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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Medical Scientists, Except Epidemiologists?

Lower risk

Baseline AI displacement risk for Medical Scientists, Except Epidemiologists, aggregated from 6 research sources.

What this score means

Medical Scientists, Except Epidemiologists leans toward the safer end for Research & Science. 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 35 out of 100 it scores 4 points below the Research & Science average of 39. Across the 6 sources behind this baseline, individual estimates run from 5 to 57, 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 Medical Scientists, Except Epidemiologists, most central first, showing 12 of 14.

  • 01Follow strict safety procedures when handling toxic materials to avoid contamination.
  • 02Evaluate effects of drugs, gases, pesticides, parasites, and microorganisms at various levels.
  • 03Plan and direct studies to investigate human or animal disease, preventive methods, and treatments for disease.
  • 04Prepare and analyze organ, tissue, and cell samples to identify toxicity, bacteria, or microorganisms or to study cell structure.
  • 05Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings to the scientific audience and general public.
  • 06Teach principles of medicine and medical and laboratory procedures to physicians, residents, students, and technicians.
  • 07Write and publish articles in scientific journals.
  • 08Write applications for research grants.
  • 09Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.
  • 10Study animal and human health and physiological processes.
  • 11Investigate cause, progress, life cycle, or mode of transmission of diseases or parasites.
  • 12Use equipment such as atomic absorption spectrometers, electron microscopes, flow cytometers, or chromatography systems.

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 Medical Scientists, Except Epidemiologists for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

Common questions

How likely is AI to replace Medical Scientists, Except Epidemiologists?
Published research puts Medical Scientists, Except Epidemiologists at 35 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 Medical Scientists, Except Epidemiologists?
Only partly. Individual estimates for Medical Scientists, Except Epidemiologists run from 5 to 57 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 research & science roles face similar AI exposure?
The closest published research & science roles to Medical Scientists, Except Epidemiologists by score are Epidemiologists (35/100), Food Science Technicians (36/100), and Geological Technicians, Except Hydrologic Technicians (36/100). Each has its own page with the research behind its number.

Also covers

Anatomist · Cancer Researcher · Chemotherapist · Clinical Analyst · Clinical Laboratory Scientist (Clinical Lab Scientist) · Clinical Pharmacologist · Clinical Research Analyst · Clinical Research Scientist and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.