Takeover Tracker
30%medium risk
Animal Scientists
vs

64 shared · 22 different

core competencies

Side-by-Side Comparison

MetricAnimal ScientistsEnvironmental Scientists and Specialists, Including Health
Risk Score29.8%31.9%
Risk TierMedium RiskMedium Risk
Risk Percentile38th51th
Tasks at Risk (>50%)3 / 94 / 15
Median Salary$79,120$80,060
Employment2K85K

Skill Comparison

|

Sorted by largest difference

Education and Training
Training and Teaching Others
Biology
Thinking Creatively
Coaching and Developing Others
Analyzing Data or Information
Updating and Using Relevant Knowledge
Production and Processing
Monitoring and Controlling Resources
Interpreting the Meaning of Information for Others
Guiding, Directing, and Motivating Subordinates
Sales and Marketing

Protective Factors

Higher values indicate stronger protection against AI displacement

Animal Scientists

33%

total discount

Environmental Scientists and Specialists, Including Health

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Environmental Scientists and Specialists, Including Health

4 of 15 at risk
87%Prepare charts or graphs from data samples, providing summary information on the environmental relevance of the data.
63%Process and review environmental permits, licenses, or related materials.
55%Develop the technical portions of legal documents, administrative orders, or consent decrees.
51%Monitor effects of pollution or land degradation and recommend means of prevention or control.
49%Analyze data to determine validity, quality, and scientific significance and to interpret correlations between human activities and environmental effects.

Wage Comparison

Environmental Scientists and Specialists, Including Health earns +$940(+1%) vs Animal Scientists
Animal ScientistsEnvironmental Scientists and Specialists, Including Health
10th
$48,440$50,130
25th
$59,610$62,090
Median
$79,120$80,060
75th
$128,450$103,730
90th
$235,750$134,830

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Animal Scientists20282035
Environmental Scientists and Specialists, Including Health20282035
20242030203520402045

Animal Scientists has a longer runway before significant displacement, projected 0 years later than Environmental Scientists and Specialists, Including Health.

Risk-Adjusted Salary

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

Animal Scientists

$55,526

from $79,120

Environmental Scientists and Specialists, Including Health

$54,521

from $80,060

After adjusting for AI risk, Animal Scientists offers $1,006 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Animal

0

Unique to Environmental

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Social Intelligence
Animal ScientistsEnvironmental Scientists and Specialists, Including Health