Takeover Tracker
29%medium risk
Environmental Engineers
vs

76 shared · 20 different

core competencies

30%medium risk
Animal Scientists

Side-by-Side Comparison

MetricEnvironmental EngineersAnimal Scientists
Risk Score29.1%29.8%
Risk TierMedium RiskMedium Risk
Risk Percentile34th38th
Tasks at Risk (>50%)2 / 153 / 9
Median Salary$104,170$79,120
Employment38K2K

Skill Comparison

|

Sorted by largest difference

Engineering and Technology
Design
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Biology
Building and Construction
Law and Government
Public Safety and Security
Coordinating the Work and Activities of Others
Geography
Evaluating Information to Determine Compliance with Standards
Mechanical
Physics

Protective Factors

Higher values indicate stronger protection against AI displacement

Environmental Engineers

34%

total discount

Animal Scientists

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Environmental Engineers

2 of 15 at risk
85%Obtain, update, or maintain plans, permits, or standard operating procedures.
51%Prepare, review, or update environmental investigation or recommendation reports.
49%Develop site-specific health and safety protocols, such as spill contingency plans or methods for loading or transporting waste.
47%Provide technical support for environmental remediation or litigation projects, including remediation system design or determination of regulatory applicability.
47%Develop proposed project objectives and targets and report to management on progress in attaining them.

Animal Scientists

3 of 9 at risk
55%Research and control animal selection and breeding practices to increase production efficiency and improve animal quality.
51%Study nutritional requirements of animals and nutritive values of animal feed materials.
51%Determine genetic composition of animal populations and heritability of traits, using principles of genetics.
47%Study effects of management practices, processing methods, feed, or environmental conditions on quality and quantity of animal products, such as eggs and milk.
47%Conduct research concerning animal nutrition, breeding, or management to improve products or processes.

Wage Comparison

Animal Scientists earns -$25,050(-24%) vs Environmental Engineers
Environmental EngineersAnimal Scientists
10th
$64,950$48,440
25th
$80,510$59,610
Median
$104,170$79,120
75th
$130,830$128,450
90th
$161,910$235,750

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Environmental Engineers2028–2035
Animal Scientists2028–2035
20242030203520402045

Environmental Engineers has a longer runway before significant displacement, projected 0 years later than Animal Scientists.

Risk-Adjusted Salary

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

Environmental Engineers

$73,888

from $104,170

Animal Scientists

$55,526

from $79,120

After adjusting for AI risk, Environmental Engineers offers $18,361 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Environmental

0

Unique to Animal

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Fine Manipulation
Decision Complexity
Environmental EngineersAnimal Scientists
Find transitions from Environmental EngineersFind transitions from Animal Scientists