizing, and scheduling work.",95a76e39-dd1a-4780-a583-8936386d3098,2025/4/26,Expert,2,3,4,1,3,False,False,False,False,False,False,2,5,5,5,4,True,True,True,True,True,True,True,FALSE,
5511,Geographers,"Study the economic, political, and cultural characteristics of a specific region's population.",cf95d778-44ca-463e-805b-d7cfbeaf50d0,2025/4/26,Average,2,3,3,3,3,False,False,False,False,False,False,3,4,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
5506,Geographers,Locate and obtain existing geographic information databases.,cf95d778-44ca-463e-805b-d7cfbeaf50d0,2025/4/26,Expert,2,3,4,4,4,False,False,False,False,False,False,3,4,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
5505,Geographers,"Develop, operate, and maintain geographical information computer systems, including hardware, software, plotters, digitizers, printers, and video cameras.",cf95d778-44ca-463e-805b-d7cfbeaf50d0,2025/4/26,Average,2,3,3,3,4,False,False,False,False,False,False,4,2,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
18094,Health Informatics Specialists,"Analyze and interpret patient, nursing, or information systems data to improve nursing services.",51567888-5fff-465f-9d43-fa7b3d99f12f,2025/4/26,Average,5,1,1,1,1,True,False,False,False,False,False,1,3,2,3,1,False,False,False,False,False,False,False,,FALSE
18101,Health Informatics Specialists,"Identify, collect, record, or analyze data relevant to the nursing care of patients.",51567888-5fff-465f-9d43-fa7b3d99f12f,2025/4/26,Expert,4,3,4,4,2,True,False,False,False,False,True,1,3,2,3,2,False,False,False,False,False,False,False,,FALSE
17254,Radiologists,"Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.",2957317e-110d-4b3a-b7fe-5a67bdfc0880,2025/4/26,Average,3,4,4,3,3,True,False,True,False,False,True,3,3,4,4,3,True,False,True,False,True,True,False,,
17239,Radiologists,Review or transmit images and information using picture archiving or communications systems.,2957317e-110d-4b3a-b7fe-5a67bdfc0880,2025/4/26,Expert,4,3,3,3,2,True,False,True,False,False,False,4,3,3,3,4,True,True,False,True,True,False,False,,
17248,Radiologists,"Document the performance, interpretation, or outcomes of all procedures performed.",2957317e-110d-4b3a-b7fe-5a67bdfc0880,2025/4/26,Expert,3,2,3,3,3,True,False,True,False,True,False,3,3,2,3,4,True,False,True,True,False,False,False,,
17249,Radiologists,Develop or monitor procedures to ensure adequate quality control of images.,2957317e-110d-4b3a-b7fe-5a67bdfc0880,2025/4/26,Expert,2,3,3,3,2,False,False,False,False,False,False,3,2,2,3,3,True,False,True,True,False,False,False,FALSE,
17234,Radiologists,Participate in continuing education activities to maintain and develop expertise.,2957317e-110d-4b3a-b7fe-5a67bdfc0880,2025/4/26,Expert,2,2,4,2,3,False,False,False,False,False,False,3,3,2,2,4,True,False,True,True,False,False,False,FALSE,
17231,Radiologists,Participate in quality improvement activities including discussions of areas where risk of error is high.,2957317e-110d-4b3a-b7fe-5a67bdfc0880,2025/4/26,Expert,3,3,3,3,2,True,False,True,True,False,False,3,3,2,3,4,True,False,True,True,False,False,False,,
23290,"Court, Municipal, and License Clerks",Instruct parties about timing of court appearances.,7a3d3168-a1d5-4d7b-b32b-88ba6d476678,2025/4/26,Expert,4,1,5,1,2,True,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
18088,Health Informatics Specialists,"Design, develop, select, test, implement, and evaluate new or modified informatics solutions, data structures, and decision-support mechanisms to support patients, health care professionals, and their information management and human-computer and human-technology interactions within health care contexts.",2370145b-f4f7-46ea-8d3f-62ded48d67c6,2025/4/26,Expert,3,3,4,3,4,True,False,True,False,False,True,4,5,3,3,4,True,True,True,True,True,True,True,,
18094,Health Informatics Specialists,"Analyze and interpret patient, nursing, or information systems data to improve nursing services.",2370145b-f4f7-46ea-8d3f-62ded48d67c6,2025/4/26,Expert,4,4,3,3,4,True,False,True,False,True,True,4,4,5,4,5,True,False,True,True,True,True,True,,
18093,Health Informatics Specialists,"Develop, implement, or evaluate health information technology applications, tools, processes, or structures to assist nurses with data management.",2370145b-f4f7-46ea-8d3f-62ded48d67c6,2025/4/26,Expert,3,4,4,4,4,False,True,False,True,False,True,3,3,4,3,4,True,True,True,True,False,True,True,,
18101,Health Informatics Specialists,"Identify, collect, record, or analyze data relevant to the nursing care of patients.",2370145b-f4f7-46ea-8d3f-62ded48d67c6,2025/4/26,Expert,4,4,4,4,4,True,True,False,True,True,True,4,4,4,4,2,False,False,False,False,False,False,False,,FALSE
18092,Health Informatics Specialists,Use informatics science to design or implement health information technology applications for resolution of clinical or health care administrative problems.,2370145b-f4f7-46ea-8d3f-62ded48d67c6,2025/4/26,Expert,3,4,4,4,3,True,True,False,True,True,False,4,4,4,4,1,False,False,False,False,False,False,False,,FALSE
18103,Health Informatics Specialists,Provide consultation to nurses regarding hardware or software configuration.,2370145b-f4f7-46ea-8d3f-62ded48d67c6,2025/4/26,Average,1,3,3,3,2,False,False,False,False,False,False,4,4,3,4,1,False,False,False,False,False,False,False,FALSE,FALSE
18095,Health Informatics Specialists,"Analyze computer and information technologies to determine applicability to nursing practice, education, administration, and research.",2370145b-f4f7-46ea-8d3f-62ded48d67c6,2025/4/26,Average,1,4,2,4,3,False,False,False,False,False,False,4,3,4,3,1,False,False,False,False,False,False,False,FALSE,FALSE
23269,"Court, Municipal, and License Clerks",Record and edit the minutes of meetings and distribute to appropriate officials or staff members.,c4a3105f-a573-4a6f-833e-3bedf0e1ce8a,2025/4/26,Expert,3,1,4,4,3,True,False,True,False,False,False,2,2,2,2,3,True,True,True,False,False,False,False,,
23270,"Court, Municipal, and License Clerks","Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.",c4a3105f-a573-4a6f-833e-3bedf0e1ce8a,2025/4/26,Expert,3,2,4,4,3,True,False,True,False,False,True,5,5,4,3,4,True,True,True,True,True,True,True,,
23271,"Court, Municipal, and License Clerks",Issue public notification of all official activities or meetings.,c4a3105f-a573-4a6f-833e-3bedf0e1ce8a,2025/4/26,Expert,2,1,3,5,2,False,False,False,False,False,False,3,2,2,2,3,True,True,True,True,True,True,True,FALSE,
23272,"Court, Municipal, and License Clerks",Record and maintain all vital and fiscal records and accounts.,c4a3105f-a573-4a6f-833e-3bedf0e1ce8a,2025/4/26,Expert,3,3,3,4,3,True,False,True,False,False,True,3,3,3,3,3,True,True,True,True,True,True,True,,
23278,"Court, Municipal, and License Clerks","Record case dispositions, court orders, or arrangements made for payment of court fees.",c4a3105f-a573-4a6f-833e-3bedf0e1ce8a,2025/4/26,Expert,2,1,4,5,3,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
23273,"Court, Municipal, and License Clerks","Answer questions or provide advice to the public regarding licensing policies, procedures, or regulations.",c4a3105f-a573-4a6f-833e-3bedf0e1ce8a,2025/4/26,Novice,2,2,3,1,3,False,False,False,False,False,False,4,4,4,4,5,True,True,True,True,True,True,True,FALSE,
23274,"Court, Municipal, and License Clerks",Prepare meeting agendas or packets of related information.,c4a3105f-a573-4a6f-833e-3bedf0e1ce8a,2025/4/26,Expert,2,3,3,4,3,False,False,False,False,False,False,2,2,2,2,3,True,True,True,True,True,True,True,FALSE,
23288,"Court, Municipal, and License Clerks","Answer inquiries from the general public regarding judicial procedures, court appearances, trial dates, adjournments, outstanding warrants, summonses, subpoenas, witness fees, or payment of fines.",c4a3105f-a573-4a6f-833e-3bedf0e1ce8a,2025/4/26,Expert,2,3,3,5,3,False,False,False,False,False,False,3,3,3,3,3,True,True,True,True,True,True,True,FALSE,
23281,"Court, Municipal, and License Clerks",Prepare documents recording the outcomes of court proceedings.,c4a3105f-a573-4a6f-833e-3bedf0e1ce8a,2025/4/26,Expert,2,3,4,5,3,False,False,False,False,False,False,3,3,3,3,4,True,True,True,True,True,True,True,FALSE,
23270,"Court, Municipal, and License Clerks","Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.",7a3d3168-a1d5-4d7b-b32b-88ba6d476678,2025/4/26,Expert,3,1,5,1,3,True,False,False,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
23271,"Court, Municipal, and License Clerks",Issue public notification of all official activities or meetings.,7a3d3168-a1d5-4d7b-b32b-88ba6d476678,2025/4/26,Expert,4,1,3,1,2,True,True,False,False,False,False,1,3,1,3,3,False,False,True,False,True,False,False,,
23272,"Court, Municipal, and License Clerks",Record and maintain all vital and fiscal records and accounts.,7a3d3168-a1d5-4d7b-b32b-88ba6d476678,2025/4/26,Average,3,1,3,1,2,True,False,False,False,False,False,4,3,3,3,4,True,False,False,False,False,False,False,,
23278,"Court, Municipal, and License Clerks","Record case dispositions, court orders, or arrangements made for payment of court fees.",7a3d3168-a1d5-4d7b-b32b-88ba6d476678,2025/4/26,Expert,3,2,4,2,3,True,False,False,False,False,False,4,2,2,3,4,True,False,False,False,False,False,False,,
23273,"Court, Municipal, and License Clerks","Answer questions or provide advice to the public regarding licensing policies, procedures, or regulations.",7a3d3168-a1d5-4d7b-b32b-88ba6d476678,2025/4/26,Expert,2,3,5,2,2,False,False,False,False,False,False,1,3,4,4,4,False,True,True,False,False,False,False,FALSE,
23288,"Court, Municipal, and License Clerks","Answer inquiries from the general public regarding judicial procedures, court appearances, trial dates, adjournments, outstanding warrants, summonses, subpoenas, witness fees, or payment of fines.",7a3d3168-a1d5-4d7b-b32b-88ba6d476678,2025/4/26,Expert,2,3,5,2,3,False,False,False,False,False,False,2,3,2,3,4,False,False,True,False,True,False,True,FALSE,
23275,"Court, Municipal, and License Clerks","Prepare and issue orders of the court, such as probation orders, release documentation, sentencing information, or summonses.",7a3d3168-a1d5-4d7b-b32b-88ba6d476678,2025/4/26,Expert,2,3,5,2,3,False,False,False,False,False,False,3,4,3,4,4,False,True,True,True,True,False,False,FALSE,
23283,"Court, Municipal, and License Clerks","Perform general office duties, such as taking or transcribing dictation, typing or proofreading correspondence, distributing or filing official forms, or scheduling appointments.",7a3d3168-a1d5-4d7b-b32b-88ba6d476678,2025/4/26,Expert,2,4,5,2,3,False,False,False,False,False,False,1,3,3,3,3,False,True,True,False,False,False,False,FALSE,
23270,"Court, Municipal, and License Clerks","Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.",664e8457-48b5-4b6d-98c7-ddd9253b2b8d,2025/4/26,Average,3,5,4,3,3,True,True,True,False,False,True,2,4,3,5,3,False,False,True,True,True,True,True,,
23273,"Court, Municipal, and License Clerks","Answer questions or provide advice to the public regarding licensing policies, procedures, or regulations.",664e8457-48b5-4b6d-98c7-ddd9253b2b8d,2025/4/26,Average,3,2,4,2,3,False,True,True,False,False,False,2,3,5,4,4,False,False,True,True,True,True,True,,
23283,"Court, Municipal, and License Clerks","Perform general office duties, such as taking or transcribing dictation, typing or proofreading correspondence, distributing or filing official forms, or scheduling appointments.",664e8457-48b5-4b6d-98c7-ddd9253b2b8d,2025/4/26,Expert,5,3,5,1,1,True,True,False,False,False,False,2,2,1,1,2,False,False,False,False,False,False,False,,FALSE
2519,Payroll and Timekeeping Clerks,"Verify attendance, hours worked, and pay adjustments, and post information onto designated records.",5abac9fb-6c95-45ef-98a7-a7fad285f377,2025/4/26,Expert,3,2,4,1,4,True,True,False,True,False,False,3,2,5,4,3,False,True,True,False,True,False,True,,
2515,Payroll and Timekeeping Clerks,Process and issue employee paychecks and statements of earnings and deductions.,5abac9fb-6c95-45ef-98a7-a7fad285f377,2025/4/26,Expert,2,4,5,1,5,False,False,False,False,False,False,2,2,5,5,4,False,True,True,False,True,False,True,FALSE,
2516,Payroll and Timekeeping Clerks,"Compute wages and deductions, and enter data into computers.",5abac9fb-6c95-45ef-98a7-a7fad285f377,2025/4/26,Average,4,1,4,1,3,True,False,False,False,True,True,1,3,5,5,2,False,False,False,False,False,False,False,,FALSE
18562,Payroll and Timekeeping Clerks,Process paperwork for new employees and enter employee information into the payroll system.,5abac9fb-6c95-45ef-98a7-a7fad285f377,2025/4/26,Average,4,1,2,5,1,True,True,False,True,False,True,3,5,4,4,3,False,False,False,True,True,False,False,,
2528,Payroll and Timekeeping Clerks,"Prepare and balance period-end reports, and reconcile issued payrolls to bank statements.",5abac9fb-6c95-45ef-98a7-a7fad285f377,2025/4/26,Expert,1,4,5,4,5,False,False,False,False,False,False,1,1,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
2518,Payroll and Timekeeping Clerks,"Review time sheets, work charts, wage computation, and other information to detect and reconcile payroll discrepancies.",5abac9fb-6c95-45ef-98a7-a7fad285f377,2025/4/26,Expert,2,5,5,5,5,False,False,False,False,False,False,1,3,5,5,5,False,True,True,True,True,True,True,FALSE,
2521,Payroll and Timekeeping Clerks,Issue and record adjustments to pay related to previous errors or retroactive increases.,5abac9fb-6c95-45ef-98a7-a7fad285f377,2025/4/26,Expert,4,4,4,2,2,True,True,False,True,False,False,4,2,5,5,4,False,True,True,True,True,True,True,,
18564,Payroll and Timekeeping Clerks,Conduct verifications of employment.,5abac9fb-6c95-45ef-98a7-a7fad285f377,2025/4/26,Average,4,1,2,5,1,True,True,False,True,False,False,2,3,1,3,2,False,False,False,False,False,False,False,,FALSE
2487,"Bookkeeping, Accounting, and Auditing Clerks","Operate computers programmed with accounting software to record, store, and analyze information.",688c39ce-92a0-4ddb-8614-d9d3a630ec8a,2025/4/26,Average,5,3,4,3,5,True,True,True,True,True,True,4,4,4,4,4,False,False,False,True,False,False,False,,
2486,"Bookkeeping, Accounting, and Auditing Clerks","Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.",688c39ce-92a0-4ddb-8614-d9d3a630ec8a,2025/4/26,Average,5,4,4,5,5,True,True,True,True,True,True,4,4,4,4,2,False,False,False,False,False,False,False,,FALSE
2495,"Bookkeeping, Accounting, and Auditing Clerks","Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.",688c39ce-92a0-4ddb-8614-d9d3a630ec8a,2025/4/26,Average,2,2,4,4,4,False,False,False,False,False,False,4,4,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
2496,"Bookkeeping, Accounting, and Auditing Clerks",Reconcile or note and report discrepancies found in records.,688c39ce-92a0-4ddb-8614-d9d3a630ec8a,2025/4/26,Expert,4,4,4,4,4,True,True,True,True,True,True,4,4,4,4,1,False,False,False,False,False,False,False,,FALSE
2494,"Bookkeeping, Accounting, and Auditing Clerks",Access computerized financial information to answer general questions as well as those related to specific accounts.,688c39ce-92a0-4ddb-8614-d9d3a630ec8a,2025/4/26,Average,4,4,4,4,5,False,False,True,True,True,False,4,4,4,4,2,False,False,False,False,False,False,False,,FALSE
2490,"Bookkeeping, Accounting, and Auditing Clerks","Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.",688c39ce-92a0-4ddb-8614-d9d3a630ec8a,2025/4/26,Average,5,5,5,5,3,True,True,True,True,True,True,4,4,4,4,2,False,False,False,False,False,False,False,,FALSE
2509,"Bookkeeping, Accounting, and Auditing Clerks","Match order forms with invoices, and record the necessary information.",688c39ce-92a0-4ddb-8614-d9d3a630ec8a,2025/4/26,Average,4,4,4,4,3,True,True,True,True,True,True,4,4,4,4,2,False,False,False,False,False,False,False,,FALSE
18561,"Bookkeeping, Accounting, and Auditing Clerks",Prepare and process payroll information.,688c39ce-92a0-4ddb-8614-d9d3a630ec8a,2025/4/26,Average,5,5,5,5,5,False,False,False,False,False,False,4,4,4,4,3,False,True,False,False,False,False,False,,
2501,"Bookkeeping, Accounting, and Auditing Clerks","Calculate and prepare checks for utilities, taxes, and other payments.",688c39ce-92a0-4ddb-8614-d9d3a630ec8a,2025/4/26,Average,4,5,5,5,5,False,False,True,True,False,False,4,4,4,4,2,False,False,False,False,False,False,False,,FALSE
23270,"Court, Municipal, and License Clerks","Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.",15e87f9b-1b0e-4a49-b37c-a0a98b5023ed,2025/4/26,Expert,5,3,3,1,3,True,True,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
23273,"Court, Municipal, and License Clerks","Answer questions or provide advice to the public regarding licensing policies, procedures, or regulations.",15e87f9b-1b0e-4a49-b37c-a0a98b5023ed,2025/4/26,Average,2,1,2,1,2,False,False,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
23288,"Court, Municipal, and License Clerks","Answer inquiries from the general public regarding judicial procedures, court appearances, trial dates, adjournments, outstanding warrants, summonses, subpoenas, witness fees, or payment of fines.",15e87f9b-1b0e-4a49-b37c-a0a98b5023ed,2025/4/26,Expert,1,3,3,2,4,False,False,False,False,False,False,1,4,3,3,4,False,True,True,False,False,False,False,FALSE,
17254,Radiologists,"Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.",c1a980ab-c0ba-4389-9619-5e72b93b0289,2025/4/26,Expert,2,4,5,5,5,False,False,False,False,False,False,1,3,1,5,4,False,False,True,True,True,True,True,FALSE,
17239,Radiologists,Review or transmit images and information using picture archiving or communications systems.,c1a980ab-c0ba-4389-9619-5e72b93b0289,2025/4/26,Expert,3,3,5,5,5,True,True,False,False,False,True,1,1,1,2,3,False,False,True,False,True,True,False,,
17248,Radiologists,"Document the performance, interpretation, or outcomes of all procedures performed.",c1a980ab-c0ba-4389-9619-5e72b93b0289,2025/4/26,Expert,4,5,5,4,3,True,True,True,False,False,False,5,2,2,4,3,False,False,False,False,False,False,False,,
17234,Radiologists,Participate in continuing education activities to maintain and develop expertise.,c1a980ab-c0ba-4389-9619-5e72b93b0289,2025/4/26,Expert,2,2,2,3,3,False,False,False,False,False,False,5,2,3,5,3,False,False,False,False,False,False,False,FALSE,
17231,Radiologists,Participate in quality improvement activities including discussions of areas where risk of error is high.,c1a980ab-c0ba-4389-9619-5e72b93b0289,2025/4/26,Expert,4,5,5,4,3,True,True,False,True,True,False,5,4,4,4,5,False,False,False,False,False,False,False,,
23269,"Court, Municipal, and License Clerks",Record and edit the minutes of meetings and distribute to appropriate officials or staff members.,3610c6f3-d404-45d2-8ee6-d6f66b934cf1,2025/4/26,Average,4,3,1,1,1,False,False,False,False,False,False,2,1,1,1,1,False,False,False,False,False,False,False,It would help me to have more thorough notes  and allow me to be fully engaged in my meetings instead of worrying about getting all the information recorded. ,FALSE
23270,"Court, Municipal, and License Clerks","Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.",3610c6f3-d404-45d2-8ee6-d6f66b934cf1,2025/4/26,Average,1,1,1,1,1,False,False,False,False,False,False,1,5,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
23271,"Court, Municipal, and License Clerks",Issue public notification of all official activities or meetings.,3610c6f3-d404-45d2-8ee6-d6f66b934cf1,2025/4/26,Average,3,2,1,1,1,True,False,False,False,False,False,1,1,1,2,3,False,False,True,False,False,True,False,,
23274,"Court, Municipal, and License Clerks",Prepare meeting agendas or packets of related information.,3610c6f3-d404-45d2-8ee6-d6f66b934cf1,2025/4/26,Average,3,2,2,1,1,True,True,True,False,False,False,1,1,2,1,2,False,False,False,False,False,False,False,,FALSE
23283,"Court, Municipal, and License Clerks","Perform general office duties, such as taking or transcribing dictation, typing or proofreading correspondence, distributing or filing official forms, or scheduling appointments.",3610c6f3-d404-45d2-8ee6-d6f66b934cf1,2025/4/26,Average,2,3,3,2,2,False,False,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,FALSE,FALSE
3394,Budget Analysts,Analyze monthly department budgeting and accounting reports to maintain expenditure controls.,6ecb7e5e-191d-4ed2-b97f-ef694aaf46d6,2025/4/26,Expert,3,2,4,1,2,True,True,False,False,False,False,1,3,3,3,3,False,False,True,True,True,False,False,"Sometimes, without the tedious process, it is easy not to think about the necessity of costs, or to overlook things",
