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AI exposure Community and social service

Will AI replace health education specialists?

Health Education Specialists. US occupation 21-1091.

13.8%

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

Ranked 152 of 756 US occupations. More exposed than 79% of them.Further along than 79% of them.

Average US job 7.7%

Well above the typical job.Ahead of most of the workforce.

What AI already does for health education specialistsWhat health education specialists no longer do alone

O*NET lists 16 tasks for health education specialists. AI use at work shows up in 2 of them. Each score runs from 0.5, where every observed use helps a person with the task, to 1, where every use does the task outright.

  1. Prepare and distribute health education materials, such as reports, bulletins, and visual aids, to address smoking, vaccines, and other public health concerns.Core task mostly automated 0.87
  2. Develop educational materials and programs for community agencies, local government, and state government. automated and assisted 0.82

What it does not touch, yetWhat still needs a human

14 of the 16 tasks show no AI use at work in the data.

  • Collaborate with health specialists and civic groups to determine community health needs and the availability of services and to develop goals for meeting needs.Core task
  • Design and administer training programs for new employees and continuing education for existing employees.Core task
  • Design and conduct evaluations and diagnostic studies to assess the quality and performance of health education programs.Core task
  • Develop and maintain cooperative working relationships with agencies and organizations interested in public health care.Core task
  • Develop and maintain health education libraries to provide resources for staff and community agencies.Core task
  • Develop and present health education and promotion programs, such as training workshops, conferences, and school or community presentations.Core task
Show the other 8
  • Develop operational plans and policies necessary to achieve health education objectives and services.Core task
  • Develop, conduct, or coordinate health needs assessments and other public health surveys.Core task
  • Develop, prepare, and coordinate grant applications and grant-related activities to obtain funding for health education programs and related work.Core task
  • Document activities and record information, such as the numbers of applications completed, presentations conducted, and persons assisted.Core task
  • Maintain databases, mailing lists, telephone networks, and other information to facilitate the functioning of health education programs.Core task
  • Provide guidance to agencies and organizations on assessment of health education needs and on development and delivery of health education programs.Core task
  • Provide program information to the public by preparing and presenting press releases, conducting media campaigns, or maintaining program-related Web sites.Core task
  • Supervise professional and technical staff in implementing health programs, objectives, and goals.Core task

How that compares

Among the 12 community and social service occupations, health education specialists rank 2. 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

Just above in the ranking

  1. 150Computer Hardware Engineers 14.5%
  2. 151Environmental Science and Protection Technicians, Including Health 14.4%
  3. 152General and Operations Managers 13.8%

Just below

  1. 154Anthropologists and Archeologists 13.5%
  2. 154Archivists 13.5%
  3. 154Facilities Managers 13.5%

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.