Takeover Tracker
vs

59 shared · 35 different

core competencies

Side-by-Side Comparison

MetricWater/Wastewater EngineersProduct Safety Engineers
Risk Score30.0%35.0%
Risk TierMedium RiskMedium Risk
Risk Percentile39th66th
Tasks at Risk (>50%)4 / 154 / 9
Median Salary$104,170$109,660
Employment38K23K

Skill Comparison

|

Sorted by largest difference

MathematicsAI-Vulnerable
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Building and Construction
Design
Biology
Coordinating the Work and Activities of Others
Production and Processing
Scheduling Work and Activities
Developing and Building Teams
Mathematical Reasoning
Number Facility
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Water/Wastewater Engineers

32%

total discount

Product Safety Engineers

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Water/Wastewater Engineers

4 of 15 at risk
85%Gather and analyze water use data to forecast water demand.
54%Analyze and recommend chemical, biological, or other wastewater treatment methods to prepare water for industrial or domestic use.
52%Design domestic or industrial water or wastewater treatment plants, including advanced facilities with sequencing batch reactors (SBR), membranes, lift stations, headworks, surge overflow basins, ultraviolet disinfection systems, aerobic digesters, sludge lagoons, or control buildings.
51%Perform hydraulic analyses of water supply systems or water distribution networks to model flow characteristics, test for pressure losses, or to identify opportunities to mitigate risks and improve operational efficiency.
49%Analyze storm water or floodplain drainage systems to control erosion, stabilize river banks, repair channel streams, or design bridges.

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.

Wage Comparison

Product Safety Engineers earns +$5,490(+5%) vs Water/Wastewater Engineers
Water/Wastewater EngineersProduct Safety Engineers
10th
$64,950$62,050
25th
$80,510$85,400
Median
$104,170$109,660
75th
$130,830$136,150
90th
$161,910$166,670

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Water/Wastewater Engineers20282035
Product Safety Engineers20282035
20242030203520402045

Water/Wastewater Engineers 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%)

Water/Wastewater Engineers

$72,950

from $104,170

Product Safety Engineers

$71,246

from $109,660

After adjusting for AI risk, Water/Wastewater Engineers offers $1,704 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Water/Wastewater

0

Unique to Product

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Fine Manipulation
Social Intelligence
Water/Wastewater EngineersProduct Safety Engineers