3401,Budget Analysts,Review operating budgets to analyze trends affecting budget needs.,6ecb7e5e-191d-4ed2-b97f-ef694aaf46d6,2025/4/26,Expert,3,2,3,2,3,True,True,False,False,False,True,1,3,3,3,3,False,False,True,True,True,True,False,,
18156,"Energy Engineers, Except Wind and Solar",Monitor and analyze energy consumption.,2d704494-d4da-470d-918e-86aecef19646,2025/4/27,Average,4,3,4,4,3,False,False,True,True,False,False,4,2,3,2,3,False,False,False,True,True,True,False,,
20858,"Energy Engineers, Except Wind and Solar",Verify energy bills and meter readings.,2d704494-d4da-470d-918e-86aecef19646,2025/4/27,Average,4,4,2,3,4,False,True,False,False,True,False,3,3,2,3,5,True,False,False,False,True,False,False,,
20861,"Energy Engineers, Except Wind and Solar",Prepare energy-related project reports or related documentation.,2d704494-d4da-470d-918e-86aecef19646,2025/4/27,Average,3,3,4,2,3,False,True,True,True,False,False,4,2,2,3,4,True,False,False,False,False,True,False,,
19648,"Energy Engineers, Except Wind and Solar",Write or install energy management routines for building automation systems.,2d704494-d4da-470d-918e-86aecef19646,2025/4/27,Average,3,4,3,4,4,False,False,False,False,True,True,3,4,2,4,5,False,False,False,True,False,True,False,,
18022,Regulatory Affairs Managers,"Direct the preparation and submission of regulatory agency applications, reports, or correspondence.",e9b3576e-d588-4ea2-881e-64bd63808a8b,2025/4/29,Average,3,3,3,3,3,False,True,True,False,False,False,2,3,2,2,2,False,False,False,False,False,False,False,,FALSE
18030,Regulatory Affairs Managers,"Maintain current knowledge of relevant regulations, including proposed and final rules.",e9b3576e-d588-4ea2-881e-64bd63808a8b,2025/4/29,Average,5,2,2,2,1,False,True,False,True,False,False,3,2,3,2,4,False,False,True,False,False,False,False,,
2495,"Bookkeeping, Accounting, and Auditing Clerks","Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.",b32f1ece-0b1b-4229-8542-9a5e73f046e1,2025/5/2,Expert,5,2,4,1,2,True,True,True,False,False,True,3,3,1,2,2,False,False,False,False,False,False,False,,FALSE
2494,"Bookkeeping, Accounting, and Auditing Clerks",Access computerized financial information to answer general questions as well as those related to specific accounts.,b32f1ece-0b1b-4229-8542-9a5e73f046e1,2025/5/2,Average,2,1,5,5,2,False,False,False,False,False,False,2,4,3,4,3,False,True,True,True,True,False,False,FALSE,
2509,"Bookkeeping, Accounting, and Auditing Clerks","Match order forms with invoices, and record the necessary information.",b32f1ece-0b1b-4229-8542-9a5e73f046e1,2025/5/2,Novice,3,1,2,1,3,True,True,True,True,False,True,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
2501,"Bookkeeping, Accounting, and Auditing Clerks","Calculate and prepare checks for utilities, taxes, and other payments.",b32f1ece-0b1b-4229-8542-9a5e73f046e1,2025/5/2,Average,5,2,4,2,1,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
2503,"Bookkeeping, Accounting, and Auditing Clerks",Reconcile records of bank transactions.,b32f1ece-0b1b-4229-8542-9a5e73f046e1,2025/5/2,Expert,5,1,4,1,3,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
7360,Tax Preparers,"Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum.",7461059b-2817-4c2b-a2a8-0ac3aeb8ef51,2025/5/3,Average,4,2,4,2,2,True,True,True,False,False,True,1,1,3,3,2,False,False,False,False,False,False,False,,FALSE
7359,Tax Preparers,Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.,7461059b-2817-4c2b-a2a8-0ac3aeb8ef51,2025/5/3,Average,5,1,4,1,1,True,True,True,False,False,True,1,2,1,4,2,False,False,False,False,False,False,False,,FALSE
20363,Tax Preparers,Answer questions and provide future tax planning to clients.,7461059b-2817-4c2b-a2a8-0ac3aeb8ef51,2025/5/3,Average,4,1,4,1,2,False,False,False,False,True,True,1,2,4,4,2,False,False,False,False,False,False,False,,FALSE
20861,"Energy Engineers, Except Wind and Solar",Prepare energy-related project reports or related documentation.,4517e7aa-bf21-42a3-8de9-a7a7301ce274,2025/5/3,Expert,2,3,3,2,4,False,False,False,False,False,False,2,4,3,4,3,True,False,True,True,True,True,True,FALSE,
19648,"Energy Engineers, Except Wind and Solar",Write or install energy management routines for building automation systems.,4517e7aa-bf21-42a3-8de9-a7a7301ce274,2025/5/3,Average,2,2,2,2,3,False,False,False,False,False,False,3,3,2,2,3,True,False,False,True,True,False,False,FALSE,
17242,Radiologists,Prepare comprehensive interpretive reports of findings.,6e74a145-9011-42e1-8e8d-558de287e4c4,2025/4/27,Expert,2,3,2,2,3,False,False,False,False,False,False,3,2,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
17254,Radiologists,"Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.",6e74a145-9011-42e1-8e8d-558de287e4c4,2025/4/27,Average,2,2,1,3,2,False,False,False,False,False,False,2,2,4,2,4,True,True,False,False,True,False,False,FALSE,
17231,Radiologists,Participate in quality improvement activities including discussions of areas where risk of error is high.,6e74a145-9011-42e1-8e8d-558de287e4c4,2025/4/27,Expert,2,2,2,2,2,False,False,False,False,False,False,2,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20846,Cost Estimators,Collect historical cost data to estimate costs for current or future products.,1217c346-b073-41ec-95d3-521dad745cdb,2025/4/27,Expert,2,1,2,1,4,False,False,False,False,False,False,2,1,3,1,2,False,False,False,False,False,False,False,FALSE,FALSE
84,Cost Estimators,"Prepare estimates used by management for purposes such as planning, organizing, and scheduling work.",1217c346-b073-41ec-95d3-521dad745cdb,2025/4/27,Average,4,1,1,1,2,True,True,True,True,False,False,1,3,3,3,3,False,True,False,False,True,False,False,,
80,Cost Estimators,"Analyze blueprints and other documentation to prepare time, cost, materials, and labor estimates.",1217c346-b073-41ec-95d3-521dad745cdb,2025/4/27,Expert,3,3,3,4,3,True,False,False,False,True,False,1,4,1,4,4,False,True,True,False,True,False,False,,
23269,"Court, Municipal, and License Clerks",Record and edit the minutes of meetings and distribute to appropriate officials or staff members.,b4e154af-0ee5-40d1-b82e-295747d22101,2025/4/27,Average,2,2,4,1,4,False,False,False,False,False,False,2,4,1,1,2,False,False,False,False,False,False,False,FALSE,FALSE
23272,"Court, Municipal, and License Clerks",Record and maintain all vital and fiscal records and accounts.,b4e154af-0ee5-40d1-b82e-295747d22101,2025/4/27,Average,2,1,2,1,3,False,False,False,False,False,False,2,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
23288,"Court, Municipal, and License Clerks","Answer inquiries from the general public regarding judicial procedures, court appearances, trial dates, adjournments, outstanding warrants, summonses, subpoenas, witness fees, or payment of fines.",b4e154af-0ee5-40d1-b82e-295747d22101,2025/4/27,Average,2,2,4,1,2,False,False,False,False,False,False,2,3,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
23275,"Court, Municipal, and License Clerks","Prepare and issue orders of the court, such as probation orders, release documentation, sentencing information, or summonses.",b4e154af-0ee5-40d1-b82e-295747d22101,2025/4/27,Average,2,2,4,2,3,False,False,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
23290,"Court, Municipal, and License Clerks",Instruct parties about timing of court appearances.,b4e154af-0ee5-40d1-b82e-295747d22101,2025/4/27,Expert,4,2,2,1,3,True,True,False,True,False,False,2,4,2,2,1,False,False,False,False,False,False,False,,FALSE
16795,Bioinformatics Scientists,"Analyze large molecular datasets, such as raw microarray data, genomic sequence data, or proteomics data, for clinical or basic research purposes.",0699451d-31d5-4263-b5ca-2e3aaae693a4,2025/4/29,Novice,5,1,1,4,1,True,False,True,False,True,True,1,1,3,4,2,False,False,False,False,False,False,False,,FALSE
16793,Bioinformatics Scientists,"Manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.",0699451d-31d5-4263-b5ca-2e3aaae693a4,2025/4/29,Novice,5,1,1,1,1,True,False,True,False,False,True,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
17239,Radiologists,Review or transmit images and information using picture archiving or communications systems.,104588aa-482f-4a75-96d2-36714fb8314b,2025/4/29,Novice,5,1,2,3,4,True,True,True,True,False,False,1,2,3,1,4,False,True,True,True,True,False,False,,
17234,Radiologists,Participate in continuing education activities to maintain and develop expertise.,104588aa-482f-4a75-96d2-36714fb8314b,2025/4/29,Average,2,2,4,1,5,False,False,False,False,False,False,2,5,5,5,1,False,False,False,False,False,False,False,FALSE,FALSE
18156,"Energy Engineers, Except Wind and Solar",Monitor and analyze energy consumption.,1e9b755c-0f10-498a-bfa2-baf809fe7d70,2025/4/29,Expert,5,2,3,1,1,True,True,True,False,False,True,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
87,Cost Estimators,Prepare cost and expenditure statements and other necessary documentation at regular intervals for the duration of the project.,1217c346-b073-41ec-95d3-521dad745cdb,2025/4/27,Average,4,2,2,2,1,True,True,False,True,False,False,1,3,2,5,2,False,False,False,False,False,False,False,,FALSE
23270,"Court, Municipal, and License Clerks","Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.",b4e154af-0ee5-40d1-b82e-295747d22101,2025/4/27,Expert,3,4,5,1,4,False,True,False,True,False,False,3,5,4,5,3,False,False,False,True,False,False,False,,
23273,"Court, Municipal, and License Clerks","Answer questions or provide advice to the public regarding licensing policies, procedures, or regulations.",b4e154af-0ee5-40d1-b82e-295747d22101,2025/4/27,Expert,2,3,4,1,3,False,False,False,False,False,False,3,4,4,4,3,False,False,False,True,False,False,False,FALSE,
23281,"Court, Municipal, and License Clerks",Prepare documents recording the outcomes of court proceedings.,b4e154af-0ee5-40d1-b82e-295747d22101,2025/4/27,Expert,2,4,5,1,3,False,False,False,False,False,False,2,2,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
23283,"Court, Municipal, and License Clerks","Perform general office duties, such as taking or transcribing dictation, typing or proofreading correspondence, distributing or filing official forms, or scheduling appointments.",b4e154af-0ee5-40d1-b82e-295747d22101,2025/4/27,Average,2,2,3,1,2,False,False,False,False,False,False,2,2,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
16791,Bioinformatics Scientists,"Compile data for use in activities, such as gene expression profiling, genome annotation, or structural bioinformatics.",0699451d-31d5-4263-b5ca-2e3aaae693a4,2025/4/29,Novice,5,1,1,1,1,True,False,True,False,True,False,1,1,2,4,2,False,False,False,False,False,False,False,,FALSE
17248,Radiologists,"Document the performance, interpretation, or outcomes of all procedures performed.",104588aa-482f-4a75-96d2-36714fb8314b,2025/4/29,Expert,5,4,5,2,1,True,True,True,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
17231,Radiologists,Participate in quality improvement activities including discussions of areas where risk of error is high.,104588aa-482f-4a75-96d2-36714fb8314b,2025/4/29,Average,5,3,4,2,1,False,True,True,True,True,False,3,5,2,3,2,False,False,False,False,False,False,False,,FALSE
1318,Network and Computer Systems Administrators,"Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.",c8cd6dc3-4055-4038-aefd-95682a074fa7,2025/4/30,Expert,2,4,5,1,5,False,False,False,False,False,False,4,5,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
15206,Network and Computer Systems Administrators,"Configure, monitor, and maintain email applications or virus protection software.",c8cd6dc3-4055-4038-aefd-95682a074fa7,2025/4/30,Expert,2,4,5,1,4,False,False,False,False,False,False,1,1,2,5,1,False,False,False,False,False,False,False,FALSE,FALSE
1325,Network and Computer Systems Administrators,Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future.,c8cd6dc3-4055-4038-aefd-95682a074fa7,2025/4/30,Average,3,1,1,1,2,True,True,False,False,False,True,1,1,3,4,2,False,False,False,False,False,False,False,,FALSE
16973,Quality Control Analysts,Investigate or report questionable test results.,990982d4-8632-417e-9b50-08a03aed3990,2025/5/4,Expert,3,4,4,4,4,True,True,False,True,False,False,4,4,3,2,3,False,False,False,False,True,True,False,,
1317,Network and Computer Systems Administrators,Perform data backups and disaster recovery operations.,c8cd6dc3-4055-4038-aefd-95682a074fa7,2025/4/30,Expert,3,4,5,1,3,True,True,False,False,False,True,1,3,2,5,3,False,True,True,True,True,True,False,,
1320,Network and Computer Systems Administrators,Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use.,c8cd6dc3-4055-4038-aefd-95682a074fa7,2025/4/30,Expert,1,1,2,1,2,False,False,False,False,False,False,1,1,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
1319,Network and Computer Systems Administrators,"Plan, coordinate, and implement network security measures to protect data, software, and hardware.",c8cd6dc3-4055-4038-aefd-95682a074fa7,2025/4/30,Expert,1,3,3,1,2,False,False,False,False,False,False,1,2,3,5,5,False,True,True,False,True,True,True,FALSE,
1323,Network and Computer Systems Administrators,"Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.",c8cd6dc3-4055-4038-aefd-95682a074fa7,2025/4/30,Novice,1,2,2,1,2,False,False,False,False,False,False,3,4,3,2,4,True,True,False,True,True,True,False,FALSE,
1321,Network and Computer Systems Administrators,"Perform routine network startup and shutdown procedures, and maintain control records.",c8cd6dc3-4055-4038-aefd-95682a074fa7,2025/4/30,Expert,3,1,2,2,2,True,True,False,False,False,True,1,2,1,3,2,False,False,False,False,False,False,False,,FALSE
14640,Software Quality Assurance Analysts and Testers,"Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.",0ce39a58-e630-4732-80b0-8ade15d663e7,2025/5/2,Average,4,3,2,2,3,True,True,True,False,False,True,2,2,3,3,2,False,False,False,False,False,False,False,,FALSE
14653,Software Quality Assurance Analysts and Testers,Provide feedback and recommendations to developers on software usability and functionality.,0ce39a58-e630-4732-80b0-8ade15d663e7,2025/5/2,Average,4,2,3,2,3,True,False,False,False,True,True,3,4,3,4,2,False,False,False,False,False,False,False,,FALSE
14643,Software Quality Assurance Analysts and Testers,Monitor bug resolution efforts and track successes.,0ce39a58-e630-4732-80b0-8ade15d663e7,2025/5/2,Novice,4,3,3,3,3,True,False,True,False,True,True,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
18935,Credit Counselors,Calculate clients' available monthly income to meet debt obligations.,1e0ef2a3-27e0-4dca-a751-dc0ae4ba7267,2025/4/27,Expert,2,4,4,4,4,False,False,False,False,False,False,4,4,4,3,2,False,False,False,False,False,False,False,FALSE,FALSE
7360,Tax Preparers,"Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum.",81f89df0-17cb-423f-aff9-acc46e8a197c,2025/4/27,Expert,5,3,4,1,4,True,False,False,False,False,False,5,4,4,4,5,False,False,False,False,False,False,True,,
7358,Tax Preparers,"Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables.",81f89df0-17cb-423f-aff9-acc46e8a197c,2025/4/27,Expert,5,4,5,1,2,True,False,False,False,False,False,2,2,3,1,3,False,False,False,False,False,True,False,,
7359,Tax Preparers,Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.,81f89df0-17cb-423f-aff9-acc46e8a197c,2025/4/27,Expert,5,3,5,1,3,False,True,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
20363,Tax Preparers,Answer questions and provide future tax planning to clients.,81f89df0-17cb-423f-aff9-acc46e8a197c,2025/4/27,Expert,5,3,5,1,4,False,False,True,False,False,False,3,2,3,4,4,False,True,False,False,False,False,False,,
1329,Network and Computer Systems Administrators,Analyze equipment performance records to determine the need for repair or replacement.,c8cd6dc3-4055-4038-aefd-95682a074fa7,2025/4/30,Expert,1,2,3,1,3,False,False,False,False,False,False,4,3,2,1,4,True,False,False,False,False,False,False,FALSE,
1322,Network and Computer Systems Administrators,"Design, configure, and test computer hardware, networking software and operating system software.",c8cd6dc3-4055-4038-aefd-95682a074fa7,2025/4/30,Expert,3,2,2,1,3,True,True,False,False,False,True,1,2,1,4,2,False,False,False,False,False,False,False,,FALSE
14641,Software Quality Assurance Analysts and Testers,"Document software defects, using a bug tracking system, and report defects to software developers.",0ce39a58-e630-4732-80b0-8ade15d663e7,2025/5/2,Average,3,4,4,3,4,True,False,True,False,False,True,3,4,3,3,3,True,True,True,True,True,True,False,,
14638,Software Quality Assurance Analysts and Testers,"Design test plans, scenarios, scripts, or procedures.",0ce39a58-e630-4732-80b0-8ade15d663e7,2025/5/2,Novice,4,3,4,3,2,True,True,True,False,True,True,2,2,4,4,2,False,False,False,False,False,False,False,,FALSE
14649,Software Quality Assurance Analysts and Testers,"Develop or specify standards, methods, or procedures to determine product quality or release readiness.",0ce39a58-e630-4732-80b0-8ade15d663e7,2025/5/2,Average,4,2,3,2,2,True,False,True,False,True,True,3,4,3,4,2,False,False,False,False,False,False,False,,FALSE
14647,Software Quality Assurance Analysts and Testers,"Review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.",0ce39a58-e630-4732-80b0-8ade15d663e7,2025/5/2,Novice,4,2,4,2,2,True,True,True,True,True,True,3,3,3,4,2,False,False,False,False,False,False,False,,FALSE
19002,Computer Network Support Specialists,Troubleshoot network or connectivity problems for users or user groups.,8857be73-0387-4204-b641-a7f9ee50f032,2025/5/2,Average,2,4,5,3,4,False,False,False,False,False,False,2,4,3,4,4,False,False,True,True,True,True,False,FALSE,
19003,Computer Network Support Specialists,Analyze and report computer network security breaches or attempted breaches.,8857be73-0387-4204-b641-a7f9ee50f032,2025/5/2,Average,2,2,5,4,4,False,False,False,False,False,False,1,3,5,5,4,False,True,True,False,True,True,False,FALSE,
7362,Tax Preparers,"Review financial records, such as income statements and documentation of expenditures to determine forms needed to prepare tax returns.",7461059b-2817-4c2b-a2a8-0ac3aeb8ef51,2025/5/3,Average,4,2,4,1,1,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
7364,Tax Preparers,Consult tax law handbooks or bulletins to determine procedures for preparation of atypical returns.,7461059b-2817-4c2b-a2a8-0ac3aeb8ef51,2025/5/3,Novice,4,1,3,2,1,False,False,False,True,True,False,1,2,4,4,2,False,False,False,False,False,False,False,,FALSE
21165,Tax Preparers,Schedule appointments with clients.,7461059b-2817-4c2b-a2a8-0ac3aeb8ef51,2025/5/3,Expert,5,1,1,1,1,True,False,False,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
1411,Mechanical Engineers,"Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.",9f2b02ce-8bf2-428d-a8f5-f408d5811e7a,2025/5/3,Expert,2,2,5,4,4,False,False,False,False,False,False,5,4,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
7362,Tax Preparers,"Review financial records, such as income statements and documentation of expenditures to determine forms needed to prepare tax returns.",81f89df0-17cb-423f-aff9-acc46e8a197c,2025/4/27,Expert,5,2,5,1,4,True,False,False,False,False,False,1,2,2,3,3,False,False,True,False,False,False,False,,
7364,Tax Preparers,Consult tax law handbooks or bulletins to determine procedures for preparation of atypical returns.,81f89df0-17cb-423f-aff9-acc46e8a197c,2025/4/27,Expert,5,1,5,1,2,True,False,False,True,False,False,1,2,2,2,5,False,False,True,False,False,False,False,,
21165,Tax Preparers,Schedule appointments with clients.,81f89df0-17cb-423f-aff9-acc46e8a197c,2025/4/27,Expert,5,1,1,1,1,True,False,False,False,False,False,1,2,1,1,2,False,False,False,False,False,False,False,,FALSE
1318,Network and Computer Systems Administrators,"Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.",ac47fbf0-25d5-47ed-9921-3a7ba5163867,2025/4/30,Expert,4,3,4,3,4,True,True,True,False,False,True,3,4,3,4,3,True,True,True,True,True,True,True,,
15206,Network and Computer Systems Administrators,"Configure, monitor, and maintain email applications or virus protection software.",ac47fbf0-25d5-47ed-9921-3a7ba5163867,2025/4/30,Expert,4,2,3,2,3,True,False,True,False,False,True,3,2,2,3,3,True,False,True,False,True,False,True,,
1325,Network and Computer Systems Administrators,Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future.,ac47fbf0-25d5-47ed-9921-3a7ba5163867,2025/4/30,Expert,4,2,3,1,3,True,False,True,False,False,True,3,3,4,4,3,True,True,True,False,True,True,True,,
