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AI exposure Life, physical and social science

Will AI replace epidemiologists?

Epidemiologists. US occupation 19-1041.

0.0%

of the time epidemiologists spend on their work goes on tasks where AI is already being used to do that work.of epidemiologists' 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 epidemiologistsWhat epidemiologists no longer do alone

O*NET lists 14 tasks for epidemiologists. AI use at work shows up in 1 of them, though too little of the job's time goes on them to register in the exposure figure. 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. Consult with and advise physicians, educators, researchers, government health officials and others regarding medical applications of sciences, such as physics, biology, and chemistry.Core task mostly assisting 0.63

What it does not touch, yetWhat still needs a human

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

  • Communicate research findings on various types of diseases to health practitioners, policy makers, and the public.Core task
  • Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings.Core task
  • Educate healthcare workers, patients, and the public about infectious and communicable diseases, including disease transmission and prevention.Core task
  • Identify and analyze public health issues related to foodborne parasitic diseases and their impact on public policies, scientific studies, or surveys.Core task
  • Investigate diseases or parasites to determine cause and risk factors, progress, life cycle, or mode of transmission.Core task
  • Monitor and report incidents of infectious diseases to local and state health agencies.Core task
Show the other 7
  • Oversee public health programs, including statistical analysis, health care planning, surveillance systems, and public health improvement.Core task
  • Plan and direct studies to investigate human or animal disease, preventive methods, and treatments for disease.Core task
  • Plan, administer and evaluate health safety standards and programs to improve public health, conferring with health department, industry personnel, physicians, and others.Core task
  • Provide expertise in the design, management and evaluation of study protocols and health status questionnaires, sample selection, and analysis.Core task
  • Supervise professional, technical, and clerical personnel.Core task
  • Prepare and analyze samples to study effects of drugs, gases, pesticides, or microorganisms on cell structure and tissue.
  • Teach principles of medicine and medical and laboratory procedures to physicians, residents, students, and technicians.

How that compares

Among the 46 life, physical and social science occupations, epidemiologists rank 39. The group averages 12.2%, and its most exposed job is Political Scientists at 45.2%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Level with 0.0%

  1. 346Emergency Medical Technicians 0.0%
  2. 346Engine and Other Machine Assemblers 0.0%
  3. 346Engineering Technologists and Technicians, Except Drafters, All Other 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.