Pay + higher exposure: Job Rankings

Compare AI task exposure across occupations, alongside pay and projected growth. 25 occupations in this view. The score is a relative index of task exposure from 0 to 100. It is not a percentage chance of losing a job or a forecast of layoffs. Individual tasks, employer choices, adoption, and regulation all matter.

Occupation data. Exposure is an index out of 100, not a probability.
Occupation	Exposure /100	Median annual wage	Stored growth projection	Employment
Credit Analysts	100	$80,970	-4.4%	63,700
Technical Writers	94	$91,670	+0.9%	57,600
Financial Analysts	77	$101,350	+5.7%	382,300
Executive Secretaries and Executive Administrative Assistants	72	$72,400	-14%	420,700
Computer Programmers	70	$98,670	-6%	109,870
Special Effects Artists and Animators	70	$99,800	+1.6%	84,400
Accountants and Auditors	69	$81,680	+4.6%	1,502,500
Locomotive Firers	68	$74,930	-5%	1,100
Railroad Signal and Switch Operators and Locomotive Firers	68	$74,930	-5%	5,800
Computer Systems Analysts	65	$103,790	+8.7%	540,800
Airline Pilots, Copilots, and Flight Engineers	65	$226,600	+3.9%	97,700
Market Research Analysts	62	$74,680	+8%	905,000
Locomotive Engineers	62	$78,620	-5%	37,000
Claims Adjusters, Examiners, and Investigators	62	$75,070	-4%	301,200
Budget Analysts	62	$84,940	+3%	55,600
Railroad Brake, Signal, and Switch Operators and Locomotive Firers	62	$74,530	-5%	14,200
Subway and Streetcar Operators	62	$79,230	+3%	8,700
Cost Estimators	58	$71,200	+1%	208,300
Operations Research Analysts	56	$83,640	+23%	121,000
Software Quality Assurance Analysts	54	$101,800	+17%	221,500
Network and Computer Systems Administrators	52	$95,360	+2%	363,900
Editors	52	$73,580	-5%	130,100
Database Administrators	52	$101,510	+8%	163,500
Actuaries	52	$120,000	+23%	32,300
Computer Occupations, All Other	50	$101,440	+5%	472,300

Sources and methodology

The score is a relative index of task exposure from 0 to 100. It is not a percentage chance of losing a job or a forecast of layoffs. Individual tasks, employer choices, adoption, and regulation all matter.

The Index uses stored BLS-based occupation data. O*NET, OECD capability indicators, and task-exposure research are contextual references. The derivation of the stored occupation scores is not reproducibly documented in the published dataset.

The source snapshot does not record the wage-survey year or employment-projection window. Check the original BLS release before treating these figures as current. Editorial changes and export dates do not establish data freshness.

Read the methodology and limitations