1329,Network and Computer Systems Administrators,Analyze equipment performance records to determine the need for repair or replacement.,ac47fbf0-25d5-47ed-9921-3a7ba5163867,2025/4/30,Expert,4,2,5,1,5,True,False,False,False,False,True,3,3,4,4,3,True,True,True,False,True,True,True,,
1322,Network and Computer Systems Administrators,"Design, configure, and test computer hardware, networking software and operating system software.",ac47fbf0-25d5-47ed-9921-3a7ba5163867,2025/4/30,Expert,4,3,4,1,4,True,False,True,False,False,True,3,3,4,4,3,True,True,True,False,True,True,True,,
15456,Biofuels Production Managers,"Review logs, datasheets, or reports to ensure adequate production levels or to identify abnormalities with biofuels production equipment or processes.",2cf71908-15b2-455a-afff-5e03caa37c66,2025/4/28,Expert,1,2,3,2,4,False,False,False,False,False,False,4,4,2,4,5,True,True,True,False,True,True,False,FALSE,
15458,Biofuels Production Managers,"Monitor meters, flow gauges, or other real-time data to ensure proper operation of biofuels production equipment, implementing corrective measures as needed.",2cf71908-15b2-455a-afff-5e03caa37c66,2025/4/28,Expert,3,2,3,1,2,True,True,False,False,False,True,3,2,3,2,2,False,False,False,False,False,False,False,,FALSE
20854,"Energy Engineers, Except Wind and Solar",Identify and recommend energy savings strategies to achieve more energy-efficient operation.,6be27697-3fef-4cc3-9862-84c2723d0f60,2025/4/28,Novice,3,3,3,2,2,True,False,True,True,False,False,3,2,2,3,3,True,True,False,False,False,True,False,,
20861,"Energy Engineers, Except Wind and Solar",Prepare energy-related project reports or related documentation.,6be27697-3fef-4cc3-9862-84c2723d0f60,2025/4/28,Average,4,1,2,1,2,True,True,True,True,True,False,2,2,2,3,3,False,True,False,False,False,False,False,,
19648,"Energy Engineers, Except Wind and Solar",Write or install energy management routines for building automation systems.,6be27697-3fef-4cc3-9862-84c2723d0f60,2025/4/28,Expert,2,3,2,2,1,False,False,False,False,False,False,2,2,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
15430,Quality Control Systems Managers,Monitor performance of quality control systems to ensure effectiveness and efficiency.,26fec61b-ae73-4ba4-bdd1-0b14f71c629e,2025/4/28,Expert,5,3,4,1,3,True,False,True,True,False,True,2,2,4,4,4,True,True,False,True,False,True,False,,
15424,Quality Control Systems Managers,"Direct the tracking of defects, test results, or other regularly reported quality control data.",26fec61b-ae73-4ba4-bdd1-0b14f71c629e,2025/4/28,Expert,5,2,4,1,2,True,False,True,False,False,True,1,2,3,3,3,False,False,True,False,False,False,False,,
15416,Quality Control Systems Managers,"Produce reports regarding nonconformance of products or processes, daily production quality, root cause analyses, or quality trends.",26fec61b-ae73-4ba4-bdd1-0b14f71c629e,2025/4/28,Expert,5,2,4,1,3,True,False,True,True,False,True,2,2,3,4,3,False,True,True,True,False,False,False,,
22626,"News Analysts, Reporters, and Journalists",Analyze and interpret news and information received from various sources to broadcast the information.,0e116f2e-5a47-420c-baac-5ae2108b3860,2025/4/28,Expert,3,1,5,1,4,True,False,False,False,False,True,1,3,1,3,2,False,False,False,False,False,False,False,,FALSE
22642,"News Analysts, Reporters, and Journalists","Check reference materials, such as books, news files, or public records, to obtain relevant facts.",0e116f2e-5a47-420c-baac-5ae2108b3860,2025/4/28,Expert,5,1,3,1,1,True,True,True,False,False,True,1,3,1,3,1,False,False,False,False,False,False,False,,FALSE
22631,"News Analysts, Reporters, and Journalists","Select material most pertinent to presentation, and organize this material into appropriate formats.",0e116f2e-5a47-420c-baac-5ae2108b3860,2025/4/28,Expert,3,2,4,1,3,False,False,False,False,False,True,1,3,1,3,3,False,True,True,True,True,True,True,,
17254,Radiologists,"Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.",9561aa5d-abee-4a0c-944d-c6344ccbc628,2025/4/28,Average,2,3,4,3,4,False,False,False,False,False,False,2,3,3,3,3,True,False,True,False,True,False,False,FALSE,
17239,Radiologists,Review or transmit images and information using picture archiving or communications systems.,9561aa5d-abee-4a0c-944d-c6344ccbc628,2025/4/28,Expert,2,3,3,4,4,False,False,False,False,False,False,3,3,4,4,4,False,False,True,True,False,False,False,FALSE,
17248,Radiologists,"Document the performance, interpretation, or outcomes of all procedures performed.",9561aa5d-abee-4a0c-944d-c6344ccbc628,2025/4/28,Expert,4,3,4,4,4,True,False,False,True,False,False,3,5,4,4,3,False,False,True,False,False,True,False,,
17249,Radiologists,Develop or monitor procedures to ensure adequate quality control of images.,9561aa5d-abee-4a0c-944d-c6344ccbc628,2025/4/28,Expert,3,4,3,4,4,False,True,False,True,False,False,4,5,5,4,4,False,True,True,False,True,False,False,,
17234,Radiologists,Participate in continuing education activities to maintain and develop expertise.,9561aa5d-abee-4a0c-944d-c6344ccbc628,2025/4/28,Expert,4,3,4,4,5,False,False,True,False,True,True,4,5,5,4,4,False,False,False,False,True,True,False,,
17231,Radiologists,Participate in quality improvement activities including discussions of areas where risk of error is high.,9561aa5d-abee-4a0c-944d-c6344ccbc628,2025/4/28,Expert,4,4,5,5,4,True,False,True,True,False,False,4,4,5,5,4,False,False,False,False,False,False,False,,
3409,Loan Officers,"Analyze applicants' financial status, credit, and property evaluations to determine feasibility of granting loans.",3fcf1a0f-0792-4464-820c-f3a6abc96027,2025/4/28,Average,4,4,4,4,4,False,True,False,False,False,False,4,4,4,4,3,False,False,True,False,False,False,False,,
3407,Loan Officers,"Approve loans within specified limits, and refer loan applications outside those limits to management for approval.",3fcf1a0f-0792-4464-820c-f3a6abc96027,2025/4/28,Average,4,4,4,4,4,False,True,False,False,False,False,4,3,4,4,3,False,True,False,False,False,False,False,,
3416,Loan Officers,Submit applications to credit analysts for verification and recommendation.,3fcf1a0f-0792-4464-820c-f3a6abc96027,2025/4/28,Average,4,4,4,4,4,False,False,True,False,False,False,4,4,4,4,4,False,False,True,False,False,False,False,,
3414,Loan Officers,Compute payment schedules.,d8135b10-c1ca-463d-8cbd-f0ffeb23e8ef,2025/4/28,Expert,3,5,4,4,4,False,False,False,False,True,False,4,4,4,4,4,True,False,False,False,False,False,False,,
3415,Loan Officers,Stay abreast of new types of loans and other financial services and products to better meet customers' needs.,d8135b10-c1ca-463d-8cbd-f0ffeb23e8ef,2025/4/28,Expert,1,4,4,5,4,False,False,False,False,False,False,4,4,4,4,1,False,False,False,False,False,False,False,FALSE,FALSE
3412,Loan Officers,Review and update credit and loan files.,d8135b10-c1ca-463d-8cbd-f0ffeb23e8ef,2025/4/28,Expert,4,5,4,4,4,True,False,False,False,False,False,4,4,4,4,3,True,False,False,False,False,False,False,,
284,Art Directors,"Formulate basic layout design or presentation approach and specify material details, such as style and size of type, photographs, graphics, animation, video, and sound.",a8b7c679-175d-447d-9e10-3bc901a08b48,2025/4/28,Expert,4,5,5,4,4,False,False,False,True,False,False,4,4,4,4,4,False,False,False,True,False,False,False,,
286,Art Directors,"Manage own accounts and projects, working within budget and scheduling requirements.",a8b7c679-175d-447d-9e10-3bc901a08b48,2025/4/28,Average,4,4,4,4,4,False,False,False,True,False,False,4,5,4,5,4,False,False,False,False,True,False,False,,
288,Art Directors,Present final layouts to clients for approval.,a8b7c679-175d-447d-9e10-3bc901a08b48,2025/4/28,Average,4,5,4,4,4,False,False,False,False,True,False,4,4,4,5,5,False,False,False,True,False,False,False,,
285,Art Directors,"Review and approve art materials, copy materials, and proofs of printed copy developed by staff members.",a8b7c679-175d-447d-9e10-3bc901a08b48,2025/4/28,Expert,4,5,5,4,4,False,False,True,False,False,False,4,4,4,4,4,False,False,False,False,False,False,False,,
294,Art Directors,Create custom illustrations or other graphic elements.,a8b7c679-175d-447d-9e10-3bc901a08b48,2025/4/28,Expert,5,5,4,4,4,False,False,False,False,False,False,4,5,4,4,5,False,False,False,False,True,False,False,,
1411,Mechanical Engineers,"Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.",de14baec-6ef0-4ae9-88b4-c4c86a018154,2025/4/28,Novice,5,1,5,1,5,True,False,False,False,False,False,5,5,5,5,5,True,True,True,True,True,True,True,,
20735,Mechanical Engineers,"Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.",de14baec-6ef0-4ae9-88b4-c4c86a018154,2025/4/28,Novice,5,1,1,1,3,True,False,False,False,False,False,5,5,5,5,5,False,False,False,False,False,False,False,,
22409,Librarians and Media Collections Specialists,"Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.",98d31016-9a09-4e2c-9af8-012cb451fa3d,2025/4/28,Expert,1,1,3,3,4,False,False,False,False,False,False,1,3,2,4,4,False,False,True,False,True,True,False,FALSE,
22411,Librarians and Media Collections Specialists,"Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions.",98d31016-9a09-4e2c-9af8-012cb451fa3d,2025/4/28,Expert,2,2,3,3,4,False,False,False,False,False,False,1,5,2,4,4,False,False,True,True,False,True,False,FALSE,
22410,Librarians and Media Collections Specialists,"Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors.",98d31016-9a09-4e2c-9af8-012cb451fa3d,2025/4/28,Expert,4,1,2,1,2,True,True,True,False,False,True,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
22416,Librarians and Media Collections Specialists,"Code, classify, and catalog books, publications, films, audio-visual aids, and other library materials, based on subject matter or standard library classification systems.",98d31016-9a09-4e2c-9af8-012cb451fa3d,2025/4/28,Expert,3,1,3,2,3,True,False,True,False,False,True,2,1,2,3,3,False,False,True,False,True,True,False,,
22420,Librarians and Media Collections Specialists,Locate unusual or unique information in response to specific requests.,98d31016-9a09-4e2c-9af8-012cb451fa3d,2025/4/28,Expert,3,1,4,3,4,False,False,False,False,True,False,1,2,3,4,3,False,False,True,True,False,True,False,,
22427,Librarians and Media Collections Specialists,"Compile lists of books, periodicals, articles, and audio-visual materials on particular subjects.",98d31016-9a09-4e2c-9af8-012cb451fa3d,2025/4/28,Expert,2,1,4,3,4,False,False,False,False,False,False,1,3,2,5,2,False,False,False,False,False,False,False,FALSE,FALSE
22635,"News Analysts, Reporters, and Journalists",Revise work to meet editorial approval or to fit time or space requirements.,a189ad18-7e4e-4c28-a3de-4c389500618b,2025/4/29,Novice,2,2,2,1,4,False,False,False,False,False,False,2,1,3,3,3,True,True,False,False,True,False,True,FALSE,
1317,Network and Computer Systems Administrators,Perform data backups and disaster recovery operations.,ac47fbf0-25d5-47ed-9921-3a7ba5163867,2025/4/30,Average,4,1,2,1,2,False,True,False,True,True,False,4,3,5,5,3,True,True,True,False,True,True,True,,
1320,Network and Computer Systems Administrators,Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use.,ac47fbf0-25d5-47ed-9921-3a7ba5163867,2025/4/30,Expert,5,2,3,2,3,True,True,True,True,True,True,3,3,4,5,2,False,False,False,False,False,False,False,,FALSE
1319,Network and Computer Systems Administrators,"Plan, coordinate, and implement network security measures to protect data, software, and hardware.",ac47fbf0-25d5-47ed-9921-3a7ba5163867,2025/4/30,Expert,4,3,4,2,3,True,True,True,True,True,True,3,3,3,4,3,True,True,True,True,True,True,True,,
1323,Network and Computer Systems Administrators,"Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.",ac47fbf0-25d5-47ed-9921-3a7ba5163867,2025/4/30,Expert,5,3,5,2,3,True,True,False,True,True,True,2,3,5,5,4,True,True,True,True,True,True,True,,
1321,Network and Computer Systems Administrators,"Perform routine network startup and shutdown procedures, and maintain control records.",ac47fbf0-25d5-47ed-9921-3a7ba5163867,2025/4/30,Average,5,1,4,1,2,True,True,False,True,True,False,3,2,4,5,4,True,True,True,True,True,True,True,,
19010,Computer Network Support Specialists,Provide telephone support related to networking or connectivity issues.,8857be73-0387-4204-b641-a7f9ee50f032,2025/5/2,Average,4,3,4,2,3,True,True,True,False,False,True,1,5,2,3,3,False,False,False,True,True,True,False,,
3226,Advertising and Promotions Managers,"Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to specifications.",88698d89-a26c-4914-8b0b-b6b480145372,2025/5/3,Average,4,2,2,3,2,True,True,False,False,False,True,5,5,4,5,3,True,True,True,True,False,True,True,,
3223,Advertising and Promotions Managers,Prepare budgets and submit estimates for program costs as part of campaign plan development.,88698d89-a26c-4914-8b0b-b6b480145372,2025/5/3,Expert,1,1,2,1,4,False,False,False,False,False,False,3,1,1,1,4,True,True,False,True,False,False,False,FALSE,
3233,Advertising and Promotions Managers,Monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.,88698d89-a26c-4914-8b0b-b6b480145372,2025/5/3,Average,4,1,1,3,1,False,True,False,True,False,False,5,5,4,5,3,False,False,False,False,True,True,False,,
22417,Librarians and Media Collections Specialists,"Respond to customer complaints, taking action as necessary.",98d31016-9a09-4e2c-9af8-012cb451fa3d,2025/4/28,Expert,5,1,3,3,2,False,False,False,False,False,False,1,5,4,4,4,False,False,False,True,False,True,True,"If AI could deal with customer complaints, then I could spend more time with happy customers. Let the unhappy people yell at AI.",
22425,Librarians and Media Collections Specialists,"Develop, maintain, and troubleshoot information access aids, such as databases, annotated bibliographies, Web pages, electronic pathfinders, software programs, and online tutorials.",98d31016-9a09-4e2c-9af8-012cb451fa3d,2025/4/28,Expert,3,1,4,3,3,False,False,True,False,False,True,1,3,3,4,4,False,False,True,True,False,False,False,,
22430,Librarians and Media Collections Specialists,Arrange for interlibrary loans of materials not available in a particular library.,98d31016-9a09-4e2c-9af8-012cb451fa3d,2025/4/28,Expert,3,1,3,4,3,True,False,True,False,False,True,1,4,2,3,3,False,False,True,True,False,False,False,,
775,Medical Secretaries and Administrative Assistants,"Schedule and confirm patient diagnostic appointments, surgeries, or medical consultations.",551b3183-47d5-4517-80a8-0285a4d72738,2025/4/28,Expert,4,1,5,2,3,True,False,False,False,False,False,5,4,2,3,4,True,False,True,False,False,False,False,,
783,Medical Secretaries and Administrative Assistants,"Transmit correspondence or medical records by mail, e-mail, or fax.",551b3183-47d5-4517-80a8-0285a4d72738,2025/4/28,Novice,4,1,3,4,2,False,False,False,False,True,False,5,5,4,4,5,True,True,True,True,True,True,True,,
778,Medical Secretaries and Administrative Assistants,"Receive and route messages or documents, such as laboratory results, to appropriate staff.",551b3183-47d5-4517-80a8-0285a4d72738,2025/4/28,Novice,3,1,2,4,3,False,False,False,True,False,False,3,3,4,5,5,True,True,True,False,False,False,True,,
782,Medical Secretaries and Administrative Assistants,"Operate office equipment, such as voice mail messaging systems, and use word processing, spreadsheet, or other software applications to prepare reports, invoices, financial statements, letters, case histories, or medical records.",551b3183-47d5-4517-80a8-0285a4d72738,2025/4/28,Expert,3,4,3,4,2,True,True,False,False,False,False,4,4,2,5,4,True,False,True,False,False,False,False,,
784,Medical Secretaries and Administrative Assistants,"Perform various clerical or administrative functions, such as ordering and maintaining an inventory of supplies.",551b3183-47d5-4517-80a8-0285a4d72738,2025/4/28,Novice,3,4,5,5,3,True,True,False,False,False,False,3,5,4,5,5,True,True,False,False,True,True,True,,
786,Medical Secretaries and Administrative Assistants,Transcribe recorded messages or practitioners' diagnoses or recommendations into patients' medical records.,551b3183-47d5-4517-80a8-0285a4d72738,2025/4/28,Expert,4,4,4,3,3,True,False,False,False,False,False,4,5,2,4,4,True,False,True,True,False,True,True,,
20438,Medical Secretaries and Administrative Assistants,"Schedule tests or procedures for patients, such as lab work or x-rays, based on physician orders.",551b3183-47d5-4517-80a8-0285a4d72738,2025/4/28,Expert,1,3,5,5,3,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,True,True,True,FALSE,
22409,Librarians and Media Collections Specialists,"Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.",d02e097f-93a2-44ca-9613-8bfa4a45b40e,2025/4/28,Expert,3,3,4,4,5,True,True,False,True,False,True,3,5,4,5,3,True,False,True,False,True,False,False,,
22411,Librarians and Media Collections Specialists,"Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions.",d02e097f-93a2-44ca-9613-8bfa4a45b40e,2025/4/28,Expert,2,4,5,5,5,False,False,False,False,False,False,3,5,5,5,3,False,True,True,False,False,False,False,FALSE,
22410,Librarians and Media Collections Specialists,"Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors.",d02e097f-93a2-44ca-9613-8bfa4a45b40e,2025/4/28,Expert,2,5,5,5,4,False,False,False,False,False,False,3,3,3,5,3,False,False,True,True,True,False,True,FALSE,
22416,Librarians and Media Collections Specialists,"Code, classify, and catalog books, publications, films, audio-visual aids, and other library materials, based on subject matter or standard library classification systems.",d02e097f-93a2-44ca-9613-8bfa4a45b40e,2025/4/28,Expert,3,3,5,5,4,False,True,True,False,False,False,1,1,5,5,1,False,False,False,False,False,False,False,,FALSE
22417,Librarians and Media Collections Specialists,"Respond to customer complaints, taking action as necessary.",d02e097f-93a2-44ca-9613-8bfa4a45b40e,2025/4/28,Expert,2,2,4,5,4,False,False,False,False,False,False,1,5,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
22420,Librarians and Media Collections Specialists,Locate unusual or unique information in response to specific requests.,d02e097f-93a2-44ca-9613-8bfa4a45b40e,2025/4/28,Expert,2,2,5,5,4,False,False,False,False,False,False,1,5,4,5,2,False,False,False,False,False,False,False,FALSE,FALSE
22425,Librarians and Media Collections Specialists,"Develop, maintain, and troubleshoot information access aids, such as databases, annotated bibliographies, Web pages, electronic pathfinders, software programs, and online tutorials.",d02e097f-93a2-44ca-9613-8bfa4a45b40e,2025/4/28,Average,2,1,3,3,3,False,False,False,False,False,False,2,3,4,5,2,False,False,False,False,False,False,False,FALSE,FALSE
22427,Librarians and Media Collections Specialists,"Compile lists of books, periodicals, articles, and audio-visual materials on particular subjects.",d02e097f-93a2-44ca-9613-8bfa4a45b40e,2025/4/28,Expert,3,3,5,5,5,False,True,False,False,False,True,3,2,4,5,2,False,False,False,False,False,False,False,,FALSE
22430,Librarians and Media Collections Specialists,Arrange for interlibrary loans of materials not available in a particular library.,d02e097f-93a2-44ca-9613-8bfa4a45b40e,2025/4/28,Average,2,3,4,4,4,False,False,False,False,False,False,2,5,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
22642,"News Analysts, Reporters, and Journalists","Check reference materials, such as books, news files, or public records, to obtain relevant facts.",a189ad18-7e4e-4c28-a3de-4c389500618b,2025/4/29,Average,3,2,3,2,2,True,False,False,False,False,False,1,1,1,2,2,False,False,False,False,False,False,False,,FALSE
2823,Desktop Publishers,"Import text and art elements, such as electronic clip art or electronic files from photographs that have been scanned or produced with a digital camera, using computer software.",cf3055d5-700c-435c-867c-ae4e5fe76a2a,2025/5/4,Average,2,2,3,1,3,False,False,False,False,False,False,3,2,2,1,3,False,False,False,False,False,False,False,FALSE,
2821,Desktop Publishers,"Enter digitized data into electronic prepress system computer memory, using scanner, camera, keyboard, or mouse.",cf3055d5-700c-435c-867c-ae4e5fe76a2a,2025/5/4,Average,4,3,2,1,2,False,False,False,False,False,False,2,2,3,2,3,False,False,False,False,False,False,False,,
5503,Geographers,"Create and modify maps, graphs, or diagrams, using geographical information software and related equipment, and principles of cartography, such as coordinate systems, longitude, latitude, elevation, topography, and map scales.",a5671cf9-8d9f-4c9a-88f5-964e417698cf,2025/5/4,Average,4,2,3,4,3,True,False,False,False,True,True,4,3,2,3,3,True,True,True,False,False,True,True,,
