The Replaceability Index

Business & Finance: AI Replaceability Across 26 Occupations

Compare AI task exposure across occupations, alongside pay and projected growth. 26 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
Training and Development Specialists18$64,340+6%380,400
Agents and Business Managers of Artists, Performers, and Athletes18$82,080+10%16,600
Fundraisers18$64,160+10%87,400
Project Management Specialists22$98,580+7%1,018,400
Meeting, Convention, and Event Planners22$56,920+8%156,300
Labor Relations Specialists28$82,010+2%88,400
Human Resources Specialists32$67,650+8%857,600
Personal Financial Advisors32$99,580+7%330,300
Business Operations Specialists, All Other42$82,720+5%976,200
Financial Examiners42$82,210+21%72,900
Compliance Officers48$75,670+4.6%357,700
Management Analysts48$99,410+10%1,010,100
Buyers and Purchasing Agents, Farm Products48$72,300-2%13,400
Appraisers and Assessors of Real Estate48$61,560+3%83,800
Financial Specialists, All Other48$79,520+4%92,400
Appraisers of Personal and Business Property52$63,600+3%12,300
Purchasing Agents58$66,800-5%232,000
Cost Estimators58$71,200+1%208,300
Market Research Analysts62$74,680+8%905,000
Claims Adjusters, Examiners, and Investigators62$75,070-4%301,200
Budget Analysts62$84,940+3%55,600
Accountants and Auditors69$81,680+4.6%1,502,500
Loan Officers72$67,600+2%382,700
Financial Analysts77$101,350+5.7%382,300
Tax Preparers82$48,060-1%62,700
Credit Analysts100$80,970-4.4%63,700

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