Takeover Tracker
vs

66 shared · 26 different

core competencies

Side-by-Side Comparison

MetricProduct Safety EngineersEnvironmental Scientists and Specialists, Including Health
Risk Score35.0%31.9%
Risk TierMedium RiskMedium Risk
Risk Percentile66th51th
Tasks at Risk (>50%)4 / 94 / 15
Median Salary$109,660$80,060
Employment23K85K

Skill Comparison

|

Sorted by largest difference

Engineering and Technology
Production and Processing
Training and Teaching Others
Design
Coaching and Developing Others
Guiding, Directing, and Motivating Subordinates
Inspecting Equipment, Structures, or Material
Mechanical
MathematicsAI-Vulnerable
Performing for or Working Directly with the Public
Clerical
Education and Training

Protective Factors

Higher values indicate stronger protection against AI displacement

Product Safety Engineers

32%

total discount

Environmental Scientists and Specialists, Including Health

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Product Safety Engineers

4 of 9 at risk
85%Participate in preparation of product usage and precautionary label instructions.
84%Report accident investigation findings.
51%Conduct research to evaluate safety levels for products.
51%Evaluate potential health hazards or damage that could occur from product misuse.
49%Recommend procedures for detection, prevention, and elimination of physical, chemical, or other product hazards.

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 -$29,600(-27%) vs Product Safety Engineers
Product Safety EngineersEnvironmental Scientists and Specialists, Including Health
10th
$62,050$50,130
25th
$85,400$62,090
Median
$109,660$80,060
75th
$136,150$103,730
90th
$166,670$134,830

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Product Safety Engineers20282035
Environmental Scientists and Specialists, Including Health20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Product Safety Engineers

$71,246

from $109,660

Environmental Scientists and Specialists, Including Health

$54,521

from $80,060

After adjusting for AI risk, Product Safety Engineers offers $16,725 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Product

0

Unique to Environmental

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Decision Complexity
Creativity
Product Safety EngineersEnvironmental Scientists and Specialists, Including Health