5506,Geographers,Locate and obtain existing geographic information databases.,a5671cf9-8d9f-4c9a-88f5-964e417698cf,2025/5/4,Average,4,4,5,5,5,False,False,True,False,True,True,3,4,4,4,3,False,False,False,True,True,False,True,,
5505,Geographers,"Develop, operate, and maintain geographical information computer systems, including hardware, software, plotters, digitizers, printers, and video cameras.",a5671cf9-8d9f-4c9a-88f5-964e417698cf,2025/5/4,Expert,4,4,5,4,4,True,False,False,False,True,False,4,3,4,5,4,True,True,False,False,False,True,False,,
14758,Web Administrators,"Correct testing-identified problems, or recommend actions for their resolution.",f11df512-19a6-4610-a882-1921347503a2,2025/5/4,Novice,5,1,2,3,2,True,True,False,False,False,True,1,1,3,4,3,False,False,True,False,True,False,False,,
14740,Web Administrators,"Implement updates, upgrades, and patches in a timely manner to limit loss of service.",f11df512-19a6-4610-a882-1921347503a2,2025/5/4,Novice,4,1,2,3,1,False,True,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
14750,Web Administrators,"Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications.",f11df512-19a6-4610-a882-1921347503a2,2025/5/4,Average,4,3,3,4,3,False,False,True,False,False,True,2,2,3,4,3,False,False,True,False,True,False,True,,
14743,Web Administrators,"Install or configure Web server software or hardware to ensure that directory structure is well-defined, logical, and secure, and that files are named properly.",f11df512-19a6-4610-a882-1921347503a2,2025/5/4,Average,4,1,2,3,1,False,True,True,False,False,False,2,1,2,3,2,False,False,False,False,False,False,False,,FALSE
14744,Web Administrators,"Gather, analyze, or document user feedback to locate or resolve sources of problems.",f11df512-19a6-4610-a882-1921347503a2,2025/5/4,Average,3,2,3,3,2,True,False,False,False,False,True,1,4,2,2,3,False,False,False,True,False,True,True,,
16964,Quality Control Analysts,"Write technical reports or documentation, such as deviation reports, testing protocols, and trend analyses.",990982d4-8632-417e-9b50-08a03aed3990,2025/5/4,Expert,4,4,5,3,2,False,False,True,True,True,False,3,5,5,5,3,True,True,False,False,True,False,False,,
16966,Quality Control Analysts,Supply quality control data necessary for regulatory submissions.,990982d4-8632-417e-9b50-08a03aed3990,2025/5/4,Average,3,3,4,3,5,True,False,False,False,False,True,3,4,3,2,2,False,False,False,False,False,False,False,,FALSE
5503,Geographers,"Create and modify maps, graphs, or diagrams, using geographical information software and related equipment, and principles of cartography, such as coordinate systems, longitude, latitude, elevation, topography, and map scales.",8319b3ed-c2d2-4090-9aef-af89c20d953e,2025/5/4,Average,3,2,4,2,4,True,True,True,False,False,True,1,2,2,4,3,False,False,True,False,True,True,False,,
5511,Geographers,"Study the economic, political, and cultural characteristics of a specific region's population.",8319b3ed-c2d2-4090-9aef-af89c20d953e,2025/5/4,Average,4,2,3,2,3,True,False,True,False,False,True,1,2,3,4,3,False,False,True,False,True,False,True,,
5505,Geographers,"Develop, operate, and maintain geographical information computer systems, including hardware, software, plotters, digitizers, printers, and video cameras.",8319b3ed-c2d2-4090-9aef-af89c20d953e,2025/5/4,Average,5,2,3,1,2,True,True,True,False,False,True,2,1,1,3,2,False,False,False,False,False,False,False,,FALSE
18935,Credit Counselors,Calculate clients' available monthly income to meet debt obligations.,2dd302e6-9460-44aa-bcbe-43f56575176c,2025/5/4,Expert,3,5,5,1,5,True,False,True,False,False,True,1,5,5,5,3,False,True,False,True,True,True,True,,
18938,Credit Counselors,"Explain services or policies to clients, such as debt management program rules, advantages and disadvantages of using services, or creditor concession policies.",2dd302e6-9460-44aa-bcbe-43f56575176c,2025/5/4,Expert,5,5,5,1,5,True,False,True,False,False,True,5,5,5,5,2,False,False,False,False,False,False,False,,FALSE
18936,Credit Counselors,"Create debt management plans, spending plans, or budgets to assist clients to meet financial goals.",2dd302e6-9460-44aa-bcbe-43f56575176c,2025/5/4,Expert,3,5,5,5,5,True,False,True,False,False,True,3,5,5,5,3,True,True,True,True,False,False,True,,
18943,Credit Counselors,"Prioritize client debt repayment to avoid dire consequences, such as bankruptcy or foreclosure or to reduce overall costs, such as by paying high-interest or short-term loans first.",2dd302e6-9460-44aa-bcbe-43f56575176c,2025/5/4,Expert,2,5,5,5,5,False,False,False,False,False,False,2,5,5,5,2,False,False,False,False,False,False,False,FALSE,FALSE
18934,Credit Counselors,"Assess clients' overall financial situations by reviewing income, assets, debts, expenses, credit reports, or other financial information.",2dd302e6-9460-44aa-bcbe-43f56575176c,2025/5/4,Expert,5,5,5,5,5,True,False,False,False,False,True,2,5,5,5,5,False,True,True,True,True,True,True,,
18937,Credit Counselors,"Estimate time for debt repayment, given amount of debt, interest rates, and available funds.",2dd302e6-9460-44aa-bcbe-43f56575176c,2025/5/4,Expert,3,5,5,1,5,True,False,True,False,False,True,1,5,5,5,5,False,True,True,True,True,True,True,,
18942,Credit Counselors,Prepare written documents to establish contracts with or communicate financial recommendations to clients.,2dd302e6-9460-44aa-bcbe-43f56575176c,2025/5/4,Expert,3,5,5,1,5,True,False,True,False,False,True,1,5,5,5,5,False,True,True,True,True,False,True,,
18940,Credit Counselors,"Maintain or update records of client account activity, including financial transactions, counseling session notes, correspondence, document images, or client inquiries.",2dd302e6-9460-44aa-bcbe-43f56575176c,2025/5/4,Expert,2,5,5,1,5,False,False,False,False,False,False,5,3,5,5,3,False,False,False,False,False,False,True,FALSE,
15893,Logistics Analysts,Recommend improvements to existing or planned logistics processes.,fc661460-c580-410e-bf95-358a2104651d,2025/5/4,Average,3,3,1,4,5,False,False,False,False,False,True,2,3,3,2,2,False,False,False,False,False,False,False,,FALSE
15904,Logistics Analysts,"Apply analytic methods or tools to understand, predict, or control logistics operations or processes.",fc661460-c580-410e-bf95-358a2104651d,2025/5/4,Expert,4,4,4,5,4,True,False,False,False,False,False,3,2,5,4,1,False,False,False,False,False,False,False,,FALSE
15884,Logistics Analysts,Develop or maintain payment systems to ensure accuracy of vendor payments.,fc661460-c580-410e-bf95-358a2104651d,2025/5/4,Average,3,3,2,3,4,False,True,False,False,False,False,2,3,3,2,3,False,True,False,False,False,False,False,,
15885,Logistics Analysts,Determine packaging requirements.,fc661460-c580-410e-bf95-358a2104651d,2025/5/4,Expert,2,3,5,2,5,False,False,False,False,False,False,3,4,5,2,2,False,False,False,False,False,False,False,FALSE,FALSE
18935,Credit Counselors,Calculate clients' available monthly income to meet debt obligations.,3872de52-1e84-4305-9814-3c02ac5c323b,2025/5/4,Average,4,1,3,1,4,True,False,True,False,False,False,2,2,2,1,3,True,False,False,True,False,False,False,,
18938,Credit Counselors,"Explain services or policies to clients, such as debt management program rules, advantages and disadvantages of using services, or creditor concession policies.",3872de52-1e84-4305-9814-3c02ac5c323b,2025/5/4,Average,5,1,4,3,1,True,True,True,True,False,False,1,2,1,3,2,False,False,False,False,False,False,False,,FALSE
18936,Credit Counselors,"Create debt management plans, spending plans, or budgets to assist clients to meet financial goals.",3872de52-1e84-4305-9814-3c02ac5c323b,2025/5/4,Average,2,3,4,4,4,False,False,False,False,False,False,2,4,3,4,5,False,True,True,True,False,True,True,FALSE,
18934,Credit Counselors,"Assess clients' overall financial situations by reviewing income, assets, debts, expenses, credit reports, or other financial information.",3872de52-1e84-4305-9814-3c02ac5c323b,2025/5/4,Average,3,1,4,2,2,True,True,True,True,False,False,2,3,3,4,4,False,True,True,True,False,True,False,,
18942,Credit Counselors,Prepare written documents to establish contracts with or communicate financial recommendations to clients.,3872de52-1e84-4305-9814-3c02ac5c323b,2025/5/4,Expert,4,1,2,1,1,True,False,False,False,False,False,2,3,3,3,3,True,False,True,False,True,True,False,,
18940,Credit Counselors,"Maintain or update records of client account activity, including financial transactions, counseling session notes, correspondence, document images, or client inquiries.",3872de52-1e84-4305-9814-3c02ac5c323b,2025/5/4,Novice,5,2,2,2,1,True,True,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
18933,Credit Counselors,"Advise clients or respond to inquiries about financial matters in person or via phone, email, Web site, or Internet chat.",3872de52-1e84-4305-9814-3c02ac5c323b,2025/5/4,Novice,5,1,1,1,1,True,True,False,True,False,False,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
1318,Network and Computer Systems Administrators,"Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.",6a292b45-e0a3-412f-8ad3-a7d48af811e5,2025/5/4,Average,4,4,5,3,4,True,True,True,False,False,True,3,3,3,4,3,False,True,False,True,True,False,True,,
1317,Network and Computer Systems Administrators,Perform data backups and disaster recovery operations.,6a292b45-e0a3-412f-8ad3-a7d48af811e5,2025/5/4,Average,4,2,4,3,4,True,True,False,False,False,True,4,3,4,5,3,True,True,False,True,True,False,False,,
15206,Network and Computer Systems Administrators,"Configure, monitor, and maintain email applications or virus protection software.",6a292b45-e0a3-412f-8ad3-a7d48af811e5,2025/5/4,Average,4,2,5,3,4,True,True,True,False,False,True,3,4,3,4,4,True,True,False,True,True,False,False,,
1320,Network and Computer Systems Administrators,Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use.,6a292b45-e0a3-412f-8ad3-a7d48af811e5,2025/5/4,Average,4,3,5,4,5,True,False,True,False,False,True,3,4,4,5,4,False,True,True,True,False,False,False,,
1325,Network and Computer Systems Administrators,Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future.,6a292b45-e0a3-412f-8ad3-a7d48af811e5,2025/5/4,Average,3,2,5,3,4,True,False,True,False,False,True,2,3,3,4,3,False,True,True,True,True,False,False,,
1319,Network and Computer Systems Administrators,"Plan, coordinate, and implement network security measures to protect data, software, and hardware.",6a292b45-e0a3-412f-8ad3-a7d48af811e5,2025/5/4,Average,4,3,5,4,5,True,False,True,False,False,True,3,4,4,5,4,True,True,False,True,True,True,False,,
1329,Network and Computer Systems Administrators,Analyze equipment performance records to determine the need for repair or replacement.,6a292b45-e0a3-412f-8ad3-a7d48af811e5,2025/5/4,Average,4,1,4,2,4,False,True,True,False,False,True,3,3,3,3,3,True,False,True,True,True,False,False,,
1323,Network and Computer Systems Administrators,"Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.",6a292b45-e0a3-412f-8ad3-a7d48af811e5,2025/5/4,Average,4,2,5,3,3,False,False,True,True,False,True,4,4,5,5,4,True,True,True,True,True,True,True,,
1322,Network and Computer Systems Administrators,"Design, configure, and test computer hardware, networking software and operating system software.",6a292b45-e0a3-412f-8ad3-a7d48af811e5,2025/5/4,Average,4,1,5,3,3,False,True,True,False,False,True,3,3,3,5,3,True,False,True,True,True,False,False,,
1321,Network and Computer Systems Administrators,"Perform routine network startup and shutdown procedures, and maintain control records.",6a292b45-e0a3-412f-8ad3-a7d48af811e5,2025/5/4,Expert,5,1,3,2,3,True,True,False,False,False,True,2,1,1,2,2,False,False,False,False,False,False,False,,FALSE
19050,Judicial Law Clerks,"Prepare briefs, legal memoranda, or statements of issues involved in cases, including appropriate suggestions or recommendations.",b8ffc10b-0c5f-4b8b-9178-51b3439ce7b8,2025/5/5,Expert,2,3,5,4,5,False,False,False,False,False,False,1,4,5,4,2,False,False,False,False,False,False,False,FALSE,FALSE
19051,Judicial Law Clerks,"Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.",b8ffc10b-0c5f-4b8b-9178-51b3439ce7b8,2025/5/5,Expert,3,3,5,5,5,False,False,True,False,True,True,1,3,5,5,2,False,False,False,False,False,False,False,,FALSE
19047,Judicial Law Clerks,"Draft or proofread judicial opinions, decisions, or citations.",b8ffc10b-0c5f-4b8b-9178-51b3439ce7b8,2025/5/5,Average,4,1,3,2,2,True,True,True,False,False,False,1,1,2,2,1,False,False,False,False,False,False,False,,FALSE
15898,Logistics Analysts,Maintain databases of logistics information.,6e9c185f-0777-4877-b8f3-7ace6d39fd4b,2025/5/5,Average,3,3,3,3,4,True,True,False,True,True,False,2,2,3,3,4,True,False,False,True,True,True,False,,
20009,Logistics Analysts,"Remotely monitor the flow of vehicles or inventory, using Web-based logistics information systems to track vehicles or containers.",6e9c185f-0777-4877-b8f3-7ace6d39fd4b,2025/5/5,Average,3,1,2,2,2,True,True,False,True,False,True,2,2,3,3,2,False,False,False,False,False,False,False,,FALSE
15889,Logistics Analysts,"Communicate with or monitor service providers, such as ocean carriers, air freight forwarders, global consolidators, customs brokers, or trucking companies.",6e9c185f-0777-4877-b8f3-7ace6d39fd4b,2025/5/5,Average,3,2,2,2,1,True,True,True,True,True,True,3,4,4,4,4,True,True,True,True,True,True,True,,The task must be done with utmost security.
15890,Logistics Analysts,Track product flow from origin to final delivery.,6e9c185f-0777-4877-b8f3-7ace6d39fd4b,2025/5/5,Expert,3,2,2,4,2,True,True,False,False,False,True,3,4,4,4,4,True,False,True,True,True,True,False,,
15883,Logistics Analysts,Enter logistics-related data into databases.,6e9c185f-0777-4877-b8f3-7ace6d39fd4b,2025/5/5,Average,4,2,2,2,2,True,True,False,True,True,False,3,3,2,4,3,True,False,True,True,True,False,False,,
15894,Logistics Analysts,"Provide ongoing analyses in areas such as transportation costs, parts procurement, back orders, or delivery processes.",6e9c185f-0777-4877-b8f3-7ace6d39fd4b,2025/5/5,Expert,3,2,2,2,2,True,True,False,False,False,True,3,3,2,2,3,True,False,True,True,True,False,False,,
15899,Logistics Analysts,Maintain logistics records in accordance with corporate policies.,6e9c185f-0777-4877-b8f3-7ace6d39fd4b,2025/5/5,Novice,2,2,3,2,1,False,False,False,False,False,False,2,3,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
15902,Logistics Analysts,"Compute reporting metrics, such as on-time delivery rates, order fulfillment rates, or inventory turns.",6e9c185f-0777-4877-b8f3-7ace6d39fd4b,2025/5/5,Novice,3,2,2,3,1,True,True,False,True,True,True,2,3,2,4,4,True,False,False,True,True,False,True,,
15887,Logistics Analysts,Contact potential vendors to determine material availability.,6e9c185f-0777-4877-b8f3-7ace6d39fd4b,2025/5/5,Expert,3,2,2,3,2,True,True,False,False,False,False,3,4,3,3,4,True,True,False,True,True,True,False,,
15884,Logistics Analysts,Develop or maintain payment systems to ensure accuracy of vendor payments.,6e9c185f-0777-4877-b8f3-7ace6d39fd4b,2025/5/5,Expert,3,2,3,3,3,True,True,False,False,False,True,3,3,3,3,4,True,False,False,True,True,True,True,,
16964,Quality Control Analysts,"Write technical reports or documentation, such as deviation reports, testing protocols, and trend analyses.",bfef07cd-ee92-4e70-8741-f1377ab987d8,2025/5/5,Average,3,2,4,2,2,False,False,False,True,False,False,2,3,3,2,2,False,False,False,False,False,False,False,,FALSE
16974,Quality Control Analysts,"Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.",6749ef5a-2f41-4026-9a21-f125f4274023,2025/5/5,Average,4,2,2,3,2,False,False,True,False,False,True,3,2,3,2,3,True,False,False,True,False,False,False,,
16977,Quality Control Analysts,"Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms.",6749ef5a-2f41-4026-9a21-f125f4274023,2025/5/5,Expert,3,2,3,3,4,False,True,False,False,True,False,2,2,4,4,3,False,False,True,False,False,False,True,,
16979,Quality Control Analysts,Compile laboratory test data and perform appropriate analyses.,6749ef5a-2f41-4026-9a21-f125f4274023,2025/5/5,Expert,3,3,2,3,2,False,False,True,True,False,False,2,3,3,2,3,False,False,False,False,True,False,False,,
16973,Quality Control Analysts,Investigate or report questionable test results.,6749ef5a-2f41-4026-9a21-f125f4274023,2025/5/5,Average,1,4,5,3,4,False,False,False,False,False,False,2,1,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
16966,Quality Control Analysts,Supply quality control data necessary for regulatory submissions.,6749ef5a-2f41-4026-9a21-f125f4274023,2025/5/5,Expert,1,3,2,3,3,False,False,False,False,False,False,3,4,4,3,3,False,False,True,False,False,False,False,FALSE,
16974,Quality Control Analysts,"Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.",1476bb8b-9a8a-4105-b70e-0b1fcf6a941f,2025/5/5,Average,4,2,2,3,2,False,False,True,False,False,True,3,2,3,2,3,True,False,False,True,False,False,False,,
16977,Quality Control Analysts,"Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms.",1476bb8b-9a8a-4105-b70e-0b1fcf6a941f,2025/5/5,Expert,3,2,3,3,4,False,True,False,False,True,False,2,2,4,4,3,False,False,True,False,False,False,True,,
16979,Quality Control Analysts,Compile laboratory test data and perform appropriate analyses.,1476bb8b-9a8a-4105-b70e-0b1fcf6a941f,2025/5/5,Expert,3,3,2,3,2,False,False,True,True,False,False,2,3,3,2,3,False,False,False,False,True,False,False,,
16973,Quality Control Analysts,Investigate or report questionable test results.,1476bb8b-9a8a-4105-b70e-0b1fcf6a941f,2025/5/5,Average,1,4,5,3,4,False,False,False,False,False,False,2,1,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
16966,Quality Control Analysts,Supply quality control data necessary for regulatory submissions.,1476bb8b-9a8a-4105-b70e-0b1fcf6a941f,2025/5/5,Expert,1,3,2,3,3,False,False,False,False,False,False,3,4,4,3,3,False,False,True,False,False,False,False,FALSE,
18935,Credit Counselors,Calculate clients' available monthly income to meet debt obligations.,07f929bc-7862-49fb-ae91-a1e5b13755c9,2025/5/5,Expert,3,5,5,4,5,True,False,True,False,False,True,3,4,4,2,3,False,True,False,True,True,True,True,,
18938,Credit Counselors,"Explain services or policies to clients, such as debt management program rules, advantages and disadvantages of using services, or creditor concession policies.",07f929bc-7862-49fb-ae91-a1e5b13755c9,2025/5/5,Expert,3,4,5,4,5,True,False,True,False,False,True,5,5,5,3,4,True,True,True,True,True,True,True,,
18936,Credit Counselors,"Create debt management plans, spending plans, or budgets to assist clients to meet financial goals.",07f929bc-7862-49fb-ae91-a1e5b13755c9,2025/5/5,Expert,3,3,5,2,5,True,False,True,False,True,True,1,1,3,1,5,False,False,False,False,True,True,False,,
18943,Credit Counselors,"Prioritize client debt repayment to avoid dire consequences, such as bankruptcy or foreclosure or to reduce overall costs, such as by paying high-interest or short-term loans first.",07f929bc-7862-49fb-ae91-a1e5b13755c9,2025/5/5,Expert,5,1,5,5,5,True,False,True,False,True,True,1,1,3,1,1,False,False,False,False,False,False,False,,FALSE
18934,Credit Counselors,"Assess clients' overall financial situations by reviewing income, assets, debts, expenses, credit reports, or other financial information.",07f929bc-7862-49fb-ae91-a1e5b13755c9,2025/5/5,Expert,4,2,5,4,5,True,True,True,False,False,True,3,2,3,1,3,True,True,True,True,True,True,True,,
18937,Credit Counselors,"Estimate time for debt repayment, given amount of debt, interest rates, and available funds.",07f929bc-7862-49fb-ae91-a1e5b13755c9,2025/5/5,Expert,3,1,5,3,5,True,False,True,False,False,True,1,1,5,1,1,False,False,False,False,False,False,False,,FALSE
18942,Credit Counselors,Prepare written documents to establish contracts with or communicate financial recommendations to clients.,07f929bc-7862-49fb-ae91-a1e5b13755c9,2025/5/5,Expert,5,1,2,2,4,True,True,True,False,True,True,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
18940,Credit Counselors,"Maintain or update records of client account activity, including financial transactions, counseling session notes, correspondence, document images, or client inquiries.",07f929bc-7862-49fb-ae91-a1e5b13755c9,2025/5/5,Expert,3,3,5,3,5,True,False,True,False,False,True,3,4,4,1,4,True,True,False,True,True,True,True,,
18933,Credit Counselors,"Advise clients or respond to inquiries about financial matters in person or via phone, email, Web site, or Internet chat.",07f929bc-7862-49fb-ae91-a1e5b13755c9,2025/5/5,Expert,3,2,5,3,5,True,False,True,False,False,True,4,4,4,2,5,True,True,True,True,True,True,True,,
