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

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Head-to-head task automation timeline
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