The Replaceability Index

Computer & Math: AI Replaceability Across 20 Occupations

Compare AI task exposure across occupations, alongside pay and projected growth. 20 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.
OccupationExposure /100Median annual wageStored growth projectionEmployment
Computer and Information Research Scientists14$145,080+26%40,200
Information Security Analysts18$120,360+33%188,100
Software Developers32$132,270+17%1,857,500
Data Scientists34$108,020+36%202,200
Computer Network Architects38$129,840+3%182,900
Mathematicians38$120,950+3%3,100
Web and Digital Interface Designers42$101,920+8%126,900
Statisticians42$104,110+11%41,600
Web Developers48$92,750+8%216,200
Computer Network Support Specialists48$72,060+2%170,900
Database Architects48$135,980+8.7%96,200
Computer Occupations, All Other50$101,440+5%472,300
Network and Computer Systems Administrators52$95,360+2%363,900
Database Administrators52$101,510+8%163,500
Actuaries52$120,000+23%32,300
Software Quality Assurance Analysts54$101,800+17%221,500
Operations Research Analysts56$83,640+23%121,000
Computer User Support Specialists58$60,810+5%914,300
Computer Systems Analysts65$103,790+8.7%540,800
Computer Programmers70$98,670-6%109,870

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