Takeover Tracker

Side-by-Side Comparison

MetricWind Turbine Service TechniciansElectrical and Electronics Repairers, Commercial and Industrial Equipment
Risk Score24.7%26.7%
Risk TierLow RiskMedium Risk
Risk Percentile18th24th
Tasks at Risk (>50%)5 / 135 / 15
Median Salary$62,580$71,300
Employment11K60K

Skill Comparison

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Sorted by largest difference

Performing General Physical Activities
Handling and Moving Objects
Controlling Machines and Processes
Repairing and Maintaining Mechanical Equipment
Production and Processing
Quality Control Analysis
MathematicsAI-Vulnerable
Engineering and Technology
Mechanical
English Language
Design
Gross Body Equilibrium

Protective Factors

Higher values indicate stronger protection against AI displacement

Wind Turbine Service Technicians

30%

total discount

Electrical and Electronics Repairers, Commercial and Industrial Equipment

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Wind Turbine Service Technicians

5 of 13 at risk
88%Collect turbine data for testing or research and analysis.
86%Maintain tool and spare parts inventories required for repair, installation, or replacement services.
65%Start or restart wind turbine generator systems to ensure proper operations.
57%Operate manufacturing equipment to fabricate wind turbines.
51%Diagnose problems involving wind turbine generators or control systems.

Electrical and Electronics Repairers, Commercial and Industrial Equipment

5 of 15 at risk
88%Maintain inventory of spare parts.
87%Enter information into computer to copy program or to draw, modify, or store schematics, applying knowledge of software package used.
86%Maintain equipment logs that record performance problems, repairs, calibrations, or tests.
59%Calibrate testing instruments and installed or repaired equipment to prescribed specifications.
55%Study blueprints, schematics, manuals, or other specifications to determine installation procedures.

Wage Comparison

Electrical and Electronics Repairers, Commercial and Industrial Equipment earns +$8,720(+14%) vs Wind Turbine Service Technicians
Wind Turbine Service TechniciansElectrical and Electronics Repairers, Commercial and Industrial Equipment
10th
$49,110$44,980
25th
$58,910$56,750
Median
$62,580$71,300
75th
$75,640$85,160
90th
$88,090$103,060

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Wind Turbine Service Technicians20282035
Electrical and Electronics Repairers, Commercial and Industrial Equipment20282035
20242030203520402045

Wind Turbine Service Technicians has a longer runway before significant displacement, projected 0 years later than Electrical and Electronics Repairers, Commercial and Industrial Equipment.

Risk-Adjusted Salary

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

Wind Turbine Service Technicians

$47,116

from $62,580

Electrical and Electronics Repairers, Commercial and Industrial Equipment

$52,270

from $71,300

After adjusting for AI risk, Electrical and Electronics Repairers, Commercial and Industrial Equipment offers $5,154 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Wind

0

Unique to Electrical

Combined Protection Strategy

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

Fine Manipulation
Creativity
Social Intelligence
Regulatory Barriers
Wind Turbine Service TechniciansElectrical and Electronics Repairers, Commercial and Industrial Equipment