Takeover Tracker
29%medium risk
Environmental Engineers
vs

62 shared · 31 different

core competencies

32%medium risk
Wind Energy Project Managers

Side-by-Side Comparison

MetricEnvironmental EngineersWind Energy Project Managers
Risk Score29.1%32.4%
Risk TierMedium RiskMedium Risk
Risk Percentile34th53th
Tasks at Risk (>50%)2 / 159 / 15
Median Salary$104,170$136,550
Employment38K631K

Skill Comparison

|

Sorted by largest difference

Physics
Engineering and Technology
MathematicsAI-Vulnerable
Interpreting the Meaning of Information for Others
Coaching and Developing Others
Analyzing Data or Information
Processing Information
Law and Government
Public Safety and Security
Education and Training
Interacting With Computers
Design

Protective Factors

Higher values indicate stronger protection against AI displacement

Environmental Engineers

34%

total discount

Wind Energy Project Managers

31%

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.

Wind Energy Project Managers

9 of 15 at risk
85%Update schedules, estimates, forecasts, or budgets for wind projects.
85%Prepare requests for proposals (RFPs) for wind project construction or equipment acquisition.
84%Prepare wind project documentation, including diagrams or layouts.
83%Prepare or assist in the preparation of applications for environmental, building, or other required permits.
69%Provide verbal or written project status reports to project teams, management, subcontractors, customers, or owners.

Wage Comparison

Wind Energy Project Managers earns +$32,380(+31%) vs Environmental Engineers
Environmental EngineersWind Energy Project 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
Wind Energy Project Managers2028–2035
20242030203520402045

Environmental Engineers has a longer runway before significant displacement, projected 0 years later than Wind Energy Project Managers.

Risk-Adjusted Salary

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

Environmental Engineers

$73,888

from $104,170

Wind Energy Project Managers

$92,321

from $136,550

After adjusting for AI risk, Wind Energy Project Managers offers $18,434 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Environmental

0

Unique to Wind

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Decision Complexity
Fine Manipulation
Environmental EngineersWind Energy Project Managers
Find transitions from Environmental EngineersFind transitions from Wind Energy Project Managers