Takeover Tracker
vs

63 shared · 32 different

core competencies

Side-by-Side Comparison

MetricWater/Wastewater EngineersBrownfield Redevelopment Specialists and Site Managers
Risk Score30.0%29.6%
Risk TierMedium RiskMedium Risk
Risk Percentile39th36th
Tasks at Risk (>50%)4 / 155 / 15
Median Salary$104,170$136,550
Employment38K631K

Skill Comparison

|

Sorted by largest difference

Engineering and Technology
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Design
Physics
Building and Construction
Science
Mechanical
MathematicsAI-Vulnerable
Biology
Customer and Personal Service
Inspecting Equipment, Structures, or Material
Visualization

Protective Factors

Higher values indicate stronger protection against AI displacement

Water/Wastewater Engineers

32%

total discount

Brownfield Redevelopment Specialists and Site Managers

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.

Brownfield Redevelopment Specialists and Site Managers

5 of 15 at risk
86%Maintain records of decisions, actions, and progress related to environmental redevelopment projects.
84%Prepare reports or presentations to communicate brownfield redevelopment needs, status, or progress.
84%Prepare and submit permit applications for demolition, cleanup, remediation, or construction projects.
80%Coordinate the disposal of hazardous waste.
51%Identify and apply for project funding.

Wage Comparison

Brownfield Redevelopment Specialists and Site Managers earns +$32,380(+31%) vs Water/Wastewater Engineers
Water/Wastewater EngineersBrownfield Redevelopment Specialists and Site Managers
10th
$64,950$68,860
25th
$80,510$100,010
Median
$104,170$136,550
75th
$130,830$179,190
90th
$161,910$227,590

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Water/Wastewater Engineers20282035
Brownfield Redevelopment Specialists and Site Managers20282035
20242030203520402045

Brownfield Redevelopment Specialists and Site Managers 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

Brownfield Redevelopment Specialists and Site Managers

$96,159

from $136,550

After adjusting for AI risk, Brownfield Redevelopment Specialists and Site Managers offers $23,208 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 Brownfield

Combined Protection Strategy

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

Social Intelligence
Decision Complexity
Creativity
Regulatory Barriers
Water/Wastewater EngineersBrownfield Redevelopment Specialists and Site Managers