Medical Scientists, Except Epidemiologists

Medical Scientists, Except Epidemiologists score 52 out of 100, which is elevated exposure to AI. That ranks #189 of 923 US occupations, where #1 is the most exposed. Of the 14 tasks in this job, AI could speed up 2 on its own and 10 more with extra software built on top of it. In April–May 2026, 4 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

52/ 100

Elevated

Rank: #189of 923 jobs
US workers: 172,340BLS, May 2025
Median pay: $103,410a year
In real AI use: 4 of 14tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

AI can speed this up on its own: 2 (14%)
AI can speed this up with extra software: 10 (71%)
Little or no AI speed-up: 2 (14%)

Write and publish articles in scientific journals.AI can speed this up on its own · core task
Write applications for research grants.AI can speed this up on its own · core task · Seen in real AI use
Evaluate effects of drugs, gases, pesticides, parasites, and microorganisms at various levels.AI can speed this up with extra software · core task
Plan and direct studies to investigate human or animal disease, preventive methods, and treatments for disease.AI can speed this up with extra software · core task
Prepare and analyze organ, tissue, and cell samples to identify toxicity, bacteria, or microorganisms or to study cell structure.AI can speed this up with extra software · core task
Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings to the scientific audience and general public.AI can speed this up with extra software · core task · Seen in real AI use
Teach principles of medicine and medical and laboratory procedures to physicians, residents, students, and technicians.AI can speed this up with extra software · core task
Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.AI can speed this up with extra software · supplemental task
Study animal and human health and physiological processes.AI can speed this up with extra software · supplemental task
Investigate cause, progress, life cycle, or mode of transmission of diseases or parasites.AI can speed this up with extra software · supplemental task · Seen in real AI use
Confer with health departments, industry personnel, physicians, and others to develop health safety standards and public health improvement programs.AI can speed this up with extra software · supplemental task
Consult with and advise physicians, educators, researchers, and others regarding medical applications of physics, biology, and chemistry.AI can speed this up with extra software · supplemental task · Seen in real AI use
Follow strict safety procedures when handling toxic materials to avoid contamination.Little or no AI speed-up · core task
Use equipment such as atomic absorption spectrometers, electron microscopes, flow cytometers, or chromatography systems.Little or no AI speed-up · supplemental task

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Questions about medical scientists, except epidemiologists and AI

Will AI replace medical scientists, except epidemiologists?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Medical Scientists, Except Epidemiologists score 52 out of 100 (elevated exposure), #189 of 923 US jobs. AI could speed up 12 of the job's 14 tasks, 2 of them on its own, while 2 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which medical scientists, except epidemiologists tasks can AI do?

The most exposed tasks include "Write and publish articles in scientific journals"; "Write applications for research grants".

Which medical scientists, except epidemiologists tasks are hardest for AI?

Tasks with little or no AI speed-up include "Follow strict safety procedures when handling toxic materials to avoid contamination"; "Use equipment such as atomic absorption spectrometers, electron microscopes, flow cytometers, or chromatography systems".

Are people already using AI for this work?

Yes. In April–May 2026, 4 of the 14 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as medical scientists, except epidemiologists, and what do they earn?

About 172,340 people in the US, with median pay of $103,410 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

Medical Scientists, Except Epidemiologists

Task by task

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Questions about medical scientists, except epidemiologists and AI

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