5503,Geographers,"Create and modify maps, graphs, or diagrams, using geographical information software and related equipment, and principles of cartography, such as coordinate systems, longitude, latitude, elevation, topography, and map scales.",e2a02092-78f4-4962-9fde-c7d9ce0460e1,2025/5/5,Average,3,3,4,4,4,True,False,True,True,False,True,3,2,2,3,4,False,True,False,False,True,True,False,,
5511,Geographers,"Study the economic, political, and cultural characteristics of a specific region's population.",e2a02092-78f4-4962-9fde-c7d9ce0460e1,2025/5/5,Average,2,3,2,4,3,False,False,False,False,False,False,3,3,3,2,4,True,True,False,False,False,True,True,FALSE,
15903,Logistics Analysts,"Interpret data on logistics elements, such as availability, maintainability, reliability, supply chain management, strategic sourcing or distribution, supplier management, or transportation.",0f7dd845-6df3-489e-90ef-f01c97b1dbd7,2025/5/5,Novice,5,1,3,3,4,True,True,False,False,False,False,2,4,2,4,3,True,True,False,False,False,False,False,,
15897,Logistics Analysts,"Monitor inventory transactions at warehouse facilities to assess receiving, storage, shipping, or inventory integrity.",0f7dd845-6df3-489e-90ef-f01c97b1dbd7,2025/5/5,Novice,5,1,2,1,1,True,True,False,True,False,False,4,1,2,3,3,False,False,False,False,False,False,False,,
15902,Logistics Analysts,"Compute reporting metrics, such as on-time delivery rates, order fulfillment rates, or inventory turns.",0f7dd845-6df3-489e-90ef-f01c97b1dbd7,2025/5/5,Novice,1,1,4,1,3,False,False,False,False,False,False,2,4,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
15884,Logistics Analysts,Develop or maintain payment systems to ensure accuracy of vendor payments.,0f7dd845-6df3-489e-90ef-f01c97b1dbd7,2025/5/5,Novice,2,4,4,1,4,False,False,False,False,False,False,2,2,3,1,2,False,False,False,False,False,False,False,FALSE,FALSE
5505,Geographers,"Develop, operate, and maintain geographical information computer systems, including hardware, software, plotters, digitizers, printers, and video cameras.",e2a02092-78f4-4962-9fde-c7d9ce0460e1,2025/5/5,Average,2,3,2,4,3,False,False,False,False,False,False,3,3,2,4,3,False,True,False,False,True,False,True,FALSE,
15890,Logistics Analysts,Track product flow from origin to final delivery.,0f7dd845-6df3-489e-90ef-f01c97b1dbd7,2025/5/5,Novice,4,1,1,3,2,True,True,True,False,False,False,1,3,3,4,2,False,False,False,False,False,False,False,,FALSE
15904,Logistics Analysts,"Apply analytic methods or tools to understand, predict, or control logistics operations or processes.",0f7dd845-6df3-489e-90ef-f01c97b1dbd7,2025/5/5,Novice,5,1,3,2,4,False,True,False,True,False,False,3,3,3,3,3,True,True,False,False,False,False,False,,
15899,Logistics Analysts,Maintain logistics records in accordance with corporate policies.,0f7dd845-6df3-489e-90ef-f01c97b1dbd7,2025/5/5,Novice,5,2,1,1,1,True,True,False,True,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
15887,Logistics Analysts,Contact potential vendors to determine material availability.,0f7dd845-6df3-489e-90ef-f01c97b1dbd7,2025/5/5,Novice,1,2,4,1,4,False,False,False,False,False,False,1,3,2,4,1,False,False,False,False,False,False,False,FALSE,FALSE
15885,Logistics Analysts,Determine packaging requirements.,0f7dd845-6df3-489e-90ef-f01c97b1dbd7,2025/5/5,Novice,4,2,3,2,2,True,False,False,False,False,False,3,3,3,3,4,False,False,False,False,False,False,False,,
16977,Quality Control Analysts,"Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms.",5fdfb8a5-7882-4a02-8040-7db595d9f538,2025/5/5,Expert,4,4,5,5,2,False,True,False,True,False,False,5,2,2,2,3,False,True,False,False,True,False,False,,
16964,Quality Control Analysts,"Write technical reports or documentation, such as deviation reports, testing protocols, and trend analyses.",5fdfb8a5-7882-4a02-8040-7db595d9f538,2025/5/5,Expert,5,5,5,5,1,False,False,True,False,False,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE
14633,Computer and Information Research Scientists,Design computers and the software that runs them.,ab4a13d8-7979-4a4b-a2c2-f16f8124ac4d,2025/5/5,Novice,3,3,5,4,2,True,False,False,True,True,False,1,2,2,4,3,False,False,True,False,True,True,False,,
14636,Computer and Information Research Scientists,"Approve, prepare, monitor, and adjust operational budgets.",ab4a13d8-7979-4a4b-a2c2-f16f8124ac4d,2025/5/5,Novice,5,1,1,1,1,False,True,False,False,False,False,1,1,3,2,2,False,False,False,False,False,False,False,,FALSE
15898,Logistics Analysts,Maintain databases of logistics information.,a764dd59-bb7b-4ab9-a745-c1f39bb40acb,2025/5/5,Novice,3,2,1,2,1,True,True,False,True,False,False,1,1,2,2,2,False,False,False,False,False,False,False,,FALSE
15889,Logistics Analysts,"Communicate with or monitor service providers, such as ocean carriers, air freight forwarders, global consolidators, customs brokers, or trucking companies.",a764dd59-bb7b-4ab9-a745-c1f39bb40acb,2025/5/5,Novice,4,2,3,1,3,True,False,False,False,False,True,1,3,2,3,3,False,False,False,True,False,True,False,,
15890,Logistics Analysts,Track product flow from origin to final delivery.,a764dd59-bb7b-4ab9-a745-c1f39bb40acb,2025/5/5,Novice,3,3,2,2,3,False,True,True,False,False,False,2,3,3,1,3,False,False,False,True,False,True,False,,
15903,Logistics Analysts,"Interpret data on logistics elements, such as availability, maintainability, reliability, supply chain management, strategic sourcing or distribution, supplier management, or transportation.",a764dd59-bb7b-4ab9-a745-c1f39bb40acb,2025/5/5,Novice,2,1,2,1,3,False,False,False,False,False,False,1,1,3,2,2,False,False,False,False,False,False,False,FALSE,FALSE
15895,Logistics Analysts,Prepare reports on logistics performance measures.,a764dd59-bb7b-4ab9-a745-c1f39bb40acb,2025/5/5,Novice,5,1,1,1,1,False,False,True,False,False,True,1,1,1,3,1,False,False,False,False,False,False,False,,FALSE
15883,Logistics Analysts,Enter logistics-related data into databases.,a764dd59-bb7b-4ab9-a745-c1f39bb40acb,2025/5/5,Novice,1,1,1,1,1,False,False,False,False,False,False,1,1,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
15899,Logistics Analysts,Maintain logistics records in accordance with corporate policies.,a764dd59-bb7b-4ab9-a745-c1f39bb40acb,2025/5/5,Novice,3,1,1,1,2,False,True,False,False,True,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
15902,Logistics Analysts,"Compute reporting metrics, such as on-time delivery rates, order fulfillment rates, or inventory turns.",a764dd59-bb7b-4ab9-a745-c1f39bb40acb,2025/5/5,Novice,3,1,2,2,3,False,True,True,True,False,False,1,3,2,2,2,False,False,False,False,False,False,False,,FALSE
15887,Logistics Analysts,Contact potential vendors to determine material availability.,a764dd59-bb7b-4ab9-a745-c1f39bb40acb,2025/5/5,Average,1,2,4,1,3,False,False,False,False,False,False,2,4,3,3,4,False,True,False,True,False,True,False,FALSE,
15884,Logistics Analysts,Develop or maintain payment systems to ensure accuracy of vendor payments.,a764dd59-bb7b-4ab9-a745-c1f39bb40acb,2025/5/5,Average,3,2,2,3,2,True,False,False,True,False,False,1,4,3,3,3,False,False,False,True,False,True,False,,
15893,Logistics Analysts,Recommend improvements to existing or planned logistics processes.,e0e92c81-5ee5-435a-95a5-052d30a3e18a,2025/5/5,Novice,1,1,1,1,1,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
18934,Credit Counselors,"Assess clients' overall financial situations by reviewing income, assets, debts, expenses, credit reports, or other financial information.",afcc5fbc-a2e9-45dd-a44b-ecea0c4db639,2025/5/5,Novice,5,3,3,2,4,True,False,True,False,False,False,1,4,2,4,3,False,False,True,True,True,True,True,,
18937,Credit Counselors,"Estimate time for debt repayment, given amount of debt, interest rates, and available funds.",afcc5fbc-a2e9-45dd-a44b-ecea0c4db639,2025/5/5,Average,4,2,2,2,3,False,True,True,True,True,False,1,4,3,4,3,False,False,True,True,True,True,False,,
18942,Credit Counselors,Prepare written documents to establish contracts with or communicate financial recommendations to clients.,afcc5fbc-a2e9-45dd-a44b-ecea0c4db639,2025/5/5,Average,3,3,3,2,3,False,False,True,True,False,False,1,4,4,4,4,False,True,True,True,True,False,True,,
15898,Logistics Analysts,Maintain databases of logistics information.,23a9d864-00de-46c1-b992-28ef8c402d98,2025/5/5,Average,2,2,2,3,2,False,False,False,False,False,False,3,2,2,3,3,True,False,False,True,True,False,False,FALSE,
20009,Logistics Analysts,"Remotely monitor the flow of vehicles or inventory, using Web-based logistics information systems to track vehicles or containers.",23a9d864-00de-46c1-b992-28ef8c402d98,2025/5/5,Novice,1,1,2,2,1,False,False,False,False,False,False,2,4,3,3,3,True,False,True,True,False,True,False,FALSE,
15883,Logistics Analysts,Enter logistics-related data into databases.,23a9d864-00de-46c1-b992-28ef8c402d98,2025/5/5,Average,3,1,1,1,1,True,True,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
15894,Logistics Analysts,"Provide ongoing analyses in areas such as transportation costs, parts procurement, back orders, or delivery processes.",23a9d864-00de-46c1-b992-28ef8c402d98,2025/5/5,Average,1,2,3,3,3,False,False,False,False,False,False,1,4,4,4,4,False,True,True,True,True,True,True,FALSE,
15887,Logistics Analysts,Contact potential vendors to determine material availability.,23a9d864-00de-46c1-b992-28ef8c402d98,2025/5/5,Expert,1,3,3,4,3,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
15884,Logistics Analysts,Develop or maintain payment systems to ensure accuracy of vendor payments.,23a9d864-00de-46c1-b992-28ef8c402d98,2025/5/5,Expert,1,4,4,4,5,False,False,False,False,False,False,1,5,5,5,5,False,True,True,True,True,True,True,FALSE,
16977,Quality Control Analysts,"Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms.",1892ece6-abdb-4317-a6cf-a1f1ae4ef533,2025/5/5,Average,4,3,3,3,4,True,False,False,False,False,True,3,3,4,4,4,True,True,True,False,True,False,True,,
16979,Quality Control Analysts,Compile laboratory test data and perform appropriate analyses.,1892ece6-abdb-4317-a6cf-a1f1ae4ef533,2025/5/5,Average,4,2,3,2,4,True,False,True,False,False,True,3,2,4,4,3,True,True,True,False,True,False,True,,
16973,Quality Control Analysts,Investigate or report questionable test results.,1892ece6-abdb-4317-a6cf-a1f1ae4ef533,2025/5/5,Average,3,2,3,1,4,True,False,True,False,False,True,4,4,4,4,4,True,True,True,False,True,True,True,,
16964,Quality Control Analysts,"Write technical reports or documentation, such as deviation reports, testing protocols, and trend analyses.",1892ece6-abdb-4317-a6cf-a1f1ae4ef533,2025/5/5,Average,3,2,3,3,4,True,False,True,True,False,True,4,2,4,4,4,True,True,True,False,True,True,True,,
16976,Quality Control Analysts,Evaluate analytical methods and procedures to determine how they might be improved.,1892ece6-abdb-4317-a6cf-a1f1ae4ef533,2025/5/5,Expert,4,3,4,2,4,True,False,True,False,False,True,2,1,5,5,2,False,False,False,False,False,False,False,,FALSE
16966,Quality Control Analysts,Supply quality control data necessary for regulatory submissions.,1892ece6-abdb-4317-a6cf-a1f1ae4ef533,2025/5/5,Expert,4,2,4,3,3,True,False,False,False,False,True,3,3,4,5,4,True,True,True,False,True,True,True,,
16968,Quality Control Analysts,Review data from contract laboratories to ensure accuracy and regulatory compliance.,1892ece6-abdb-4317-a6cf-a1f1ae4ef533,2025/5/5,Average,3,1,3,1,2,True,False,False,False,False,True,3,3,4,4,3,True,True,True,False,True,True,True,,
14758,Web Administrators,"Correct testing-identified problems, or recommend actions for their resolution.",505a1fa5-c185-415b-a865-676adec48df6,2025/5/5,Expert,2,3,4,1,5,False,False,False,False,False,False,2,4,1,4,3,False,False,True,True,True,False,True,FALSE,
14732,Web Administrators,"Determine sources of Web page or server problems, and take action to correct such problems.",505a1fa5-c185-415b-a865-676adec48df6,2025/5/5,Average,2,3,3,1,4,False,False,False,False,False,False,3,3,1,4,4,True,False,True,False,False,False,True,FALSE,
14740,Web Administrators,"Implement updates, upgrades, and patches in a timely manner to limit loss of service.",505a1fa5-c185-415b-a865-676adec48df6,2025/5/5,Expert,4,4,2,3,4,True,False,False,False,True,False,3,3,2,3,2,False,False,False,False,False,False,False,,FALSE
14750,Web Administrators,"Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications.",505a1fa5-c185-415b-a865-676adec48df6,2025/5/5,Expert,4,1,4,1,4,False,False,True,False,True,False,3,4,3,3,3,True,False,False,True,False,True,False,,
14749,Web Administrators,"Track, compile, and analyze Web site usage data.",505a1fa5-c185-415b-a865-676adec48df6,2025/5/5,Expert,3,2,4,1,4,False,False,True,False,False,True,1,3,1,3,4,True,False,True,False,False,False,False,,
14733,Web Administrators,"Review or update Web page content or links in a timely manner, using appropriate tools.",505a1fa5-c185-415b-a865-676adec48df6,2025/5/5,Expert,4,1,4,1,5,False,True,True,False,False,True,1,3,2,3,3,True,True,False,False,False,False,True,,
14743,Web Administrators,"Install or configure Web server software or hardware to ensure that directory structure is well-defined, logical, and secure, and that files are named properly.",505a1fa5-c185-415b-a865-676adec48df6,2025/5/5,Average,4,3,4,2,4,False,False,False,True,True,False,1,4,2,4,2,False,False,False,False,False,False,False,,FALSE
14744,Web Administrators,"Gather, analyze, or document user feedback to locate or resolve sources of problems.",505a1fa5-c185-415b-a865-676adec48df6,2025/5/5,Expert,3,1,3,1,5,True,False,False,False,False,False,1,3,1,2,4,False,False,True,False,True,True,False,,
14762,Web Administrators,Set up or maintain monitoring tools on Web servers or Web sites.,505a1fa5-c185-415b-a865-676adec48df6,2025/5/5,Expert,4,4,4,1,5,True,False,True,False,False,True,1,4,2,4,3,False,True,True,False,False,False,True,,
14734,Web Administrators,"Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.",c5617d1a-ed2c-44bc-88f7-9f4c282f939e,2025/5/5,Expert,4,3,4,3,4,True,False,True,False,False,True,2,3,3,3,4,True,True,False,True,False,True,False,,
14731,Web Administrators,Back up or modify applications and related data to provide for disaster recovery.,c5617d1a-ed2c-44bc-88f7-9f4c282f939e,2025/5/5,Expert,4,3,3,4,4,True,False,True,False,False,True,3,3,3,3,3,False,True,True,False,False,True,False,,
14758,Web Administrators,"Correct testing-identified problems, or recommend actions for their resolution.",c5617d1a-ed2c-44bc-88f7-9f4c282f939e,2025/5/5,Expert,4,3,4,4,4,True,False,True,False,False,True,2,4,4,4,4,True,True,True,False,True,True,False,,
14732,Web Administrators,"Determine sources of Web page or server problems, and take action to correct such problems.",c5617d1a-ed2c-44bc-88f7-9f4c282f939e,2025/5/5,Expert,4,3,5,4,4,True,False,True,False,False,True,4,4,3,4,4,False,True,False,True,False,True,False,,
14740,Web Administrators,"Implement updates, upgrades, and patches in a timely manner to limit loss of service.",c5617d1a-ed2c-44bc-88f7-9f4c282f939e,2025/5/5,Expert,3,3,3,3,3,True,False,True,False,False,True,3,4,4,4,4,True,True,False,True,False,True,False,,
14750,Web Administrators,"Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications.",c5617d1a-ed2c-44bc-88f7-9f4c282f939e,2025/5/5,Expert,4,4,4,4,4,True,False,True,False,False,True,3,4,4,4,4,True,True,True,True,False,True,False,,
14733,Web Administrators,"Review or update Web page content or links in a timely manner, using appropriate tools.",c5617d1a-ed2c-44bc-88f7-9f4c282f939e,2025/5/5,Expert,4,3,4,4,4,True,False,True,False,False,True,3,4,4,4,4,False,True,False,False,True,True,False,,
14743,Web Administrators,"Install or configure Web server software or hardware to ensure that directory structure is well-defined, logical, and secure, and that files are named properly.",c5617d1a-ed2c-44bc-88f7-9f4c282f939e,2025/5/5,Expert,4,3,4,4,4,True,False,True,False,False,True,4,4,4,4,4,False,True,False,True,False,True,False,,
14744,Web Administrators,"Gather, analyze, or document user feedback to locate or resolve sources of problems.",c5617d1a-ed2c-44bc-88f7-9f4c282f939e,2025/5/5,Expert,4,3,4,4,4,True,False,True,False,False,True,4,4,4,4,4,True,True,True,True,True,True,True,,
14762,Web Administrators,Set up or maintain monitoring tools on Web servers or Web sites.,c5617d1a-ed2c-44bc-88f7-9f4c282f939e,2025/5/5,Expert,4,3,4,4,4,True,False,True,False,False,True,4,4,4,4,4,False,True,True,True,False,True,False,,
1318,Network and Computer Systems Administrators,"Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.",860df91f-578b-4a08-add4-545df40ced55,2025/5/5,Expert,4,2,4,1,4,True,False,True,True,False,False,3,3,5,5,2,False,False,False,False,False,False,False,,FALSE
1317,Network and Computer Systems Administrators,Perform data backups and disaster recovery operations.,860df91f-578b-4a08-add4-545df40ced55,2025/5/5,Expert,2,2,4,3,5,False,False,False,False,False,False,3,3,2,2,3,True,False,False,True,True,False,True,FALSE,
15206,Network and Computer Systems Administrators,"Configure, monitor, and maintain email applications or virus protection software.",860df91f-578b-4a08-add4-545df40ced55,2025/5/5,Expert,2,3,4,4,4,False,False,False,False,False,False,2,2,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1320,Network and Computer Systems Administrators,Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use.,860df91f-578b-4a08-add4-545df40ced55,2025/5/5,Average,4,3,4,1,3,True,True,True,False,False,True,2,2,4,4,2,False,False,False,False,False,False,False,,FALSE
1325,Network and Computer Systems Administrators,Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future.,860df91f-578b-4a08-add4-545df40ced55,2025/5/5,Expert,4,4,5,3,4,False,False,True,True,True,False,1,2,4,4,2,False,False,False,False,False,False,False,,FALSE
1319,Network and Computer Systems Administrators,"Plan, coordinate, and implement network security measures to protect data, software, and hardware.",860df91f-578b-4a08-add4-545df40ced55,2025/5/5,Average,4,3,3,1,2,True,False,True,True,True,False,2,3,5,4,3,True,True,True,True,True,True,True,,
1329,Network and Computer Systems Administrators,Analyze equipment performance records to determine the need for repair or replacement.,860df91f-578b-4a08-add4-545df40ced55,2025/5/5,Average,4,3,3,1,2,False,False,True,True,True,False,4,4,2,2,4,True,False,False,False,True,True,False,,
1323,Network and Computer Systems Administrators,"Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.",860df91f-578b-4a08-add4-545df40ced55,2025/5/5,Average,3,3,5,1,4,False,False,True,False,False,False,3,4,4,2,2,False,False,False,False,False,False,False,,FALSE
1322,Network and Computer Systems Administrators,"Design, configure, and test computer hardware, networking software and operating system software.",860df91f-578b-4a08-add4-545df40ced55,2025/5/5,Expert,2,5,5,4,5,False,False,False,False,False,False,3,4,3,2,4,True,False,False,False,False,True,False,FALSE,
1321,Network and Computer Systems Administrators,"Perform routine network startup and shutdown procedures, and maintain control records.",860df91f-578b-4a08-add4-545df40ced55,2025/5/5,Expert,2,5,4,3,5,False,False,False,False,False,False,3,4,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
20854,"Energy Engineers, Except Wind and Solar",Identify and recommend energy savings strategies to achieve more energy-efficient operation.,43702706-aba1-4a42-8905-ee806c617c94,2025/5/5,Expert,4,4,4,2,4,True,False,False,False,False,True,1,2,3,4,3,False,False,True,False,True,True,False,,
18156,"Energy Engineers, Except Wind and Solar",Monitor and analyze energy consumption.,43702706-aba1-4a42-8905-ee806c617c94,2025/5/5,Expert,4,4,4,1,2,True,False,False,False,False,True,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
20858,"Energy Engineers, Except Wind and Solar",Verify energy bills and meter readings.,43702706-aba1-4a42-8905-ee806c617c94,2025/5/5,Expert,4,2,2,1,1,True,False,False,False,False,True,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
20861,"Energy Engineers, Except Wind and Solar",Prepare energy-related project reports or related documentation.,43702706-aba1-4a42-8905-ee806c617c94,2025/5/5,Expert,4,3,4,1,2,True,False,False,False,False,True,1,2,2,4,3,False,False,True,True,True,False,False,,
18157,"Energy Engineers, Except Wind and Solar",Promote awareness or use of alternative or renewable energy sources.,43702706-aba1-4a42-8905-ee806c617c94,2025/5/5,Average,4,2,3,1,3,True,False,False,False,False,True,1,3,2,3,3,False,False,True,True,True,False,False,,Requires balancing technical facts with persuasive messaging.
