Takeover Tracker
30%medium risk
Water/Wastewater Engineers
vs

73 shared · 18 different

core competencies

30%medium risk
Energy Engineers

Side-by-Side Comparison

MetricWater/Wastewater EngineersEnergy Engineers
Risk Score30.0%29.6%
Risk TierMedium RiskMedium Risk
Risk Percentile39th36th
Tasks at Risk (>50%)4 / 157 / 15
Median Salary$104,170$117,750
Employment38K151K

Skill Comparison

|

Sorted by largest difference

Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Design
Chemistry
Engineering and Technology
Technology DesignAI-Augmented
Performing for or Working Directly with the Public
Scheduling Work and Activities
Evaluating Information to Determine Compliance with Standards
Coordinating the Work and Activities of Others
Organizing, Planning, and Prioritizing Work
Monitoring and Controlling Resources
Computers and Electronics

Protective Factors

Higher values indicate stronger protection against AI displacement

Water/Wastewater Engineers

32%

total discount

Energy Engineers

31%

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.

Energy Engineers

7 of 15 at risk
88%Verify energy bills and meter readings.
86%Prepare energy-related project reports or related documentation.
52%Monitor and analyze energy consumption.
51%Identify and recommend energy savings strategies to achieve more energy-efficient operation.
51%Perform energy modeling, measurement, verification, commissioning, or retro-commissioning.

Wage Comparison

Energy Engineers earns +$13,580(+13%) vs Water/Wastewater Engineers
Water/Wastewater EngineersEnergy Engineers
10th
$64,950$62,840
25th
$80,510$85,750
Median
$104,170$117,750
75th
$130,830$152,670
90th
$161,910$183,510

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Water/Wastewater Engineers2028–2035
Energy Engineers2028–2035
20242030203520402045

Energy Engineers has a longer runway before significant displacement, projected 0 years later than Water/Wastewater Engineers.

Risk-Adjusted Salary

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

Water/Wastewater Engineers

$72,950

from $104,170

Energy Engineers

$82,931

from $117,750

After adjusting for AI risk, Energy Engineers offers $9,981 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 Energy

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Social Intelligence
Decision Complexity
Water/Wastewater EngineersEnergy Engineers
Find transitions from Water/Wastewater EngineersFind transitions from Energy Engineers