Medical Scientists, Except Epidemiologists
Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.
Passes the screen · 0 of 14 tasks
No task in this role passes the screen.
Does not pass
Follow strict safety procedures when handling toxic materials to avoid contamination.
physical work, outside the screen · 14.3% of the role's time · $2.5B
Plan and direct studies to investigate human or animal disease, preventive methods, and treatments for disease.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 12.8% of the role's time · $2.2B
Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings to the scientific audience and general public.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 11.5% of the role's time · $2.0B
Evaluate effects of drugs, gases, pesticides, parasites, and microorganisms at various levels.
physical work, outside the screen · 11.0% of the role's time · $1.9B
Study animal and human health and physiological processes.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 9.5% of the role's time · $1.7B
Prepare and analyze organ, tissue, and cell samples to identify toxicity, bacteria, or microorganisms or to study cell structure.
physical work, outside the screen · 9.0% of the role's time · $1.6B
Teach principles of medicine and medical and laboratory procedures to physicians, residents, students, and technicians.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 6.7% of the role's time · $1.2B
Investigate cause, progress, life cycle, or mode of transmission of diseases or parasites.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 5.3% of the role's time · $931M
Write and publish articles in scientific journals.
reason given most often: nobody can tell quickly whether it worked · 4.7% of the role's time · $817M
Use equipment such as atomic absorption spectrometers, electron microscopes, flow cytometers, or chromatography systems.
physical work, outside the screen · 4.4% of the role's time · $763M
Write applications for research grants.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.8% of the role's time · $655M
Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.0% of the role's time · $523M
Consult with and advise physicians, educators, researchers, and others regarding medical applications of physics, biology, and chemistry.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 2.7% of the role's time · $476M
Confer with health departments, industry personnel, physicians, and others to develop health safety standards and public health improvement programs.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 1.2% of the role's time · $201M
Where this role works
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Scientific Research and Development Services | 56,840 | $7.1B | $0 | $0 |
| General Medical and Surgical Hospitals | 34,730 | $3.5B | $0 | $0 |
| Colleges, Universities, and Professional Schools | 24,300 | $2.0B | $0 | $0 |
| Medical and Diagnostic Laboratories | 8840 | $933M | $0 | $0 |
| Pharmaceutical and Medicine Manufacturing | 5520 | $657M | $0 | $0 |
| Merchant Wholesalers, Nondurable Goods (4242 and 4246 only) | 3050 | $531M | $0 | $0 |
| Specialty (except Psychiatric and Substance Abuse) Hospitals | 3520 | $388M | $0 | $0 |
| Outpatient Care Centers | 2850 | $366M | $0 | $0 |
| Offices of Physicians | 3210 | $322M | $0 | $0 |
| Management, Scientific, and Technical Consulting Services | 1750 | $238M | $0 | $0 |