medium risk
Automotive Engineersvs
78 shared · 12 different
core competencies
medium risk
Water/Wastewater EngineersSide-by-Side Comparison
Automotive Engineers leads 3–2| Metric | Automotive Engineers | Water/Wastewater Engineers |
|---|---|---|
| Risk Score | 29.7% | 30.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 37th | 39th |
| Tasks at Risk (>50%) | 8 / 15 | 4 / 15 |
| Median Salary | $102,320 | $104,170 |
| Employment | 287K | 38K |
Skill Comparison
|
Sorted by largest difference
Production and Processing
Transportation
Public Safety and Security
Interacting With Computers
Law and Government
Mechanical
Customer and Personal Service
Interpreting the Meaning of Information for Others
Chemistry
Physics
Sales and Marketing
Time Management
Protective Factors
Higher values indicate stronger protection against AI displacement
Automotive Engineers
33%
total discount
Water/Wastewater Engineers
32%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Automotive Engineers
8 of 15 at risk73%Write, review, or maintain engineering documentation.
53%Design vehicles that use lighter materials, such as aluminum, magnesium alloy, or plastic, to improve fuel efficiency.
52%Develop calibration methodologies, test methodologies, or tools.
51%Develop engineering specifications or cost estimates for automotive design concepts.
51%Perform failure, variation, or root cause analyses.
Water/Wastewater Engineers
4 of 15 at risk85%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.
Wage Comparison
Water/Wastewater Engineers earns +$1,850(+2%) vs Automotive Engineers
Automotive EngineersWater/Wastewater Engineers
10th
$68,740$64,950
25th
$81,800$80,510
Median
$102,320$104,170
75th
$130,290$130,830
90th
$161,240$161,910
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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