Takeover Tracker
vs

72 shared · 15 different

core competencies

Side-by-Side Comparison

MetricWater Resource SpecialistsBrownfield Redevelopment Specialists and Site Managers
Risk Score33.8%29.6%
Risk TierMedium RiskMedium Risk
Risk Percentile61th36th
Tasks at Risk (>50%)5 / 155 / 15
Median Salary$161,180$136,550
Employment101K631K

Skill Comparison

|

Sorted by largest difference

Engineering and Technology
Analyzing Data or Information
Physics
Processing Information
CoordinationAI-Resistant
Design
MathematicsAI-Vulnerable
Geography
Management of Financial Resources
Interacting With Computers
Performing for or Working Directly with the Public
NegotiationAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Water Resource Specialists

31%

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 Resource Specialists

5 of 15 at risk
87%Write proposals, project reports, informational brochures, or other documents on wastewater purification, water supply and demand, or other water resource subjects.
87%Monitor water use, demand, or quality in a particular geographic area.
87%Compile water resource data, using geographic information systems (GIS) or global position systems (GPS) software.
51%Identify and characterize specific causes or sources of water pollution.
51%Analyze storm water systems to identify opportunities for water resource improvements.

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 -$24,630(-15%) vs Water Resource Specialists
Water Resource SpecialistsBrownfield Redevelopment Specialists and Site Managers
10th
$79,830$68,860
25th
$114,110$100,010
Median
$161,180$136,550
75th
$214,820$179,190
90th
$239,200$227,590

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Water Resource Specialists20282035
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 Resource Specialists.

Risk-Adjusted Salary

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

Water Resource Specialists

$106,653

from $161,180

Brownfield Redevelopment Specialists and Site Managers

$96,159

from $136,550

After adjusting for AI risk, Water Resource Specialists offers $10,494 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Water

0

Unique to Brownfield

Combined Protection Strategy

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

Social Intelligence
Fine Manipulation
Regulatory Barriers
Creativity
Water Resource SpecialistsBrownfield Redevelopment Specialists and Site Managers