The Replaceability Index

Community & Social Service: AI Replaceability Across 14 Occupations

Compare AI task exposure across occupations, alongside pay and projected growth. 14 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
Mental Health Counselors2$53,710+22%348,100
Marriage and Family Therapists2$58,510+15%66,500
Clergy2$57,230+3%53,300
Child, Family, and School Social Workers4$53,940+5%379,900
Substance Abuse and Behavioral Disorder Counselors4$53,710+18%115,200
Mental Health and Substance Abuse Social Workers4$55,960+11%146,800
Healthcare Social Workers6$62,940+7%198,200
Directors, Religious Activities and Education6$49,080+3%23,900
Educational, Guidance, and Career Counselors8$61,710+4%332,100
Rehabilitation Counselors8$42,280+3%130,600
Social Workers, All Other8$64,120+5%76,400
Health Education Specialists12$62,860+7%60,700
Probation Officers and Correctional Treatment Specialists14$61,800+3%91,930
Social and Human Service Assistants18$39,860+8%450,800

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