Takeover Tracker

vs

69 shared · 13 different

core competencies

Side-by-Side Comparison

MetricNatural Sciences ManagersZoologists and Wildlife Biologists
Risk Score27.3%28.5%
Risk TierMedium RiskMedium Risk
Risk Percentile26th31th
Tasks at Risk (>50%)3 / 155 / 15
Median Salary$161,180$72,860
Employment101K17K

Skill Comparison

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Sorted by largest difference

Biology
Management of Personnel Resources
Performing for or Working Directly with the Public
Operating Vehicles, Mechanized Devices, or Equipment
Chemistry
Geography
Speech Clarity
MathematicsAI-Vulnerable
Coaching and Developing Others
Interacting With Computers
Fluency of Ideas
Originality

Protective Factors

Higher values indicate stronger protection against AI displacement

Natural Sciences Managers

32%

total discount

Zoologists and Wildlife Biologists

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Natural Sciences Managers

3 of 15 at risk
84%Prepare and administer budgets, approve and review expenditures, and prepare financial reports.
53%Conduct own research in field of expertise.
52%Prepare project proposals.
49%Design or coordinate successive phases of problem analysis, solution proposals, or testing.
47%Develop or implement policies, standards, or procedures for the architectural, scientific, or technical work performed to ensure regulatory compliance or operations enhancement.

Zoologists and Wildlife Biologists

5 of 15 at risk
77%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 -$88,320(-55%) vs Natural Sciences Managers
Natural Sciences ManagersZoologists and Wildlife Biologists
10th
$79,830$48,240
25th
$114,110$58,360
Median
$161,180$72,860
75th
$214,820$90,590
90th
$239,200$113,350

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
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