19648,"Energy Engineers, Except Wind and Solar",Write or install energy management routines for building automation systems.,43702706-aba1-4a42-8905-ee806c617c94,2025/5/5,Expert,4,3,4,1,3,True,False,False,False,False,True,2,2,3,4,3,False,False,True,True,True,False,False,,
8955,Statisticians,"Identify relationships and trends in data, as well as any factors that could affect the results of research.",4f3a2046-c0fc-49e6-ad4b-9b123f293943,2025/5/5,Average,3,1,5,5,5,False,False,False,False,True,True,1,4,5,4,5,False,True,True,True,True,False,True,,
8956,Statisticians,Analyze and interpret statistical data to identify significant differences in relationships among sources of information.,4f3a2046-c0fc-49e6-ad4b-9b123f293943,2025/5/5,Expert,2,2,5,5,5,False,False,False,False,False,False,1,4,5,5,5,False,True,True,True,True,False,True,FALSE,
8957,Statisticians,"Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.",4f3a2046-c0fc-49e6-ad4b-9b123f293943,2025/5/5,Average,4,1,2,2,2,True,True,True,False,False,True,1,3,2,2,3,False,False,True,False,True,False,True,,
14633,Computer and Information Research Scientists,Design computers and the software that runs them.,c904660f-f20a-4dcc-b81a-6d19e4647e2f,2025/5/5,Average,5,1,2,1,3,True,True,True,False,False,True,4,4,3,4,3,True,False,True,True,True,True,True,,
14636,Computer and Information Research Scientists,"Approve, prepare, monitor, and adjust operational budgets.",c904660f-f20a-4dcc-b81a-6d19e4647e2f,2025/5/5,Novice,1,1,1,1,1,False,False,False,False,False,False,2,5,4,2,5,False,True,True,True,False,True,True,FALSE,
16279,Clinical Data Managers,Monitor work productivity or quality to ensure compliance with standard operating procedures.,21801a4a-d8b1-422d-a001-5b20af0d2651,2025/5/5,Expert,3,1,1,1,5,False,False,False,False,False,False,1,5,4,5,5,False,True,False,False,False,False,False,I prefer to do it myself cause monitoring employee's emotional behavior is critical ,
16283,Clinical Data Managers,Analyze clinical data using appropriate statistical tools.,21801a4a-d8b1-422d-a001-5b20af0d2651,2025/5/5,Average,5,2,2,1,1,True,False,False,False,False,False,1,1,2,5,1,False,False,False,False,False,False,False,,FALSE
16277,Clinical Data Managers,"Prepare data analysis listings and activity, performance, or progress reports.",21801a4a-d8b1-422d-a001-5b20af0d2651,2025/5/5,Expert,5,2,1,1,1,True,False,False,False,False,False,2,1,3,2,2,False,False,False,False,False,False,False,,FALSE
16249,Biostatisticians,Write program code to analyze data with statistical analysis software.,696b9bf8-d377-42ae-b561-84716428bf09,2025/5/5,Expert,2,1,2,2,2,False,False,False,False,False,False,2,5,2,3,4,False,True,True,True,True,False,True,FALSE,
16265,Biostatisticians,"Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.",696b9bf8-d377-42ae-b561-84716428bf09,2025/5/5,Expert,1,1,4,2,1,False,False,False,False,False,False,2,1,2,4,3,False,True,True,True,False,True,True,FALSE,
16252,Biostatisticians,Prepare tables and graphs to present clinical data or results.,696b9bf8-d377-42ae-b561-84716428bf09,2025/5/5,Average,3,1,2,3,2,True,True,False,False,False,True,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
14686,Computer Systems Engineers/Architects,"Research, test, or verify proper functioning of software patches and fixes.",0ff78de2-c4de-4307-9469-f0ef6111d114,2025/5/5,Average,3,1,2,2,2,False,False,False,False,True,True,2,3,3,3,4,False,True,True,True,True,True,True,,
14683,Computer Systems Engineers/Architects,Design and conduct hardware or software tests.,0ff78de2-c4de-4307-9469-f0ef6111d114,2025/5/5,Average,3,1,3,3,2,False,False,True,True,True,False,3,2,3,3,3,False,True,False,False,True,True,False,,
14672,Computer Systems Engineers/Architects,Provide technical guidance or support for the development or troubleshooting of systems.,0ff78de2-c4de-4307-9469-f0ef6111d114,2025/5/5,Expert,3,1,3,3,3,True,False,True,True,True,True,2,3,3,3,4,False,True,True,False,True,True,False,,
23197,"Securities, Commodities, and Financial Services Sales Agents",Complete sales order tickets and submit for processing of client-requested transactions.,83961ddc-3c8a-4190-8d60-15d596f09f4b,2025/5/5,Novice,1,3,4,1,2,False,False,False,False,False,False,2,2,3,3,3,False,True,False,False,True,False,False,FALSE,
1420,Mechanical Engineers,"Conduct research that tests or analyzes the feasibility, design, operation, or performance of equipment, components, or systems.",4da2b8a1-935f-4339-93d5-f28bc044a3fb,2025/5/5,Average,3,1,2,2,3,True,False,True,False,False,False,4,3,4,4,4,False,True,True,True,True,True,False,,
20735,Mechanical Engineers,"Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.",4da2b8a1-935f-4339-93d5-f28bc044a3fb,2025/5/5,Average,3,1,2,2,3,False,False,True,False,True,True,2,2,4,4,3,False,True,True,True,True,True,False,,
18931,Fundraisers,Write and send letters of thanks to donors.,39d11dd4-ecec-4914-b456-837b59a82a72,2025/5/5,Novice,3,5,1,1,3,False,False,False,False,True,False,1,3,3,3,1,False,False,False,False,False,False,False,,FALSE
18924,Fundraisers,"Write speeches, press releases, or other promotional materials to increase awareness of the causes, missions, or goals of organizations seeking funds.",39d11dd4-ecec-4914-b456-837b59a82a72,2025/5/5,Novice,2,1,2,1,1,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
18918,Fundraisers,"Monitor budgets, expense reports, or other financial data for fundraising organizations.",39d11dd4-ecec-4914-b456-837b59a82a72,2025/5/5,Novice,2,1,1,2,2,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
14670,Computer Systems Engineers/Architects,Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.,b7f7d3c6-867c-4d42-bc1a-2f5c23773973,2025/5/5,Expert,3,1,2,1,1,True,True,False,False,False,False,1,4,3,4,3,False,True,False,True,True,True,False,,
14673,Computer Systems Engineers/Architects,"Identify system data, hardware, or software components required to meet user needs.",b7f7d3c6-867c-4d42-bc1a-2f5c23773973,2025/5/5,Expert,3,1,2,1,1,True,False,True,False,False,False,1,4,3,3,3,False,True,True,True,True,False,False,,
14686,Computer Systems Engineers/Architects,"Research, test, or verify proper functioning of software patches and fixes.",b7f7d3c6-867c-4d42-bc1a-2f5c23773973,2025/5/5,Expert,5,1,1,1,1,True,True,True,False,False,True,1,1,1,2,1,False,False,False,False,False,False,False,,FALSE
14667,Computer Systems Engineers/Architects,"Provide advice on project costs, design concepts, or design changes.",b7f7d3c6-867c-4d42-bc1a-2f5c23773973,2025/5/5,Average,4,1,2,1,1,True,False,True,False,False,False,1,4,2,2,2,False,False,False,False,False,False,False,,FALSE
14672,Computer Systems Engineers/Architects,Provide technical guidance or support for the development or troubleshooting of systems.,b7f7d3c6-867c-4d42-bc1a-2f5c23773973,2025/5/5,Expert,4,1,4,1,1,True,True,False,True,True,False,1,4,3,3,3,False,True,True,True,True,True,False,,
14687,Computer Systems Engineers/Architects,"Communicate project information through presentations, technical reports, or white papers.",b7f7d3c6-867c-4d42-bc1a-2f5c23773973,2025/5/5,Novice,3,1,1,1,1,True,False,True,True,True,False,1,4,4,3,3,False,True,True,True,True,True,False,,
14675,Computer Systems Engineers/Architects,Monitor system operation to detect potential problems.,b7f7d3c6-867c-4d42-bc1a-2f5c23773973,2025/5/5,Average,5,1,2,1,1,True,False,False,True,False,True,1,1,2,3,1,False,False,False,False,False,False,False,,FALSE
9758,Reservation and Transportation Ticket Agents and Travel Clerks,Examine passenger documentation to determine destinations and to assign boarding passes.,6eea9af0-0b55-4c3c-a487-ddb5ad4bd58b,2025/5/5,Average,4,1,2,1,2,True,True,False,False,False,True,1,3,3,3,2,False,False,False,False,False,False,False,,FALSE
9754,Reservation and Transportation Ticket Agents and Travel Clerks,"Determine whether space is available on travel dates requested by customers, assigning requested spaces when available.",6eea9af0-0b55-4c3c-a487-ddb5ad4bd58b,2025/5/5,Expert,2,4,5,3,4,False,False,False,False,False,False,2,4,3,4,4,True,False,True,True,True,False,False,FALSE,
9753,Reservation and Transportation Ticket Agents and Travel Clerks,"Assemble and issue required documentation, such as tickets, travel insurance policies, or itineraries.",6eea9af0-0b55-4c3c-a487-ddb5ad4bd58b,2025/5/5,Expert,2,3,4,2,3,False,False,False,False,False,False,4,3,4,4,4,True,True,True,True,True,True,False,FALSE,
9756,Reservation and Transportation Ticket Agents and Travel Clerks,Maintain computerized inventories of available passenger space and provide information on space reserved or available.,6eea9af0-0b55-4c3c-a487-ddb5ad4bd58b,2025/5/5,Average,4,1,2,2,2,False,False,True,True,True,False,2,2,1,2,2,False,False,False,False,False,False,False,,FALSE
9755,Reservation and Transportation Ticket Agents and Travel Clerks,"Inform clients of essential travel information, such as travel times, transportation connections, or medical and visa requirements.",6eea9af0-0b55-4c3c-a487-ddb5ad4bd58b,2025/5/5,Expert,2,3,3,2,3,False,False,False,False,False,False,2,3,1,3,3,False,False,True,True,True,False,False,FALSE,
9752,Reservation and Transportation Ticket Agents and Travel Clerks,"Answer inquiries regarding information, such as schedules, accommodations, procedures, or policies.",6eea9af0-0b55-4c3c-a487-ddb5ad4bd58b,2025/5/5,Expert,2,2,4,2,3,False,False,False,False,False,False,2,3,3,3,3,False,True,True,False,True,True,False,FALSE,
9749,Reservation and Transportation Ticket Agents and Travel Clerks,"Plan routes, itineraries, and accommodation details, and compute fares and fees, using schedules, rate books, and computers.",6eea9af0-0b55-4c3c-a487-ddb5ad4bd58b,2025/5/5,Expert,2,2,4,2,4,False,False,False,False,False,False,2,3,1,3,3,False,False,True,True,True,False,False,FALSE,
9766,Reservation and Transportation Ticket Agents and Travel Clerks,"Provide customers with travel suggestions and information sources, such as guides, directories, brochures, or maps.",6eea9af0-0b55-4c3c-a487-ddb5ad4bd58b,2025/5/5,Average,3,1,3,2,2,True,False,False,False,False,True,1,3,1,2,2,False,False,False,False,False,False,False,,FALSE
9767,Reservation and Transportation Ticket Agents and Travel Clerks,Contact customers or travel agents to advise them of travel conveyance changes or to confirm reservations.,6eea9af0-0b55-4c3c-a487-ddb5ad4bd58b,2025/5/5,Expert,3,1,3,2,3,True,False,False,False,False,True,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
1411,Mechanical Engineers,"Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.",bc83cb1a-e75f-4513-9808-56131c2592e9,2025/5/5,Average,5,1,3,2,3,True,False,True,True,False,False,5,1,3,4,4,False,False,True,False,True,False,False,,
20735,Mechanical Engineers,"Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.",bc83cb1a-e75f-4513-9808-56131c2592e9,2025/5/5,Average,5,2,4,2,3,False,False,True,True,False,False,4,3,4,5,3,False,True,True,False,True,False,False,,
20735,Mechanical Engineers,"Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.",16afd36f-be6e-4d00-8b11-34f3d4a4fa06,2025/5/5,Expert,4,4,5,4,4,False,False,True,False,True,True,1,4,4,4,3,False,True,True,True,True,True,False,,
20736,Mechanical Engineers,"Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations.",16afd36f-be6e-4d00-8b11-34f3d4a4fa06,2025/5/5,Expert,4,2,3,2,2,True,True,False,False,False,False,2,2,2,3,2,False,False,False,False,False,False,False,,FALSE
23193,"Securities, Commodities, and Financial Services Sales Agents",Monitor markets or positions.,0b605a9d-c425-4c60-8e12-10758102cd32,2025/5/5,Average,3,3,2,5,2,True,False,True,False,False,False,2,1,3,2,4,True,True,False,False,False,True,False,,
23195,"Securities, Commodities, and Financial Services Sales Agents",Keep accurate records of transactions.,0b605a9d-c425-4c60-8e12-10758102cd32,2025/5/5,Expert,2,4,3,1,5,False,False,False,False,False,False,2,2,2,4,4,True,True,True,True,True,True,True,FALSE,
23197,"Securities, Commodities, and Financial Services Sales Agents",Complete sales order tickets and submit for processing of client-requested transactions.,0b605a9d-c425-4c60-8e12-10758102cd32,2025/5/5,Average,4,4,2,3,2,False,False,True,False,False,False,2,3,3,2,3,False,False,False,False,False,True,True,,
23205,"Securities, Commodities, and Financial Services Sales Agents",Review all securities transactions to ensure accuracy of information and conformance to governing agency regulations.,0b605a9d-c425-4c60-8e12-10758102cd32,2025/5/5,Expert,2,3,4,2,3,False,False,False,False,False,False,2,2,3,3,3,True,True,True,True,True,True,True,FALSE,
23208,"Securities, Commodities, and Financial Services Sales Agents","Track and analyze factors that affect price movement, such as trade policies, weather conditions, political developments, or supply and demand changes.",0b605a9d-c425-4c60-8e12-10758102cd32,2025/5/5,Average,3,3,4,2,2,True,True,True,True,True,True,2,2,3,3,3,True,True,True,True,True,True,True,,
23209,"Securities, Commodities, and Financial Services Sales Agents","Inform other traders, managers, or customers of market conditions, including volume, price, competition, or dynamics.",0b605a9d-c425-4c60-8e12-10758102cd32,2025/5/5,Expert,4,4,5,1,5,True,True,True,True,True,True,2,3,3,2,4,True,True,True,True,True,True,True,,
23213,"Securities, Commodities, and Financial Services Sales Agents",Calculate costs for billings or commissions.,0b605a9d-c425-4c60-8e12-10758102cd32,2025/5/5,Expert,2,1,5,2,3,False,False,False,False,False,False,3,3,2,3,4,True,True,True,True,True,True,True,FALSE,
23214,"Securities, Commodities, and Financial Services Sales Agents",Prepare financial reports to monitor client or corporate finances.,0b605a9d-c425-4c60-8e12-10758102cd32,2025/5/5,Expert,2,1,4,1,3,False,False,False,False,False,False,3,2,2,3,4,True,True,True,True,True,True,True,FALSE,
1300,Database Administrators,"Test programs or databases, correct errors, and make necessary modifications.",faf9e845-8ee3-44ad-92b9-3515ecaf1481,2025/5/5,Expert,3,4,4,1,4,False,True,False,True,False,False,3,3,3,4,3,False,False,False,False,True,False,True,,
1301,Database Administrators,"Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.",faf9e845-8ee3-44ad-92b9-3515ecaf1481,2025/5/5,Average,3,3,4,1,4,False,False,True,True,False,False,2,3,3,4,4,True,False,True,False,False,False,False,,
1299,Database Administrators,Modify existing databases and database management systems or direct programmers and analysts to make changes.,faf9e845-8ee3-44ad-92b9-3515ecaf1481,2025/5/5,Expert,2,2,2,1,4,False,False,False,False,False,False,2,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
1305,Database Administrators,Specify users and user access levels for each segment of database.,faf9e845-8ee3-44ad-92b9-3515ecaf1481,2025/5/5,Expert,3,2,2,1,3,False,False,False,False,False,True,3,2,3,3,4,False,False,False,False,True,False,False,,
1313,Database Administrators,"Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.",faf9e845-8ee3-44ad-92b9-3515ecaf1481,2025/5/5,Expert,1,2,2,2,4,False,False,False,False,False,False,2,3,3,3,3,True,False,False,False,False,False,True,FALSE,
1314,Database Administrators,"Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.",faf9e845-8ee3-44ad-92b9-3515ecaf1481,2025/5/5,Average,3,2,2,1,3,False,False,True,False,False,False,3,3,2,3,3,True,False,False,False,True,False,False,,
23195,"Securities, Commodities, and Financial Services Sales Agents",Keep accurate records of transactions.,7629e0c7-88cb-4bd7-9b89-5bafe47d74e0,2025/5/5,Average,3,2,3,1,4,True,True,True,False,False,True,2,2,2,2,5,True,True,True,True,False,True,False,,
23197,"Securities, Commodities, and Financial Services Sales Agents",Complete sales order tickets and submit for processing of client-requested transactions.,7629e0c7-88cb-4bd7-9b89-5bafe47d74e0,2025/5/5,Average,3,3,2,3,3,True,True,True,False,False,False,3,3,3,3,5,False,True,True,True,True,True,False,,
23205,"Securities, Commodities, and Financial Services Sales Agents",Review all securities transactions to ensure accuracy of information and conformance to governing agency regulations.,7629e0c7-88cb-4bd7-9b89-5bafe47d74e0,2025/5/5,Average,2,1,2,2,2,False,False,False,False,False,False,2,1,3,1,1,False,False,False,False,False,False,False,FALSE,FALSE
23209,"Securities, Commodities, and Financial Services Sales Agents","Inform other traders, managers, or customers of market conditions, including volume, price, competition, or dynamics.",7629e0c7-88cb-4bd7-9b89-5bafe47d74e0,2025/5/5,Average,5,1,1,1,3,False,True,True,True,False,False,3,2,2,2,5,False,False,False,False,False,False,False,,
18931,Fundraisers,Write and send letters of thanks to donors.,55ccdd77-7a9b-4a16-bb9c-ffc7e7f3e8f6,2025/5/5,Expert,5,4,2,3,1,True,True,True,False,False,False,3,4,2,2,3,True,False,True,True,True,False,True,,"Specifically, if pronouns &/or nicknames (pet names) need or not to be captured in the thanks "
18907,Fundraisers,Create or update donor databases.,55ccdd77-7a9b-4a16-bb9c-ffc7e7f3e8f6,2025/5/5,Expert,4,4,3,2,1,True,True,False,True,True,True,4,1,1,3,2,False,False,False,False,False,False,False,,FALSE
18912,Fundraisers,Develop strategies to encourage new or increased contributions.,55ccdd77-7a9b-4a16-bb9c-ffc7e7f3e8f6,2025/5/5,Expert,2,5,5,5,3,False,False,False,False,False,False,5,5,5,4,5,True,True,True,True,True,True,True,FALSE,
18911,Fundraisers,"Develop or implement fundraising activities, such as annual giving campaigns or direct mail programs.",55ccdd77-7a9b-4a16-bb9c-ffc7e7f3e8f6,2025/5/5,Expert,2,3,4,2,2,False,False,False,False,False,False,4,5,5,3,4,False,True,True,True,True,False,True,FALSE,
18926,Fundraisers,"Conduct research to identify the goals, net worth, charitable donation history, or other data related to potential donors, potential investors, or general donor markets.",55ccdd77-7a9b-4a16-bb9c-ffc7e7f3e8f6,2025/5/5,Expert,1,2,3,1,3,False,False,False,False,False,False,5,2,4,2,4,False,True,True,False,True,True,True,FALSE,
18919,Fundraisers,Monitor progress of fundraising drives.,55ccdd77-7a9b-4a16-bb9c-ffc7e7f3e8f6,2025/5/5,Average,5,2,1,1,1,False,True,False,True,False,False,1,4,2,3,2,False,False,False,False,False,False,False,,FALSE
18932,Fundraisers,Write reports or prepare presentations to communicate fundraising program data.,55ccdd77-7a9b-4a16-bb9c-ffc7e7f3e8f6,2025/5/5,Expert,3,1,2,4,1,False,False,False,True,True,False,2,4,1,4,4,False,False,True,False,True,True,False,,
18908,Fundraisers,"Design or produce materials such as posters, Web sites, or newsletters to promote, market, or advertise fundraising events.",55ccdd77-7a9b-4a16-bb9c-ffc7e7f3e8f6,2025/5/5,Average,3,1,1,3,4,False,True,False,False,False,True,4,2,1,3,4,True,True,False,False,True,True,False,,
18924,Fundraisers,"Write speeches, press releases, or other promotional materials to increase awareness of the causes, missions, or goals of organizations seeking funds.",55ccdd77-7a9b-4a16-bb9c-ffc7e7f3e8f6,2025/5/5,Expert,2,2,4,5,4,False,False,False,False,False,False,3,5,4,5,5,False,True,True,True,True,False,False,FALSE,
18918,Fundraisers,"Monitor budgets, expense reports, or other financial data for fundraising organizations.",55ccdd77-7a9b-4a16-bb9c-ffc7e7f3e8f6,2025/5/5,Average,5,2,3,4,1,False,True,True,True,False,False,1,5,1,3,4,True,True,False,False,True,False,True,,
23193,"Securities, Commodities, and Financial Services Sales Agents",Monitor markets or positions.,e34d90f5-2116-4d18-bd55-a87d9454843d,2025/5/6,Expert,5,4,4,1,4,True,True,True,True,False,False,1,1,5,5,2,False,False,False,False,False,False,False,,FALSE
23205,"Securities, Commodities, and Financial Services Sales Agents",Review all securities transactions to ensure accuracy of information and conformance to governing agency regulations.,e34d90f5-2116-4d18-bd55-a87d9454843d,2025/5/6,Expert,4,2,3,4,1,True,True,False,True,False,False,1,1,1,3,3,False,False,True,False,True,False,False,,
23208,"Securities, Commodities, and Financial Services Sales Agents","Track and analyze factors that affect price movement, such as trade policies, weather conditions, political developments, or supply and demand changes.",e34d90f5-2116-4d18-bd55-a87d9454843d,2025/5/6,Average,4,2,4,2,1,True,False,False,True,True,False,1,1,4,4,3,False,True,True,False,False,False,False,,
23209,"Securities, Commodities, and Financial Services Sales Agents","Inform other traders, managers, or customers of market conditions, including volume, price, competition, or dynamics.",e34d90f5-2116-4d18-bd55-a87d9454843d,2025/5/6,Expert,5,1,3,1,3,True,False,False,False,False,False,1,5,1,3,2,False,False,False,False,False,False,False,,FALSE
23213,"Securities, Commodities, and Financial Services Sales Agents",Calculate costs for billings or commissions.,e34d90f5-2116-4d18-bd55-a87d9454843d,2025/5/6,Average,4,1,2,1,1,False,True,False,False,False,False,1,2,1,2,2,False,False,False,False,False,False,False,,FALSE
23214,"Securities, Commodities, and Financial Services Sales Agents",Prepare financial reports to monitor client or corporate finances.,e34d90f5-2116-4d18-bd55-a87d9454843d,2025/5/6,Expert,4,3,5,5,1,True,True,True,True,True,False,1,3,2,5,2,False,False,False,False,False,False,False,,FALSE
1301,Database Administrators,"Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.",2a13f6f1-e76d-4666-9244-410c8f5cafcf,2025/5/6,Novice,2,1,1,1,1,False,False,False,False,False,False,1,2,2,2,1,False,False,False,False,False,False,False,FALSE,FALSE
1305,Database Administrators,Specify users and user access levels for each segment of database.,2a13f6f1-e76d-4666-9244-410c8f5cafcf,2025/5/6,Novice,3,1,1,2,1,True,True,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
1314,Database Administrators,"Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.",2a13f6f1-e76d-4666-9244-410c8f5cafcf,2025/5/6,Novice,2,1,1,1,1,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
1026,Purchasing Managers,Analyze market and delivery systems to assess present and future material availability.,80397cc2-8061-42d5-b4c4-1faa1e822139,2025/5/6,Novice,3,1,1,2,2,True,False,False,False,False,True,1,3,3,3,2,False,False,False,False,False,False,False,,FALSE
1411,Mechanical Engineers,"Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.",46a17c95-20e5-4a22-a45d-6109179a7f6a,2025/5/6,Average,3,1,3,4,3,True,True,True,False,False,True,5,2,2,2,2,False,False,False,False,False,False,False,,FALSE
