Occupation baseline · Research consensus
Will AI replace Community Health Workers?
Baseline AI displacement risk for Community Health Workers, aggregated from 6 research sources.
What this score means
Community Health Workers leans toward the safer end for Social Services. Parts of the role touch tasks AI is getting good at, but the core still depends on hands on work or judgment that resists automation. At 28 out of 100 it scores 5 points below the Social Services average of 33. Across the 6 sources behind this baseline, individual estimates run from 7 to 56, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Community Health Workers, most central first, showing 12 of 28.
- 01Maintain updated client records with plans, notes, appropriate forms, or related information.
- 02Advise clients or community groups on issues related to improving general health, such as diet or exercise.
- 03Identify or contact members of high-risk or otherwise targeted groups, such as members of minority populations, low-income populations, or pregnant women.
- 04Contact clients in person, by phone, or in writing to ensure they have completed required or recommended actions.
- 05Distribute flyers, brochures, or other informational or educational documents to inform members of a targeted community.
- 06Refer community members to needed health services.
- 07Attend community meetings or health fairs to understand community issues or build relationships with community members.
- 08Perform basic diagnostic procedures, such as blood pressure screening, breast cancer screening, or communicable disease screening.
- 09Advise clients or community groups on issues related to diagnostic screenings, such as breast cancer screening, pap smears, glaucoma tests, or diabetes screenings.
- 10Advise 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.
- 11Administer immunizations or other basic preventive treatments.
- 12Identify the particular health care needs of individuals in a community or target area.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 6 research sources that scored Community Health Workers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
- 06Generative AI and jobs: A global analysis of potential effects on job quantity and quality · 2023International Labour Organization, Working Paper 96 (2023)
Common questions
- How likely is AI to replace Community Health Workers?
- Published research puts Community Health Workers at 28 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Community Health Workers?
- Only partly. Individual estimates for Community Health Workers run from 7 to 56 out of 100 across the 6 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which social services roles face similar AI exposure?
- The closest published social services roles to Community Health Workers by score are Mental Health and Substance Abuse Social Workers (27/100), Substance Abuse and Behavioral Disorder Counselors (27/100), and Marriage and Family Therapists (30/100). Each has its own page with the research behind its number.
Also covers
Apprise Counselor · Behavioral Health Advocate · Benefits Outreach Specialist · Community Development Coordinator · Community Health Advisor · Community Health Advocate · Community Health Agent · Community Health Assistant and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
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More social services occupations
- Rehabilitation Counselors34/100
- Probation Officers and Correctional Treatment Specialists32/100
- Child, Family, and School Social Workers31/100
- Mental Health Counselors31/100
- Social and Human Service Assistants31/100
- Marriage and Family Therapists30/100
- Mental Health and Substance Abuse Social Workers27/100
- Substance Abuse and Behavioral Disorder Counselors27/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.