medium risk
Medical Scientists, Except Epidemiologistsvs
65 shared · 14 different
core competencies
medium risk
Industrial EcologistsSide-by-Side Comparison
Medical Scientists, Except Epidemiologists leads 5–0| Metric | Medical Scientists, Except Epidemiologists | Industrial Ecologists |
|---|---|---|
| Risk Score | 30.2% | 32.2% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 40th | 52th |
| Tasks at Risk (>50%) | 4 / 14 | 7 / 15 |
| Median Salary | $100,590 | $80,060 |
| Employment | 156K | 85K |
Skill Comparison
|
Sorted by largest difference
Biology
Monitor Processes, Materials, or Surroundings
Engineering and Technology
Documenting/Recording Information
Establishing and Maintaining Interpersonal Relationships
Identifying Objects, Actions, and Events
Provide Consultation and Advice to Others
Organizing, Planning, and Prioritizing Work
Science
Evaluating Information to Determine Compliance with Standards
Judging the Qualities of Things, Services, or People
Operations Analysis
Protective Factors
Higher values indicate stronger protection against AI displacement
Medical Scientists, Except Epidemiologists
35%
total discount
Industrial Ecologists
30%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
Industrial Ecologists
7 of 15 at risk85%Build and maintain databases of information about energy alternatives, pollutants, natural environments, industrial processes, and other information related to ecological change.
57%Review research literature to maintain knowledge on topics related to industrial ecology, such as physical science, technology, economy, and public policy.
55%Prepare technical and research reports such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public.
53%Identify sustainable alternatives to industrial or waste management practices.
51%Identify environmental impacts caused by products, systems, or projects.
Wage Comparison
Industrial Ecologists earns -$20,530(-20%) vs Medical Scientists, Except Epidemiologists
Medical Scientists, Except EpidemiologistsIndustrial Ecologists
10th
$61,860$50,130
25th
$77,260$62,090
Median
$100,590$80,060
75th
$133,870$103,730
90th
$168,210$134,830
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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Medical Scientists, Except Epidemiologists: Not yetIndustrial Ecologists: Not yet