20737,Mechanical Engineers,"Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software.",46a17c95-20e5-4a22-a45d-6109179a7f6a,2025/5/6,Average,4,1,3,2,4,False,False,True,True,True,False,3,4,4,4,4,True,True,True,True,True,True,True,,
1418,Mechanical Engineers,Provide feedback to design engineers on customer problems or needs.,46a17c95-20e5-4a22-a45d-6109179a7f6a,2025/5/6,Expert,3,3,4,4,4,False,False,True,True,True,False,2,4,4,4,3,False,True,False,False,True,True,True,,
1300,Database Administrators,"Test programs or databases, correct errors, and make necessary modifications.",ffe7e923-60d2-4223-a6c7-37e092f9ad87,2025/5/6,Novice,4,2,2,1,1,True,True,True,False,False,True,1,1,1,1,3,False,False,True,False,True,False,False,,
1301,Database Administrators,"Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.",ffe7e923-60d2-4223-a6c7-37e092f9ad87,2025/5/6,Average,2,1,2,1,2,False,False,False,False,False,False,2,2,3,3,3,False,True,False,False,True,False,False,FALSE,
1299,Database Administrators,Modify existing databases and database management systems or direct programmers and analysts to make changes.,ffe7e923-60d2-4223-a6c7-37e092f9ad87,2025/5/6,Expert,3,2,3,2,1,False,True,False,False,True,False,2,2,2,2,3,False,True,False,False,True,False,False,,
1314,Database Administrators,"Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.",ffe7e923-60d2-4223-a6c7-37e092f9ad87,2025/5/6,Expert,2,3,2,1,1,False,False,False,False,False,False,1,2,2,4,4,False,False,True,False,True,True,False,FALSE,
19594,"Architects, Except Landscape and Naval",Gather information related to projects' environmental sustainability or operational efficiency.,093f93de-3688-4600-bd49-bd5c1c2a1c4f,2025/5/6,Average,5,1,2,1,2,True,True,False,False,False,False,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
20483,"Architects, Except Landscape and Naval",Develop final construction plans that include aesthetic representations of the structure or details for its construction.,093f93de-3688-4600-bd49-bd5c1c2a1c4f,2025/5/6,Expert,3,4,5,4,3,False,False,True,False,False,False,2,4,3,4,3,False,True,True,True,False,False,True,,
130,"Architects, Except Landscape and Naval","Prepare information regarding design, structure specifications, materials, color, equipment, estimated costs, or construction time.",093f93de-3688-4600-bd49-bd5c1c2a1c4f,2025/5/6,Average,4,2,5,3,2,False,True,False,False,True,False,2,3,2,3,3,False,False,False,False,False,False,False,,
20486,"Architects, Except Landscape and Naval",Plan layouts of structural architectural projects.,093f93de-3688-4600-bd49-bd5c1c2a1c4f,2025/5/6,Average,5,2,4,3,3,False,True,False,True,True,False,1,2,3,4,3,False,False,True,True,True,True,True,,
20488,"Architects, Except Landscape and Naval","Create three-dimensional or interactive representations of designs, using computer-assisted design software.",093f93de-3688-4600-bd49-bd5c1c2a1c4f,2025/5/6,Expert,4,3,5,4,4,False,True,False,False,True,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
87,Cost Estimators,Prepare cost and expenditure statements and other necessary documentation at regular intervals for the duration of the project.,f8f846fa-83c8-4c7e-808b-91bed4a78264,2025/5/6,Expert,2,4,5,4,4,False,False,False,False,False,False,4,4,4,4,2,False,False,False,False,False,False,False,FALSE,FALSE
14734,Web Administrators,"Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.",eec00b04-d932-4142-be46-df770d15c782,2025/5/6,Expert,4,3,4,2,3,True,False,True,True,False,False,1,3,4,4,2,False,False,False,False,False,False,False,,FALSE
14731,Web Administrators,Back up or modify applications and related data to provide for disaster recovery.,eec00b04-d932-4142-be46-df770d15c782,2025/5/6,Expert,3,2,5,4,4,True,True,False,False,False,True,2,1,2,2,1,False,False,False,False,False,False,False,,FALSE
14758,Web Administrators,"Correct testing-identified problems, or recommend actions for their resolution.",eec00b04-d932-4142-be46-df770d15c782,2025/5/6,Expert,4,3,4,2,2,False,False,True,True,True,False,1,3,4,4,2,False,False,False,False,False,False,False,,FALSE
14732,Web Administrators,"Determine sources of Web page or server problems, and take action to correct such problems.",eec00b04-d932-4142-be46-df770d15c782,2025/5/6,Average,3,2,3,2,3,False,False,True,True,True,False,5,1,4,4,2,False,False,False,False,False,False,False,,FALSE
14740,Web Administrators,"Implement updates, upgrades, and patches in a timely manner to limit loss of service.",eec00b04-d932-4142-be46-df770d15c782,2025/5/6,Expert,2,2,3,1,4,False,False,False,False,False,False,1,2,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
14749,Web Administrators,"Track, compile, and analyze Web site usage data.",eec00b04-d932-4142-be46-df770d15c782,2025/5/6,Expert,4,2,4,3,2,True,True,False,True,True,False,1,2,2,4,2,False,False,False,False,False,False,False,,FALSE
14733,Web Administrators,"Review or update Web page content or links in a timely manner, using appropriate tools.",eec00b04-d932-4142-be46-df770d15c782,2025/5/6,Expert,2,4,4,3,4,False,False,False,False,False,False,1,2,2,4,3,False,False,False,False,True,False,True,FALSE,
14743,Web Administrators,"Install or configure Web server software or hardware to ensure that directory structure is well-defined, logical, and secure, and that files are named properly.",eec00b04-d932-4142-be46-df770d15c782,2025/5/6,Expert,3,2,3,2,3,False,True,True,True,True,False,2,3,3,3,2,False,False,False,False,False,False,False,,FALSE
14744,Web Administrators,"Gather, analyze, or document user feedback to locate or resolve sources of problems.",eec00b04-d932-4142-be46-df770d15c782,2025/5/6,Expert,2,4,5,3,4,False,False,False,False,False,False,1,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
14762,Web Administrators,Set up or maintain monitoring tools on Web servers or Web sites.,eec00b04-d932-4142-be46-df770d15c782,2025/5/6,Expert,4,3,4,2,3,True,False,True,False,False,True,1,2,2,3,2,False,False,False,False,False,False,False,,FALSE
20854,"Energy Engineers, Except Wind and Solar",Identify and recommend energy savings strategies to achieve more energy-efficient operation.,5a565eab-1aa3-408a-9525-dd7d83bc4348,2025/5/6,Expert,3,4,5,2,4,False,False,True,False,False,False,2,2,3,3,2,False,False,False,False,False,False,False,,FALSE
18156,"Energy Engineers, Except Wind and Solar",Monitor and analyze energy consumption.,5a565eab-1aa3-408a-9525-dd7d83bc4348,2025/5/6,Expert,4,4,4,1,3,False,False,True,True,True,False,1,1,4,3,2,False,False,False,False,False,False,False,,FALSE
20858,"Energy Engineers, Except Wind and Solar",Verify energy bills and meter readings.,5a565eab-1aa3-408a-9525-dd7d83bc4348,2025/5/6,Expert,2,5,5,4,4,False,False,False,False,False,False,3,3,2,2,3,True,False,False,False,True,False,False,FALSE,
20861,"Energy Engineers, Except Wind and Solar",Prepare energy-related project reports or related documentation.,5a565eab-1aa3-408a-9525-dd7d83bc4348,2025/5/6,Average,2,3,3,1,3,False,False,False,False,False,False,2,3,1,1,4,False,False,False,False,False,False,False,FALSE,
18157,"Energy Engineers, Except Wind and Solar",Promote awareness or use of alternative or renewable energy sources.,5a565eab-1aa3-408a-9525-dd7d83bc4348,2025/5/6,Expert,2,2,4,4,4,False,False,False,False,False,False,4,5,1,2,4,True,False,True,False,False,False,False,FALSE,
19648,"Energy Engineers, Except Wind and Solar",Write or install energy management routines for building automation systems.,5a565eab-1aa3-408a-9525-dd7d83bc4348,2025/5/6,Average,4,1,2,1,2,False,False,True,True,True,False,3,3,2,3,3,True,True,False,False,True,False,False,,
19004,Computer Network Support Specialists,Back up network data.,4fba52da-cd7e-4484-aa07-1eb3afb81369,2025/5/6,Expert,4,1,2,1,3,True,False,False,False,False,True,1,1,1,4,2,False,False,False,False,False,False,False,,FALSE
18991,Computer Network Support Specialists,Configure security settings or access permissions for groups or individuals.,4fba52da-cd7e-4484-aa07-1eb3afb81369,2025/5/6,Expert,1,1,4,2,1,False,False,False,False,False,False,1,3,3,4,5,False,True,True,True,True,True,True,FALSE,
18993,Computer Network Support Specialists,Document network support activities.,4fba52da-cd7e-4484-aa07-1eb3afb81369,2025/5/6,Expert,4,2,3,2,1,True,True,False,True,False,False,1,2,2,4,2,False,False,False,False,False,False,False,,FALSE
18992,Computer Network Support Specialists,Configure wide area network (WAN) or local area network (LAN) routers or related equipment.,4fba52da-cd7e-4484-aa07-1eb3afb81369,2025/5/6,Expert,2,1,4,1,3,False,False,False,False,False,False,2,2,4,4,3,False,True,True,False,True,False,False,FALSE,
19002,Computer Network Support Specialists,Troubleshoot network or connectivity problems for users or user groups.,4fba52da-cd7e-4484-aa07-1eb3afb81369,2025/5/6,Expert,5,1,4,2,2,True,False,True,True,True,True,3,3,3,4,2,False,False,False,False,False,False,False,,FALSE
19010,Computer Network Support Specialists,Provide telephone support related to networking or connectivity issues.,4fba52da-cd7e-4484-aa07-1eb3afb81369,2025/5/6,Average,5,1,1,1,1,True,True,True,True,False,True,3,5,2,4,2,False,False,False,False,False,False,False,,FALSE
18989,Computer Network Support Specialists,"Analyze network data to determine network usage, disk space availability, or server function.",4fba52da-cd7e-4484-aa07-1eb3afb81369,2025/5/6,Expert,3,1,3,1,1,True,False,True,False,True,True,1,2,1,4,2,False,False,False,False,False,False,False,,FALSE
14648,Software Quality Assurance Analysts and Testers,Document test procedures to ensure replicability and compliance with standards.,9c374577-b1e8-49d8-9539-8a105facbf9d,2025/5/6,Novice,3,3,2,3,3,False,False,False,True,False,False,3,4,4,4,4,False,False,False,False,False,False,False,,
14654,Software Quality Assurance Analysts and Testers,Monitor program performance to ensure efficient and problem-free operations.,9c374577-b1e8-49d8-9539-8a105facbf9d,2025/5/6,Expert,4,4,3,4,3,False,True,False,False,False,False,3,4,3,3,4,False,False,False,False,False,True,False,,
14655,Software Quality Assurance Analysts and Testers,"Conduct software compatibility tests with programs, hardware, operating systems, or network environments.",9c374577-b1e8-49d8-9539-8a105facbf9d,2025/5/6,Novice,3,4,3,3,4,False,True,False,False,False,False,3,5,2,5,3,False,False,False,False,False,False,False,,
16786,Bioinformatics Scientists,Develop new software applications or customize existing applications to meet specific scientific project needs.,af273148-7854-4ebe-8525-6faee7b3c12d,2025/5/6,Novice,5,5,5,1,1,True,False,False,False,False,True,1,2,2,3,3,False,False,False,False,False,False,False,,
16788,Bioinformatics Scientists,Create or modify web-based bioinformatics tools.,af273148-7854-4ebe-8525-6faee7b3c12d,2025/5/6,Expert,5,3,3,1,1,True,True,True,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,,FALSE
16791,Bioinformatics Scientists,"Compile data for use in activities, such as gene expression profiling, genome annotation, or structural bioinformatics.",af273148-7854-4ebe-8525-6faee7b3c12d,2025/5/6,Novice,5,3,2,1,1,True,True,True,False,False,True,1,1,1,1,1,False,False,False,False,False,False,False,,FALSE
15415,Quality Control Systems Managers,Review and update standard operating procedures or quality assurance manuals.,5c5c0757-d4fd-46fb-b9e8-3c4c178dc9a5,2025/5/7,Expert,2,5,5,2,4,False,False,False,False,False,False,3,4,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
15430,Quality Control Systems Managers,Monitor performance of quality control systems to ensure effectiveness and efficiency.,5c5c0757-d4fd-46fb-b9e8-3c4c178dc9a5,2025/5/7,Expert,2,4,4,2,4,False,False,False,False,False,False,4,4,4,4,3,True,True,True,True,True,True,True,FALSE,
15414,Quality Control Systems Managers,Review quality documentation necessary for regulatory submissions and inspections.,5c5c0757-d4fd-46fb-b9e8-3c4c178dc9a5,2025/5/7,Expert,2,2,3,2,3,False,False,False,False,False,False,3,3,3,3,3,False,False,True,True,True,True,True,FALSE,
15428,Quality Control Systems Managers,Analyze quality control test results and provide feedback and interpretation to production management or staff.,5c5c0757-d4fd-46fb-b9e8-3c4c178dc9a5,2025/5/7,Expert,2,3,3,2,3,False,False,False,False,False,False,3,3,3,3,2,False,False,False,False,False,False,False,FALSE,FALSE
15416,Quality Control Systems Managers,"Produce reports regarding nonconformance of products or processes, daily production quality, root cause analyses, or quality trends.",5c5c0757-d4fd-46fb-b9e8-3c4c178dc9a5,2025/5/7,Expert,3,2,2,2,2,True,True,True,False,False,True,3,2,2,3,3,True,False,True,True,True,True,True,,
15427,Quality Control Systems Managers,"Communicate quality control information to all relevant organizational departments, outside vendors, or contractors.",5c5c0757-d4fd-46fb-b9e8-3c4c178dc9a5,2025/5/7,Expert,3,3,3,2,2,True,True,False,False,False,True,2,2,2,3,2,False,False,False,False,False,False,False,,FALSE
15425,Quality Control Systems Managers,Create and implement inspection and testing criteria or procedures.,5c5c0757-d4fd-46fb-b9e8-3c4c178dc9a5,2025/5/7,Expert,2,4,4,2,4,False,False,False,False,False,False,3,3,3,3,3,True,False,True,True,False,True,True,FALSE,
15423,Quality Control Systems Managers,"Document testing procedures, methodologies, or criteria.",5c5c0757-d4fd-46fb-b9e8-3c4c178dc9a5,2025/5/7,Expert,2,5,5,4,5,False,False,False,False,False,False,2,4,2,4,3,False,False,True,True,True,True,True,FALSE,
18157,"Energy Engineers, Except Wind and Solar",Promote awareness or use of alternative or renewable energy sources.,3fd5992b-d656-444a-9e88-593fbf5ecf45,2025/5/7,Average,1,3,2,1,1,False,False,False,False,False,False,2,2,2,2,4,False,False,False,False,False,True,False,FALSE,
16265,Biostatisticians,"Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.",aeb35b63-2b46-456c-89a2-a87adb8666c9,2025/5/7,Novice,2,5,5,2,3,False,False,False,False,False,False,5,4,5,5,4,False,True,True,False,True,False,True,FALSE,
16252,Biostatisticians,Prepare tables and graphs to present clinical data or results.,aeb35b63-2b46-456c-89a2-a87adb8666c9,2025/5/7,Expert,5,4,4,5,3,True,False,False,False,False,False,1,1,4,1,2,False,False,False,False,False,False,False,,FALSE
16262,Biostatisticians,Review clinical or other medical research protocols and recommend appropriate statistical analyses.,aeb35b63-2b46-456c-89a2-a87adb8666c9,2025/5/7,Average,1,3,3,1,3,False,False,False,False,False,False,1,2,5,5,5,False,True,True,False,True,False,True,FALSE,
9758,Reservation and Transportation Ticket Agents and Travel Clerks,Examine passenger documentation to determine destinations and to assign boarding passes.,8ca9e90f-65e5-449e-b078-620e0be997b3,2025/5/7,Expert,2,2,4,5,3,False,False,False,False,False,False,1,1,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
9762,Reservation and Transportation Ticket Agents and Travel Clerks,"Trace lost, delayed, or misdirected baggage for customers.",8ca9e90f-65e5-449e-b078-620e0be997b3,2025/5/7,Average,2,2,3,4,2,False,False,False,False,False,False,3,4,3,4,3,True,False,True,True,False,True,False,FALSE,
9754,Reservation and Transportation Ticket Agents and Travel Clerks,"Determine whether space is available on travel dates requested by customers, assigning requested spaces when available.",8ca9e90f-65e5-449e-b078-620e0be997b3,2025/5/7,Expert,3,4,5,5,3,False,False,False,False,False,True,1,1,2,1,1,False,False,False,False,False,False,False,,FALSE
9753,Reservation and Transportation Ticket Agents and Travel Clerks,"Assemble and issue required documentation, such as tickets, travel insurance policies, or itineraries.",8ca9e90f-65e5-449e-b078-620e0be997b3,2025/5/7,Expert,2,3,5,4,3,False,False,False,False,False,False,1,1,2,3,2,False,False,False,False,False,False,False,FALSE,FALSE
9756,Reservation and Transportation Ticket Agents and Travel Clerks,Maintain computerized inventories of available passenger space and provide information on space reserved or available.,8ca9e90f-65e5-449e-b078-620e0be997b3,2025/5/7,Expert,5,2,4,3,1,False,False,True,True,False,True,1,2,3,1,1,False,False,False,False,False,False,False,,FALSE
9755,Reservation and Transportation Ticket Agents and Travel Clerks,"Inform clients of essential travel information, such as travel times, transportation connections, or medical and visa requirements.",8ca9e90f-65e5-449e-b078-620e0be997b3,2025/5/7,Expert,2,3,3,3,3,False,False,False,False,False,False,1,1,2,3,1,False,False,False,False,False,False,False,FALSE,FALSE
9752,Reservation and Transportation Ticket Agents and Travel Clerks,"Answer inquiries regarding information, such as schedules, accommodations, procedures, or policies.",8ca9e90f-65e5-449e-b078-620e0be997b3,2025/5/7,Expert,3,4,4,4,3,False,False,False,False,False,True,1,1,2,2,1,False,False,False,False,False,False,False,,FALSE
9751,Reservation and Transportation Ticket Agents and Travel Clerks,Prepare customer invoices and accept payment.,8ca9e90f-65e5-449e-b078-620e0be997b3,2025/5/7,Expert,2,4,5,4,3,False,False,False,False,False,False,1,1,3,1,1,False,False,False,False,False,False,False,FALSE,FALSE
9749,Reservation and Transportation Ticket Agents and Travel Clerks,"Plan routes, itineraries, and accommodation details, and compute fares and fees, using schedules, rate books, and computers.",8ca9e90f-65e5-449e-b078-620e0be997b3,2025/5/7,Expert,1,3,4,3,4,False,False,False,False,False,False,1,2,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
9766,Reservation and Transportation Ticket Agents and Travel Clerks,"Provide customers with travel suggestions and information sources, such as guides, directories, brochures, or maps.",8ca9e90f-65e5-449e-b078-620e0be997b3,2025/5/7,Expert,1,5,4,4,5,False,False,False,False,False,False,1,2,2,4,2,False,False,False,False,False,False,False,FALSE,FALSE
16252,Biostatisticians,Prepare tables and graphs to present clinical data or results.,ca8a8e3e-20d2-4d91-9036-c055085c569e,2025/5/7,Average,2,4,4,3,3,False,False,False,False,False,False,1,1,2,2,3,False,False,True,False,True,False,False,FALSE,
16249,Biostatisticians,Write program code to analyze data with statistical analysis software.,ca8a8e3e-20d2-4d91-9036-c055085c569e,2025/5/7,Average,2,2,4,2,4,False,False,False,False,False,False,1,1,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
16976,Quality Control Analysts,Evaluate analytical methods and procedures to determine how they might be improved.,95098175-0525-44ef-b5f6-c9afb153869b,2025/5/8,Average,3,2,3,4,2,True,False,False,False,False,False,4,4,1,5,4,False,True,True,False,True,True,False,,
16966,Quality Control Analysts,Supply quality control data necessary for regulatory submissions.,95098175-0525-44ef-b5f6-c9afb153869b,2025/5/8,Average,2,3,3,4,2,False,False,False,False,False,False,1,4,4,5,2,False,False,False,False,False,False,False,FALSE,FALSE
16974,Quality Control Analysts,"Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.",95098175-0525-44ef-b5f6-c9afb153869b,2025/5/8,Novice,2,1,1,1,1,False,False,False,False,False,False,2,4,2,4,5,False,True,True,False,True,False,False,FALSE,
18022,Regulatory Affairs Managers,"Direct the preparation and submission of regulatory agency applications, reports, or correspondence.",ab72ce3c-a5e8-460b-b76d-5b640cfb08a4,2025/5/8,Novice,2,3,2,1,3,False,False,False,False,False,False,1,3,1,1,1,False,False,False,False,False,False,False,FALSE,FALSE
18037,Regulatory Affairs Managers,"Review all regulatory agency submission materials to ensure timeliness, accuracy, comprehensiveness, or compliance with regulatory standards.",ab72ce3c-a5e8-460b-b76d-5b640cfb08a4,2025/5/8,Novice,2,3,2,1,4,False,False,False,False,False,False,2,2,2,1,1,False,False,False,False,False,False,False,FALSE,FALSE
15584,Clinical Research Coordinators,Register protocol patients with appropriate statistical centers as required.,1af77984-47ca-4ac8-a3cb-d84078ab5ced,2025/5/8,Novice,2,1,2,2,1,False,False,False,False,False,False,1,4,3,2,3,False,False,False,True,True,True,False,FALSE,
15590,Clinical Research Coordinators,Contact industry representatives to ensure equipment and software specifications necessary for successful study completion.,1af77984-47ca-4ac8-a3cb-d84078ab5ced,2025/5/8,Novice,1,1,1,2,2,False,False,False,False,False,False,1,4,3,4,4,False,False,True,True,True,False,False,FALSE,
147,Civil Engineers,"Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.",9921595b-c054-4ee9-bc2e-7097310f0d0f,2025/5/8,Average,2,3,4,4,5,False,False,False,False,False,False,4,1,3,5,3,True,False,True,False,False,True,False,FALSE,
151,Civil Engineers,"Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.",9921595b-c054-4ee9-bc2e-7097310f0d0f,2025/5/8,Expert,3,2,4,2,5,True,False,False,True,False,True,2,2,5,4,3,True,False,False,False,True,False,False,,
19607,Civil Engineers,Design energy-efficient or environmentally sound civil structures.,9921595b-c054-4ee9-bc2e-7097310f0d0f,2025/5/8,Average,5,3,5,5,1,True,True,True,False,False,False,1,1,3,4,5,False,False,True,False,False,True,False,,
16808,Molecular and Cellular Biologists,Instruct undergraduate and graduate students within the areas of cellular or molecular biology.,d2452827-7f06-4eb7-bb50-a89ffdaefad8,2025/5/8,Expert,4,4,4,4,4,True,False,True,False,False,True,4,4,4,4,4,True,True,False,True,False,True,False,,
16809,Molecular and Cellular Biologists,Evaluate new technologies to enhance or complement current research.,d2452827-7f06-4eb7-bb50-a89ffdaefad8,2025/5/8,Expert,4,4,4,4,4,True,False,True,False,False,True,4,4,4,4,4,False,True,False,True,False,True,False,,
20168,Treasurers and Controllers,"Monitor financial activities and details, such as cash flow and reserve levels, to ensure that all legal and regulatory requirements are met.",f49975ed-39c9-4fd1-bfe6-1c797733678c,2025/5/8,Novice,2,2,1,1,1,False,False,False,False,False,False,2,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
8861,Treasurers and Controllers,"Receive, record, and authorize requests for disbursements in accordance with company policies and procedures.",f49975ed-39c9-4fd1-bfe6-1c797733678c,2025/5/8,Novice,2,2,2,1,2,False,False,False,False,False,False,1,1,2,2,2,False,False,False,False,False,False,False,FALSE,FALSE
8870,Treasurers and Controllers,Evaluate needs for procurement of funds and investment of surpluses and make appropriate recommendations.,c7d01780-4648-4ebb-8e59-72412a1437c8,2025/5/8,Expert,1,3,3,5,4,False,False,False,False,False,False,4,4,4,4,5,False,True,True,False,True,True,False,FALSE,
