58 shared · 20 different
core competencies
Side-by-Side Comparison
Wind Energy Engineers leads 4–1| Metric | Wind Energy Engineers | Civil Engineering Technicians |
|---|---|---|
| Risk Score | 33.3% | 40.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 58th | 81th |
| Tasks at Risk (>50%) | 10 / 15 | 6 / 15 |
| Median Salary | $117,750 | $64,200 |
| Employment | 151K | 62K |
Skill Comparison
Sorted by largest difference
Protective Factors
Higher values indicate stronger protection against AI displacement
Wind Energy Engineers
30%
total discount
Civil Engineering Technicians
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Wind Energy Engineers
10 of 15 at riskCivil Engineering Technicians
6 of 15 at riskWage Comparison
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Wind Energy Engineers has a longer runway before significant displacement, projected 0 years later than Civil Engineering Technicians.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Wind Energy Engineers
$78,563
from $117,750
Civil Engineering Technicians
$38,321
from $64,200
After adjusting for AI risk, Wind Energy Engineers offers $40,242 more in risk-adjusted pay.
Transition Feasibility
Skill Overlap
Low overlap — significant retraining needed for transition
Unique to Wind
Unique to Civil
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors