medium risk
Biologistsvs
73 shared · 12 different
core competencies
medium risk
Medical Scientists, Except EpidemiologistsSide-by-Side Comparison
Biologists leads 3–2| Metric | Biologists | Medical Scientists, Except Epidemiologists |
|---|---|---|
| Risk Score | 30.1% | 30.2% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 39th | 40th |
| Tasks at Risk (>50%) | 6 / 15 | 4 / 14 |
| Median Salary | $93,340 | $100,590 |
| Employment | 131K | 156K |
Skill Comparison
|
Sorted by largest difference
Performing for or Working Directly with the Public
Scheduling Work and Activities
Assisting and Caring for Others
Inspecting Equipment, Structures, or Material
Provide Consultation and Advice to Others
Identifying Objects, Actions, and Events
Customer and Personal Service
Chemistry
Guiding, Directing, and Motivating Subordinates
Systems AnalysisAI-Augmented
Law and Government
Problem Sensitivity
Protective Factors
Higher values indicate stronger protection against AI displacement
Biologists
34%
total discount
Medical Scientists, Except Epidemiologists
35%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Biologists
6 of 15 at risk75%Prepare requests for proposals or statements of work.
59%Program and use computers to store, process, and analyze data.
55%Write grant proposals to obtain funding for biological research.
51%Identify, classify, and study structure, behavior, ecology, physiology, nutrition, culture, and distribution of plant and animal species.
51%Prepare technical and research reports, such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public.
Medical Scientists, Except Epidemiologists
4 of 14 at risk55%Write applications for research grants.
52%Evaluate effects of drugs, gases, pesticides, parasites, and microorganisms at various levels.
51%Write and publish articles in scientific journals.
51%Prepare and analyze organ, tissue, and cell samples to identify toxicity, bacteria, or microorganisms or to study cell structure.
49%Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.
Wage Comparison
Medical Scientists, Except Epidemiologists earns +$7,250(+8%) vs Biologists
BiologistsMedical Scientists, Except Epidemiologists
10th
$54,120$61,860
25th
$67,720$77,260
Median
$93,340$100,590
75th
$125,990$133,870
90th
$161,990$168,210
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Head-to-head task automation timeline
"Which is right for me?" personalized recommendation
Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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