20168,Treasurers and Controllers,"Monitor financial activities and details, such as cash flow and reserve levels, to ensure that all legal and regulatory requirements are met.",c7d01780-4648-4ebb-8e59-72412a1437c8,2025/5/8,Expert,2,3,4,4,4,False,False,False,False,False,False,3,4,4,4,5,False,True,True,True,True,True,True,FALSE,
8861,Treasurers and Controllers,"Receive, record, and authorize requests for disbursements in accordance with company policies and procedures.",c7d01780-4648-4ebb-8e59-72412a1437c8,2025/5/8,Average,2,4,4,4,4,False,False,False,False,False,False,4,4,3,3,5,False,True,True,False,True,False,False,FALSE,
8867,Treasurers and Controllers,"Analyze the financial details of past, present, and expected operations to identify development opportunities and areas where improvement is needed.",c7d01780-4648-4ebb-8e59-72412a1437c8,2025/5/8,Average,2,2,3,3,2,False,False,False,False,False,False,3,5,4,3,5,False,True,True,False,True,False,False,FALSE,
8865,Treasurers and Controllers,"Coordinate and direct the financial planning, budgeting, procurement, or investment activities of all or part of an organization.",c7d01780-4648-4ebb-8e59-72412a1437c8,2025/5/8,Expert,2,3,3,3,2,False,False,False,False,False,False,3,2,3,3,5,True,True,True,False,True,False,False,FALSE,
8873,Treasurers and Controllers,"Compute, withhold, and account for all payroll deductions.",c7d01780-4648-4ebb-8e59-72412a1437c8,2025/5/8,Expert,2,2,2,2,2,False,False,False,False,False,False,3,3,3,3,5,True,False,True,False,True,False,False,FALSE,
16807,Molecular and Cellular Biologists,Maintain accurate laboratory records and data.,4c88e7ac-b9b2-4f3e-8724-a11efacbce26,2025/5/8,Expert,2,2,3,2,2,False,False,False,False,False,False,4,2,3,4,2,False,False,False,False,False,False,False,FALSE,FALSE
23905,Molecular and Cellular Biologists,"Prepare or review reports, manuscripts, or meeting presentations.",4c88e7ac-b9b2-4f3e-8724-a11efacbce26,2025/5/8,Average,4,2,2,2,1,True,True,False,True,False,False,1,2,2,2,2,False,False,False,False,False,False,False,,FALSE
16808,Molecular and Cellular Biologists,Instruct undergraduate and graduate students within the areas of cellular or molecular biology.,4c88e7ac-b9b2-4f3e-8724-a11efacbce26,2025/5/8,Expert,1,4,4,1,4,False,False,False,False,False,False,5,5,4,4,5,True,False,True,True,False,True,False,FALSE,
16814,Molecular and Cellular Biologists,Compile and analyze molecular or cellular experimental data and adjust experimental designs as necessary.,4c88e7ac-b9b2-4f3e-8724-a11efacbce26,2025/5/8,Average,4,1,1,1,3,True,False,True,False,False,False,2,1,2,2,1,False,False,False,False,False,False,False,,FALSE
16807,Molecular and Cellular Biologists,Maintain accurate laboratory records and data.,af1476db-7e72-4bed-af70-43228d4adc1f,2025/5/8,Expert,3,2,4,1,4,False,True,False,False,False,True,1,3,1,3,4,True,False,False,True,False,False,False,,
23905,Molecular and Cellular Biologists,"Prepare or review reports, manuscripts, or meeting presentations.",af1476db-7e72-4bed-af70-43228d4adc1f,2025/5/8,Expert,3,2,3,1,4,False,False,False,False,True,True,1,3,2,4,3,True,False,True,False,False,False,False,,
16808,Molecular and Cellular Biologists,Instruct undergraduate and graduate students within the areas of cellular or molecular biology.,af1476db-7e72-4bed-af70-43228d4adc1f,2025/5/8,Average,4,1,2,1,3,False,False,True,False,True,False,1,2,2,3,3,False,False,False,False,True,True,False,,
16814,Molecular and Cellular Biologists,Compile and analyze molecular or cellular experimental data and adjust experimental designs as necessary.,af1476db-7e72-4bed-af70-43228d4adc1f,2025/5/8,Average,3,3,3,1,5,False,False,False,False,False,True,1,4,2,3,2,False,False,False,False,False,False,False,,FALSE
16809,Molecular and Cellular Biologists,Evaluate new technologies to enhance or complement current research.,af1476db-7e72-4bed-af70-43228d4adc1f,2025/5/8,Expert,4,4,4,1,5,True,False,False,True,False,False,2,5,3,4,2,False,False,False,False,False,False,False,,FALSE
15415,Quality Control Systems Managers,Review and update standard operating procedures or quality assurance manuals.,12ee0623-7877-4ab4-a867-a2fa3fd4611f,2025/5/9,Expert,4,2,4,1,2,True,False,False,False,False,False,2,4,3,2,3,False,False,False,False,True,False,False,,
15430,Quality Control Systems Managers,Monitor performance of quality control systems to ensure effectiveness and efficiency.,12ee0623-7877-4ab4-a867-a2fa3fd4611f,2025/5/9,Expert,4,2,5,1,4,False,False,True,False,False,False,1,2,3,2,2,False,False,False,False,False,False,False,,FALSE
15414,Quality Control Systems Managers,Review quality documentation necessary for regulatory submissions and inspections.,12ee0623-7877-4ab4-a867-a2fa3fd4611f,2025/5/9,Expert,4,2,4,1,3,False,True,False,False,False,False,1,2,3,3,3,False,False,False,False,False,False,True,,
15428,Quality Control Systems Managers,Analyze quality control test results and provide feedback and interpretation to production management or staff.,12ee0623-7877-4ab4-a867-a2fa3fd4611f,2025/5/9,Expert,4,2,5,1,5,True,False,False,False,False,False,1,3,2,3,3,False,False,False,False,True,False,False,,
15424,Quality Control Systems Managers,"Direct the tracking of defects, test results, or other regularly reported quality control data.",12ee0623-7877-4ab4-a867-a2fa3fd4611f,2025/5/9,Expert,4,2,4,1,2,True,False,False,False,False,False,2,3,3,2,2,False,False,False,False,False,False,False,,FALSE
15416,Quality Control Systems Managers,"Produce reports regarding nonconformance of products or processes, daily production quality, root cause analyses, or quality trends.",12ee0623-7877-4ab4-a867-a2fa3fd4611f,2025/5/9,Expert,3,1,4,1,3,False,False,True,False,False,False,3,4,2,3,3,True,True,False,False,False,False,False,,
15427,Quality Control Systems Managers,"Communicate quality control information to all relevant organizational departments, outside vendors, or contractors.",12ee0623-7877-4ab4-a867-a2fa3fd4611f,2025/5/9,Expert,2,3,4,1,3,False,False,False,False,False,False,1,4,4,3,4,False,False,False,True,False,False,False,FALSE,
15425,Quality Control Systems Managers,Create and implement inspection and testing criteria or procedures.,12ee0623-7877-4ab4-a867-a2fa3fd4611f,2025/5/9,Expert,3,1,4,1,3,False,False,False,False,False,True,3,3,3,3,3,True,False,True,False,False,False,False,,
15423,Quality Control Systems Managers,"Document testing procedures, methodologies, or criteria.",12ee0623-7877-4ab4-a867-a2fa3fd4611f,2025/5/9,Expert,3,1,4,1,3,True,False,False,False,False,False,2,3,2,3,3,False,False,True,False,False,False,False,,
20491,Civil Engineers,"Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.",a8a51a56-e7e4-41a5-9ef5-2587cb6d4089,2025/5/9,Novice,1,4,3,3,4,False,False,False,False,False,False,1,3,2,5,5,False,True,True,False,True,False,True,FALSE,
20492,Civil Engineers,"Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.",a8a51a56-e7e4-41a5-9ef5-2587cb6d4089,2025/5/9,Average,1,3,3,2,4,False,False,False,False,False,False,3,3,5,5,4,False,True,True,False,True,True,True,FALSE,
151,Civil Engineers,"Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.",a8a51a56-e7e4-41a5-9ef5-2587cb6d4089,2025/5/9,Average,2,2,3,2,3,False,False,False,False,False,False,2,3,4,3,3,False,False,True,False,True,False,True,FALSE,
14650,Software Quality Assurance Analysts and Testers,Update automated test scripts to ensure currency.,c5de9dd9-10ea-442c-bcce-cecceee0e2ad,2025/5/10,Average,4,3,2,3,3,True,True,True,True,False,True,2,2,3,2,2,False,False,False,False,False,False,False,,FALSE
14658,Software Quality Assurance Analysts and Testers,"Identify program deviance from standards, and suggest modifications to ensure compliance.",c5de9dd9-10ea-442c-bcce-cecceee0e2ad,2025/5/10,Average,5,2,2,3,3,True,False,True,False,True,True,2,2,3,3,2,False,False,False,False,False,False,False,,FALSE
14648,Software Quality Assurance Analysts and Testers,Document test procedures to ensure replicability and compliance with standards.,c5de9dd9-10ea-442c-bcce-cecceee0e2ad,2025/5/10,Average,5,3,2,2,3,True,True,True,True,False,True,2,2,2,2,2,False,False,False,False,False,False,False,,FALSE
12301,Power Distributors and Dispatchers,"Control, monitor, or operate equipment that regulates or distributes electricity or steam, using data obtained from instruments or computers.",aed8f821-4648-4db8-bcf8-d9b303645578,2025/5/11,Average,2,5,5,3,4,False,False,False,False,False,False,2,3,4,5,4,True,True,True,True,True,True,True,FALSE,
12306,Power Distributors and Dispatchers,"Track conditions that could affect power needs, such as changes in the weather, and adjust equipment to meet any anticipated changes.",aed8f821-4648-4db8-bcf8-d9b303645578,2025/5/11,Average,3,4,5,3,4,True,True,True,True,True,True,2,4,4,5,4,True,True,True,True,True,True,True,,
12301,Power Distributors and Dispatchers,"Control, monitor, or operate equipment that regulates or distributes electricity or steam, using data obtained from instruments or computers.",c1d5b9f8-d2d7-4cd2-8c8c-4d60c97682f7,2025/5/11,Average,2,5,5,3,4,False,False,False,False,False,False,2,3,4,5,4,True,True,True,True,True,True,True,FALSE,
12306,Power Distributors and Dispatchers,"Track conditions that could affect power needs, such as changes in the weather, and adjust equipment to meet any anticipated changes.",c1d5b9f8-d2d7-4cd2-8c8c-4d60c97682f7,2025/5/11,Average,3,4,5,3,4,True,True,True,True,True,True,2,4,4,5,4,True,True,True,True,True,True,True,,
16265,Biostatisticians,"Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.",ae01ff5e-076b-404a-be3b-d955c3fd032e,2025/5/11,Expert,2,4,5,3,4,False,False,False,False,False,False,1,2,4,5,3,True,True,True,True,True,True,True,FALSE,
16246,Biostatisticians,Calculate sample size requirements for clinical studies.,ae01ff5e-076b-404a-be3b-d955c3fd032e,2025/5/11,Expert,3,3,5,2,4,True,True,True,True,True,True,1,2,4,5,4,True,True,True,True,True,True,True,,
16249,Biostatisticians,Write program code to analyze data with statistical analysis software.,ae01ff5e-076b-404a-be3b-d955c3fd032e,2025/5/11,Average,3,4,5,2,5,True,True,True,True,True,True,1,2,3,5,4,True,True,True,True,True,True,True,,
18931,Fundraisers,Write and send letters of thanks to donors.,36882dcc-8e5c-4a80-a347-43fa2f807210,2025/5/12,Average,1,3,4,5,3,False,False,False,False,False,False,3,3,4,4,3,False,False,False,False,False,False,False,FALSE,
18919,Fundraisers,Monitor progress of fundraising drives.,36882dcc-8e5c-4a80-a347-43fa2f807210,2025/5/12,Novice,4,4,4,4,4,True,False,False,False,False,False,3,3,4,4,3,False,False,False,False,False,False,False,,
18908,Fundraisers,"Design or produce materials such as posters, Web sites, or newsletters to promote, market, or advertise fundraising events.",36882dcc-8e5c-4a80-a347-43fa2f807210,2025/5/12,Average,4,4,5,3,4,True,True,False,False,False,False,3,3,4,4,4,True,False,False,False,False,False,False,,
147,Civil Engineers,"Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.",c83bb43e-a7eb-459c-a4c8-28958ff046be,2025/5/16,Expert,3,3,3,4,3,False,False,False,False,False,False,3,4,3,4,4,False,False,False,False,False,False,False,,
20491,Civil Engineers,"Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.",c83bb43e-a7eb-459c-a4c8-28958ff046be,2025/5/16,Expert,4,4,3,4,3,False,False,False,False,False,False,4,4,2,4,4,False,False,False,False,False,False,False,,
19607,Civil Engineers,Design energy-efficient or environmentally sound civil structures.,c83bb43e-a7eb-459c-a4c8-28958ff046be,2025/5/16,Expert,4,4,4,4,4,False,False,False,False,False,False,4,4,3,4,4,False,False,False,False,False,False,False,,
147,Civil Engineers,"Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.",ff9aadf9-1806-411b-a308-4cdc4e3a3b18,2025/5/16,Expert,3,4,4,3,4,False,False,False,False,False,False,4,4,4,2,3,False,False,False,False,False,False,False,,
19607,Civil Engineers,Design energy-efficient or environmentally sound civil structures.,ff9aadf9-1806-411b-a308-4cdc4e3a3b18,2025/5/16,Expert,4,4,4,3,2,False,False,False,False,False,False,3,4,3,4,4,False,False,False,False,False,False,False,,
19607,Civil Engineers,Design energy-efficient or environmentally sound civil structures.,866f47f8-b69c-4b87-b74d-7327b6aabbb3,2025/5/16,Expert,4,3,5,3,4,False,False,False,False,False,False,3,3,4,4,4,False,False,False,False,False,False,False,,
18907,Fundraisers,Create or update donor databases.,747fb270-6e8d-43fd-ad82-ba00b1a21287,2025/5/16,Average,4,4,3,4,3,False,False,False,False,False,False,3,3,3,4,4,False,False,False,False,False,False,False,,
18924,Fundraisers,"Write speeches, press releases, or other promotional materials to increase awareness of the causes, missions, or goals of organizations seeking funds.",747fb270-6e8d-43fd-ad82-ba00b1a21287,2025/5/16,Average,3,2,3,2,4,False,False,False,False,False,False,3,2,2,4,4,False,False,False,False,False,False,False,,
18918,Fundraisers,"Monitor budgets, expense reports, or other financial data for fundraising organizations.",747fb270-6e8d-43fd-ad82-ba00b1a21287,2025/5/16,Expert,3,5,4,2,4,False,False,False,False,False,False,4,4,3,2,4,False,False,False,False,False,False,False,,
18926,Fundraisers,"Conduct research to identify the goals, net worth, charitable donation history, or other data related to potential donors, potential investors, or general donor markets.",a7ddaab0-b28a-4185-99c3-6fe36c69ac2a,2025/5/16,Expert,3,4,3,4,4,False,False,False,False,False,False,4,4,2,3,4,False,False,False,False,False,False,False,,
18908,Fundraisers,"Design or produce materials such as posters, Web sites, or newsletters to promote, market, or advertise fundraising events.",a7ddaab0-b28a-4185-99c3-6fe36c69ac2a,2025/5/16,Average,3,4,3,4,4,False,False,False,False,False,False,3,4,4,2,4,False,False,False,False,False,False,False,,
18924,Fundraisers,"Write speeches, press releases, or other promotional materials to increase awareness of the causes, missions, or goals of organizations seeking funds.",a7ddaab0-b28a-4185-99c3-6fe36c69ac2a,2025/5/16,Average,4,4,3,4,3,False,False,False,False,False,False,4,4,4,4,4,False,False,False,False,False,False,False,,
18907,Fundraisers,Create or update donor databases.,c9bd29e6-87b9-43c8-9527-693766f768bb,2025/5/16,Expert,4,4,4,4,4,False,False,False,False,False,False,4,4,4,5,1,False,False,False,False,False,False,False,,FALSE
18908,Fundraisers,"Design or produce materials such as posters, Web sites, or newsletters to promote, market, or advertise fundraising events.",c9bd29e6-87b9-43c8-9527-693766f768bb,2025/5/16,Novice,4,4,4,3,3,False,False,False,False,False,False,4,4,4,4,4,False,False,False,False,False,False,False,,
18919,Fundraisers,Monitor progress of fundraising drives.,c9bd29e6-87b9-43c8-9527-693766f768bb,2025/5/16,Expert,3,4,3,3,4,False,False,False,False,False,False,3,4,4,4,4,False,False,False,False,False,False,False,,
12306,Power Distributors and Dispatchers,"Track conditions that could affect power needs, such as changes in the weather, and adjust equipment to meet any anticipated changes.",8a3cc70a-a4ea-4db4-ba23-6e7d8cce2db7,2025/5/19,Expert,3,2,2,2,2,True,False,True,False,True,False,2,3,3,2,2,False,False,False,False,False,False,False,,FALSE
9421,Medical Transcriptionists,"Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material.",e54a044e-b863-4704-9e6f-7113cc3ffa7f,2025/5/21,Average,5,3,4,4,3,True,False,True,False,False,True,1,4,1,5,2,False,False,False,False,False,False,False,,FALSE
9423,Medical Transcriptionists,"Set up and maintain medical files and databases, including records such as x-ray, lab, and procedure reports, medical histories, diagnostic workups, admission and discharge summaries, and clinical resumes.",e54a044e-b863-4704-9e6f-7113cc3ffa7f,2025/5/21,Average,5,1,3,4,2,True,False,False,False,False,True,2,1,1,3,1,False,False,False,False,False,False,False,,FALSE
9416,Medical Transcriptionists,"Return dictated reports in printed or electronic form for physician's review, signature, and corrections and for inclusion in patients' medical records.",f36183a4-88b7-4300-924d-89b84f74a18c,2025/5/21,Average,1,3,4,1,3,False,False,False,False,False,False,4,5,4,4,4,True,True,False,False,True,False,False,FALSE,
9421,Medical Transcriptionists,"Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material.",f36183a4-88b7-4300-924d-89b84f74a18c,2025/5/21,Average,2,4,4,1,3,False,False,False,False,False,False,4,4,5,4,4,True,False,False,True,True,False,False,FALSE,
9414,Medical Transcriptionists,"Review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology.",f36183a4-88b7-4300-924d-89b84f74a18c,2025/5/21,Average,2,3,3,1,2,False,False,False,False,False,False,4,4,4,4,4,False,False,False,False,True,False,True,FALSE,
9413,Medical Transcriptionists,"Transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries.",f36183a4-88b7-4300-924d-89b84f74a18c,2025/5/21,Average,5,4,4,1,3,True,True,False,False,False,False,4,4,4,4,4,False,True,False,False,False,True,False,,
9415,Medical Transcriptionists,"Distinguish between homonyms and recognize inconsistencies and mistakes in medical terms, referring to dictionaries, drug references, and other sources on anatomy, physiology, and medicine.",f36183a4-88b7-4300-924d-89b84f74a18c,2025/5/21,Average,2,4,4,1,3,False,False,False,False,False,False,4,4,4,4,4,True,True,False,False,False,False,False,FALSE,
9423,Medical Transcriptionists,"Set up and maintain medical files and databases, including records such as x-ray, lab, and procedure reports, medical histories, diagnostic workups, admission and discharge summaries, and clinical resumes.",f36183a4-88b7-4300-924d-89b84f74a18c,2025/5/21,Average,2,4,4,4,3,False,False,False,False,False,False,4,4,4,4,4,False,False,False,False,True,True,False,FALSE,
9417,Medical Transcriptionists,Translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care facility records.,f36183a4-88b7-4300-924d-89b84f74a18c,2025/5/21,Average,1,4,4,1,4,False,False,False,False,False,False,4,5,4,4,5,True,True,False,False,False,False,False,FALSE,
9420,Medical Transcriptionists,"Perform data entry and data retrieval services, providing data for inclusion in medical records and for transmission to physicians.",f36183a4-88b7-4300-924d-89b84f74a18c,2025/5/21,Average,2,4,3,1,3,False,False,False,False,False,False,4,4,3,4,5,False,True,False,False,True,False,False,FALSE,
9754,Reservation and Transportation Ticket Agents and Travel Clerks,"Determine whether space is available on travel dates requested by customers, assigning requested spaces when available.",5516bc04-50c2-404a-b467-0e45b5f3ea20,2025/5/21,Novice,5,1,3,1,2,True,True,False,False,False,False,1,4,1,2,2,False,False,False,False,False,False,False,,FALSE
9752,Reservation and Transportation Ticket Agents and Travel Clerks,"Answer inquiries regarding information, such as schedules, accommodations, procedures, or policies.",5516bc04-50c2-404a-b467-0e45b5f3ea20,2025/5/21,Average,5,2,1,1,1,True,True,True,False,False,False,1,3,1,1,2,False,False,False,False,False,False,False,,FALSE
9751,Reservation and Transportation Ticket Agents and Travel Clerks,Prepare customer invoices and accept payment.,5516bc04-50c2-404a-b467-0e45b5f3ea20,2025/5/21,Average,4,2,2,3,3,False,False,False,False,False,True,4,4,1,1,4,True,False,False,True,True,False,False,,cash payments
9766,Reservation and Transportation Ticket Agents and Travel Clerks,"Provide customers with travel suggestions and information sources, such as guides, directories, brochures, or maps.",5516bc04-50c2-404a-b467-0e45b5f3ea20,2025/5/21,Average,2,3,4,5,3,False,False,False,False,False,False,1,5,2,4,4,False,False,True,True,False,False,False,FALSE,
286,Art Directors,"Manage own accounts and projects, working within budget and scheduling requirements.",fcb00ee9-42b3-4437-b42f-62344e3a8579,2025/5/22,Novice,4,2,1,1,1,True,False,True,False,False,True,2,3,1,2,3,False,True,False,False,True,True,False,,
288,Art Directors,Present final layouts to clients for approval.,fcb00ee9-42b3-4437-b42f-62344e3a8579,2025/5/22,Average,2,1,3,2,3,False,False,False,False,False,False,2,3,4,4,4,True,True,True,True,False,False,False,FALSE,
285,Art Directors,"Review and approve art materials, copy materials, and proofs of printed copy developed by staff members.",fcb00ee9-42b3-4437-b42f-62344e3a8579,2025/5/22,Expert,2,1,1,1,3,False,False,False,False,False,False,2,1,1,2,1,False,False,False,False,False,False,False,FALSE,FALSE
294,Art Directors,Create custom illustrations or other graphic elements.,fcb00ee9-42b3-4437-b42f-62344e3a8579,2025/5/22,Average,2,3,5,2,5,False,False,False,False,False,False,2,3,5,4,2,False,False,False,False,False,False,False,FALSE,FALSE
292,Art Directors,Review illustrative material to determine if it conforms to standards and specifications.,fcb00ee9-42b3-4437-b42f-62344e3a8579,2025/5/22,Expert,2,2,3,1,4,False,False,False,False,False,False,3,2,3,3,1,False,False,False,False,False,False,False,FALSE,FALSE
20242,Art Directors,"Research current trends and new technology, such as printing production techniques, computer software, and design trends.",fcb00ee9-42b3-4437-b42f-62344e3a8579,2025/5/22,Average,2,1,2,1,3,False,False,False,False,False,False,2,2,2,1,2,False,False,False,False,False,False,False,FALSE,FALSE
286,Art Directors,"Manage own accounts and projects, working within budget and scheduling requirements.",c386d0b2-fc2c-43bf-946d-0a09109d4751,2025/5/22,Novice,1,5,5,5,5,False,False,False,False,False,False,5,3,5,5,5,True,True,True,True,True,True,False,FALSE,
288,Art Directors,Present final layouts to clients for approval.,c386d0b2-fc2c-43bf-946d-0a09109d4751,2025/5/22,Novice,1,1,2,1,1,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,True,True,False,FALSE,
294,Art Directors,Create custom illustrations or other graphic elements.,c386d0b2-fc2c-43bf-946d-0a09109d4751,2025/5/22,Novice,1,1,2,1,5,False,False,False,False,False,False,5,1,5,5,5,True,True,True,False,True,True,False,FALSE,
292,Art Directors,Review illustrative material to determine if it conforms to standards and specifications.,c386d0b2-fc2c-43bf-946d-0a09109d4751,2025/5/22,Novice,2,1,5,1,1,False,False,False,False,False,False,5,5,5,5,5,True,True,True,True,True,True,False,FALSE,
20242,Art Directors,"Research current trends and new technology, such as printing production techniques, computer software, and design trends.",c386d0b2-fc2c-43bf-946d-0a09109d4751,2025/5/22,Novice,5,1,2,1,1,True,False,False,True,True,False,1,1,1,1,2,False,False,False,False,False,False,False,,FALSE