923 O*NET occupations

CAREERRANKINGS

Compare occupations at both ends of the V11 task-exposure model. Lower exposure is not the same as guaranteed job security, and higher exposure does not mean an occupation disappears.

Lower estimated AI task exposure

50 AI-resistant occupations

#	Occupation	Exposure	Band	Rated-task coverage
1	Insurance Appraisers, Auto Damage	5%	Low	100%
2	Cooks, Fast Food	5%	Low	100%
3	Cooks, Restaurant	5%	Low	100%
4	Dining Room and Cafeteria Attendants and Bartender Helpers	5%	Low	100%
5	Dishwashers	5%	Low	100%
6	Janitors and Cleaners, Except Maids and Housekeeping Cleaners	5%	Low	100%
7	Maids and Housekeeping Cleaners	5%	Low	100%
8	Landscaping and Groundskeeping Workers	5%	Low	100%
9	Tree Trimmers and Pruners	5%	Low	100%
10	Agricultural Equipment Operators	5%	Low	100%
11	Forest and Conservation Workers	5%	Low	100%
12	Fallers	5%	Low	100%
13	Boilermakers	5%	Low	100%
14	Stonemasons	5%	Low	100%
15	Terrazzo Workers and Finishers	5%	Low	100%
16	Construction Laborers	5%	Low	100%
17	Paving, Surfacing, and Tamping Equipment Operators	5%	Low	100%
18	Pile Driver Operators	5%	Low	100%
19	Drywall and Ceiling Tile Installers	5%	Low	100%
20	Glaziers	5%	Low	100%
21	Insulation Workers, Mechanical	5%	Low	100%
22	Pipelayers	5%	Low	100%
23	Plumbers, Pipefitters, and Steamfitters	5%	Low	100%
24	Solar Thermal Installers and Technicians	5%	Low	100%
25	Plasterers and Stucco Masons	5%	Low	100%
26	Reinforcing Iron and Rebar Workers	5%	Low	100%
27	Roofers	5%	Low	100%
28	Sheet Metal Workers	5%	Low	100%
29	Structural Iron and Steel Workers	5%	Low	100%
30	Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters	5%	Low	100%
31	Helpers--Carpenters	5%	Low	100%
32	Helpers--Electricians	5%	Low	100%
33	Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters	5%	Low	100%
34	Helpers--Roofers	5%	Low	100%
35	Elevator and Escalator Installers and Repairers	5%	Low	100%
36	Highway Maintenance Workers	5%	Low	100%
37	Rail-Track Laying and Maintenance Equipment Operators	5%	Low	100%
38	Septic Tank Servicers and Sewer Pipe Cleaners	5%	Low	100%
39	Segmental Pavers	5%	Low	100%
40	Derrick Operators, Oil and Gas	5%	Low	100%
41	Excavating and Loading Machine and Dragline Operators, Surface Mining	5%	Low	100%
42	Continuous Mining Machine Operators	5%	Low	100%
43	Rock Splitters, Quarry	5%	Low	100%
44	Roustabouts, Oil and Gas	5%	Low	100%
45	Helpers--Extraction Workers	5%	Low	100%
46	Radio, Cellular, and Tower Equipment Installers and Repairers	5%	Low	60%
47	Electric Motor, Power Tool, and Related Repairers	5%	Low	100%
48	Electrical and Electronics Installers and Repairers, Transportation Equipment	5%	Low	100%
49	Automotive Body and Related Repairers	5%	Low	100%
50	Automotive Glass Installers and Repairers	5%	Low	100%

Higher estimated AI task exposure

50 most exposed occupations

#	Occupation	Exposure	Band	Rated-task coverage
1	Statisticians	95%	Very High	100%
2	Operations Research Analysts	94%	Very High	100%
3	Environmental Economists	94%	Very High	100%
4	Statistical Assistants	94%	Very High	100%
5	Climate Change Policy Analysts	93%	Very High	100%
6	Insurance Underwriters	92%	Very High	100%
7	Clinical Data Managers	92%	Very High	100%
8	Transportation Planners	92%	Very High	100%
9	Market Research Analysts and Marketing Specialists	91%	Very High	100%
10	Appraisers of Personal and Business Property	91%	Very High	100%
11	Tax Examiners and Collectors, and Revenue Agents	91%	Very High	100%
12	Biostatisticians	91%	Very High	100%
13	Business Intelligence Analysts	91%	Very High	100%
14	Bioinformatics Technicians	91%	Very High	100%
15	Intelligence Analysts	91%	Very High	100%
16	Financial Managers	90%	Very High	100%
17	Credit Analysts	90%	Very High	100%
18	Health Informatics Specialists	90%	Very High	100%
19	Database Architects	90%	Very High	100%
20	Aerospace Engineers	90%	Very High	100%
21	Bioinformatics Scientists	90%	Very High	100%
22	Industrial Ecologists	90%	Very High	100%
23	Medical Records Specialists	90%	Very High	100%
24	Medical Transcriptionists	90%	Very High	100%
25	Bookkeeping, Accounting, and Auditing Clerks	90%	Very High	100%
26	Payroll and Timekeeping Clerks	90%	Very High	100%
27	Training and Development Managers	89%	Very High	100%
28	Accountants and Auditors	89%	Very High	100%
29	Tax Preparers	89%	Very High	100%
30	Financial Quantitative Analysts	89%	Very High	100%
31	Software Quality Assurance Analysts and Testers	89%	Very High	90%
32	Geographic Information Systems Technologists and Technicians	89%	Very High	100%
33	Validation Engineers	89%	Very High	100%
34	Geneticists	89%	Very High	100%
35	Atmospheric and Space Scientists	89%	Very High	100%
36	Archivists	89%	Very High	100%
37	Court Reporters and Simultaneous Captioners	89%	Very High	100%
38	Private Detectives and Investigators	89%	Very High	100%
39	Management Analysts	88%	Very High	100%
40	Epidemiologists	88%	Very High	100%
41	Economists	88%	Very High	100%
42	File Clerks	88%	Very High	100%
43	Human Resources Assistants, Except Payroll and Timekeeping	88%	Very High	100%
44	Sustainability Specialists	87%	Very High	100%
45	Financial Examiners	87%	Very High	100%
46	Data Warehousing Specialists	87%	Very High	100%
47	Data Scientists	87%	Very High	100%
48	Writers and Authors	87%	Very High	100%
49	Billing and Posting Clerks	87%	Very High	100%
50	Court, Municipal, and License Clerks	87%	Very High	100%