Takeover Tracker
29%medium risk
Zoologists and Wildlife Biologists
vs

65 shared · 15 different

core competencies

33%medium risk
Climate Change Analysts

Side-by-Side Comparison

MetricZoologists and Wildlife BiologistsClimate Change Analysts
Risk Score28.5%32.5%
Risk TierMedium RiskMedium Risk
Risk Percentile31th54th
Tasks at Risk (>50%)5 / 156 / 14
Median Salary$72,860$80,060
Employment17K85K

Skill Comparison

|

Sorted by largest difference

Biology
Monitor Processes, Materials, or Surroundings
Selling or Influencing Others
Science
Customer and Personal Service
Documenting/Recording Information
Communicating with Persons Outside Organization
Scheduling Work and Activities
Law and Government
Performing for or Working Directly with the Public
Monitoring and Controlling Resources
Provide Consultation and Advice to Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Zoologists and Wildlife Biologists

32%

total discount

Climate Change Analysts

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Climate Change Analysts

6 of 14 at risk
86%Gather and review climate-related studies from government agencies, research laboratories, and other organizations.
84%Prepare grant applications to obtain funding for programs related to climate change, environmental management, or sustainability.
55%Write reports or academic papers to communicate findings of climate-related studies.
53%Provide analytical support for policy briefs related to renewable energy, energy efficiency, or climate change.
50%Review existing policies or legislation to identify environmental impacts.

Wage Comparison

Climate Change Analysts earns +$7,200(+10%) vs Zoologists and Wildlife Biologists
Zoologists and Wildlife BiologistsClimate Change Analysts
10th
$48,240$50,130
25th
$58,360$62,090
Median
$72,860$80,060
75th
$90,590$103,730
90th
$113,350$134,830

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Zoologists and Wildlife Biologists2028–2035
Climate Change Analysts2028–2035
20242030203520402045

Zoologists and Wildlife Biologists has a longer runway before significant displacement, projected 0 years later than Climate Change Analysts.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Zoologists and Wildlife Biologists

$52,095

from $72,860

Climate Change Analysts

$54,000

from $80,060

After adjusting for AI risk, Climate Change Analysts offers $1,906 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Zoologists

0

Unique to Climate

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation
Regulatory Barriers
Decision Complexity
Creativity
Zoologists and Wildlife BiologistsClimate Change Analysts
Find transitions from Zoologists and Wildlife BiologistsFind transitions from Climate Change Analysts