medium risk
Biologistsvs
72 shared · 16 different
core competencies
medium risk
Zoologists and Wildlife BiologistsSide-by-Side Comparison
Zoologists and Wildlife Biologists leads 4–1| Metric | Biologists | Zoologists and Wildlife Biologists |
|---|---|---|
| Risk Score | 30.1% | 28.5% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 39th | 31th |
| Tasks at Risk (>50%) | 6 / 15 | 5 / 15 |
| Median Salary | $93,340 | $72,860 |
| Employment | 131K | 17K |
Skill Comparison
|
Sorted by largest difference
Training and Teaching Others
Science
Chemistry
Coaching and Developing Others
MathematicsAI-Vulnerable
Mathematical Reasoning
Inspecting Equipment, Structures, or Material
Monitoring and Controlling Resources
MathematicsAI-Vulnerable
Category Flexibility
Provide Consultation and Advice to Others
Thinking Creatively
Protective Factors
Higher values indicate stronger protection against AI displacement
Biologists
34%
total discount
Zoologists and Wildlife Biologists
32%
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.
Zoologists and Wildlife Biologists
5 of 15 at risk77%Check for, and ensure compliance with, environmental laws, and notify law enforcement when violations are identified.
59%Conduct literature reviews.
59%Prepare collections of preserved specimens or microscopic slides for species identification and study of development or disease.
55%Inventory or estimate plant and wildlife populations.
53%Study characteristics of animals, such as origin, interrelationships, classification, life histories and diseases, development, genetics, and distribution.
Wage Comparison
Zoologists and Wildlife Biologists earns -$20,480(-22%) vs Biologists
BiologistsZoologists and Wildlife Biologists
10th
$54,120$48,240
25th
$67,720$58,360
Median
$93,340$72,860
75th
$125,990$90,590
90th
$161,990$113,350
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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