Takeover Tracker

32%medium risk
Hydrologists
vs

67 shared · 18 different

core competencies

Side-by-Side Comparison

MetricHydrologistsZoologists and Wildlife Biologists
Risk Score31.9%28.5%
Risk TierMedium RiskMedium Risk
Risk Percentile50th31th
Tasks at Risk (>50%)7 / 155 / 15
Median Salary$92,060$72,860
Employment6K17K

Skill Comparison

|

Sorted by largest difference

Physics
Engineering and Technology
Biology
MathematicsAI-Vulnerable
Chemistry
MathematicsAI-Vulnerable
Mathematical Reasoning
Geography
Analyzing Data or Information
Performing for or Working Directly with the Public
Law and Government
Monitoring and Controlling Resources

Protective Factors

Higher values indicate stronger protection against AI displacement

Hydrologists

32%

total discount

Zoologists and Wildlife Biologists

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Hydrologists

7 of 15 at risk
86%Measure and graph phenomena such as lake levels, stream flows, and changes in water volumes.
59%Prepare reports or presentations describing research results, using illustrations, maps, appendices, and other information.
55%Develop computer models for hydrologic predictions.
51%Conduct research and communicate information to promote the conservation and preservation of water resources.
51%Study public water supply issues, including flood and drought risks, water quality, wastewater, and impacts on wetland habitats.

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 -$19,200(-21%) vs Hydrologists
HydrologistsZoologists and Wildlife Biologists
10th
$60,010$48,240
25th
$73,330$58,360
Median
$92,060$72,860
75th
$114,940$90,590
90th
$139,420$113,350

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Head-to-head task automation timeline
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Combined protective factor strategy
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