Occupation baseline · Research consensus
Will AI replace Health Education Specialists?
Baseline AI displacement risk for Health Education Specialists, aggregated from 5 research sources.
What this score means
Health Education Specialists 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 38 out of 100 it scores 5 points above the Social Services average of 33. Across the 5 sources behind this baseline, individual estimates run from 9 to 50, 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 Health Education Specialists, most central first, showing 12 of 16.
- 01Prepare and distribute health education materials, such as reports, bulletins, and visual aids, to address smoking, vaccines, and other public health concerns.
- 02Develop and maintain cooperative working relationships with agencies and organizations interested in public health care.
- 03Maintain databases, mailing lists, telephone networks, and other information to facilitate the functioning of health education programs.
- 04Document activities and record information, such as the numbers of applications completed, presentations conducted, and persons assisted.
- 05Develop and present health education and promotion programs, such as training workshops, conferences, and school or community presentations.
- 06Collaborate with health specialists and civic groups to determine community health needs and the availability of services and to develop goals for meeting needs.
- 07Develop, conduct, or coordinate health needs assessments and other public health surveys.
- 08Supervise professional and technical staff in implementing health programs, objectives, and goals.
- 09Develop operational plans and policies necessary to achieve health education objectives and services.
- 10Provide program information to the public by preparing and presenting press releases, conducting media campaigns, or maintaining program-related Web sites.
- 11Develop and maintain health education libraries to provide resources for staff and community agencies.
- 12Design and conduct evaluations and diagnostic studies to assess the quality and performance of health education programs.
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 5 research sources that scored Health Education Specialists 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)
Common questions
- How likely is AI to replace Health Education Specialists?
- Published research puts Health Education Specialists at 38 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Health Education Specialists?
- Only partly. Individual estimates for Health Education Specialists run from 9 to 50 out of 100 across the 5 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 Health Education Specialists by score are Clergy (39/100), Community and Social Service Specialists, All Other (37/100), and Directors, Religious Activities and Education (40/100). Each has its own page with the research behind its number.
Also covers
Breastfeeding Educator · Breastfeeding Peer Counselor · CPR Instructor (Cardiopulmonary Resuscitation Instructor) · CPR and First Aid Instructor (Cardiopulmonary Resuscitation and First Aid Instructor) · Certified Breastfeeding Educator (CBE) · Certified Diabetes Educator · Certified Health Education Specialist · Certified Lactation Counselor (CLC) and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
Your number is not the baseline
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More social services occupations
- Educational, Guidance, and Career Counselors and Advisors41/100
- Directors, Religious Activities and Education40/100
- Clergy39/100
- Community and Social Service Specialists, All Other37/100
- Healthcare Social Workers36/100
- Rehabilitation Counselors34/100
- Probation Officers and Correctional Treatment Specialists32/100
- Child, Family, and School Social Workers31/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.