Takeover Tracker
29%medium risk
Environmental Engineers
vs

69 shared · 28 different

core competencies

30%medium risk
Brownfield Redevelopment Specialists and Site Managers

Side-by-Side Comparison

MetricEnvironmental EngineersBrownfield Redevelopment Specialists and Site Managers
Risk Score29.1%29.6%
Risk TierMedium RiskMedium Risk
Risk Percentile34th36th
Tasks at Risk (>50%)2 / 155 / 15
Median Salary$104,170$136,550
Employment38K631K

Skill Comparison

|

Sorted by largest difference

Engineering and Technology
Physics
Chemistry
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Analyzing Data or Information
Design
Mechanical
Coaching and Developing Others
MathematicsAI-Vulnerable
Processing Information
Inspecting Equipment, Structures, or Material
Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Environmental Engineers

34%

total discount

Brownfield Redevelopment Specialists and Site Managers

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Environmental Engineers

2 of 15 at risk
85%Obtain, update, or maintain plans, permits, or standard operating procedures.
51%Prepare, review, or update environmental investigation or recommendation reports.
49%Develop site-specific health and safety protocols, such as spill contingency plans or methods for loading or transporting waste.
47%Provide technical support for environmental remediation or litigation projects, including remediation system design or determination of regulatory applicability.
47%Develop proposed project objectives and targets and report to management on progress in attaining them.

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 Environmental Engineers
Environmental 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

Environmental Engineers2028–2035
Brownfield Redevelopment Specialists and Site Managers2028–2035
20242030203520402045

Environmental Engineers has a longer runway before significant displacement, projected 0 years later than Brownfield Redevelopment Specialists and Site Managers.

Risk-Adjusted Salary

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

Environmental Engineers

$73,888

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 $22,271 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Environmental

0

Unique to Brownfield

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Decision Complexity
Social Intelligence
Environmental EngineersBrownfield Redevelopment Specialists and Site Managers
Find transitions from Environmental EngineersFind transitions from Brownfield Redevelopment Specialists and Site Managers