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AI exposure Community and social service

Will AI replace community health workers?

Community Health Workers. US occupation 21-1094.

0.0%

of the time community health workers spend on their work goes on tasks where AI is already being used to do that work.of community health workers' working hours go on tasks AI has already started taking off their plate.

Ranked 346 of 756 US occupations. No AI use seen in the work yet, along with 410 other occupations.No handover started yet, along with 410 other occupations.

Average US job 7.7%

Among the least exposed jobs there are.Still waiting for liberation.

What AI already does for community health workersWhat community health workers no longer do alone

O*NET lists 29 tasks for community health workers. None of them shows meaningful AI use at work yet.

What it does not touch, yetWhat still needs a human

29 of the 29 tasks show no AI use at work in the data.

  • Advise clients or community groups on issues related to improving general health, such as diet or exercise.Core task
  • Advise clients or community groups on issues related to risk or prevention of conditions, such as lead poisoning, human immunodeficiency virus (HIV), prenatal substance abuse, or domestic violence.Core task
  • Advise clients or community groups on issues related to self-care, such as diabetes management.Core task
  • Advocate for individual or community health needs with government agencies or health service providers.Core task
  • Attend community meetings or health fairs to understand community issues or build relationships with community members.Core task
  • Contact clients in person, by phone, or in writing to ensure they have completed required or recommended actions.Core task
Show the other 23
  • Develop plans or formal contracts for individuals, families, or community groups to improve overall health.Core task
  • Distribute flyers, brochures, or other informational or educational documents to inform members of a targeted community.Core task
  • Identify the particular health care needs of individuals in a community or target area.Core task
  • Maintain updated client records with plans, notes, appropriate forms, or related information.Core task
  • Monitor nutrition of children, elderly, or other high-risk groups.Core task
  • Provide feedback to health service providers regarding improving service accessibility or acceptability.Core task
  • Refer community members to needed health services.Core task
  • Report incidences of child or elder abuse, neglect, or threats of harm to authorities, as required.Core task
  • Administer immunizations or other basic preventive treatments.
  • Advise clients or community groups on issues related to diagnostic screenings, such as breast cancer screening, pap smears, glaucoma tests, or diabetes screenings.
  • Advise clients or community groups on issues related to sanitation or hygiene, such as flossing or hand washing.
  • Advise clients or community groups on issues related to social or intellectual development, such as education, childcare, or problem solving.
  • Advise clients or community groups to ensure parental understanding of the importance of childhood immunizations and how to access immunization services.
  • Assist families to apply for social services, including Medicaid or Women, Infants, and Children (WIC).
  • Collect information from individuals to compile vital statistics about the general health of community members.
  • Conduct home visits for pregnant women, newborn infants, or other high-risk individuals to monitor their progress or assess their needs.
  • Identify or contact members of high-risk or otherwise targeted groups, such as members of minority populations, low-income populations, or pregnant women.
  • Interpret, translate, or provide cultural mediation related to health services or information for community members.
  • Perform basic diagnostic procedures, such as blood pressure screening, breast cancer screening, or communicable disease screening.
  • Provide basic health services, such as first aid.
  • Teach appropriate parenting behaviors to individuals or families.
  • Teach classes or otherwise disseminate medical or dental health information to school groups, community groups, or targeted families or individuals, in a manner consistent with cultural norms.
  • Transport or accompany clients to scheduled health appointments or referral sites.

How that compares

Among the 12 community and social service occupations, community health workers rank 7. The group averages 5.2%, and its most exposed job is Directors, Religious Activities and Education at 15.3%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Level with 0.0%

  1. 346Coin, Vending, and Amusement Machine Servicers and Repairers 0.0%
  2. 346Commercial Divers 0.0%
  3. 346Commercial Pilots 0.0%

What this does and does not mean

Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.

A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.

Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.