Takeover Tracker
22%low risk
Aircraft Mechanics and Service Technicians
vs

65 shared · 30 different

core competencies

25%low risk
Wind Turbine Service Technicians

Side-by-Side Comparison

MetricAircraft Mechanics and Service TechniciansWind Turbine Service Technicians
Risk Score21.6%24.7%
Risk TierLow RiskLow Risk
Risk Percentile10th18th
Tasks at Risk (>50%)3 / 155 / 13
Median Salary$78,680$62,580
Employment136K11K

Skill Comparison

|

Sorted by largest difference

Performing General Physical Activities
Documenting/Recording Information
Computers and Electronics
Mechanical
Equipment MaintenanceAI-Resistant
Evaluating Information to Determine Compliance with Standards
Interpreting the Meaning of Information for Others
Identifying Objects, Actions, and Events
Gross Body Equilibrium
Monitor Processes, Materials, or Surroundings
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Customer and Personal Service

Protective Factors

Higher values indicate stronger protection against AI displacement

Aircraft Mechanics and Service Technicians

33%

total discount

Wind Turbine Service Technicians

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Aircraft Mechanics and Service Technicians

3 of 15 at risk
86%Maintain repair logs, documenting all preventive and corrective aircraft maintenance.
59%Read and interpret pilots' descriptions of problems to diagnose causes.
57%Read and interpret maintenance manuals, service bulletins, and other specifications to determine the feasibility and method of repairing or replacing malfunctioning or damaged components.
41%Measure parts for wear, using precision instruments.
39%Check for corrosion, distortion, and invisible cracks in the fuselage, wings, and tail, using x-ray and magnetic inspection equipment.

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.

Wage Comparison

Wind Turbine Service Technicians earns -$16,100(-20%) vs Aircraft Mechanics and Service Technicians
Aircraft Mechanics and Service TechniciansWind Turbine Service Technicians
10th
$47,790$49,110
25th
$61,920$58,910
Median
$78,680$62,580
75th
$95,050$75,640
90th
$120,080$88,090

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Aircraft Mechanics and Service Technicians2028–2035
Wind Turbine Service Technicians2028–2035
20242030203520402045

Aircraft Mechanics and Service Technicians has a longer runway before significant displacement, projected 0 years later than Wind Turbine Service Technicians.

Risk-Adjusted Salary

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

Aircraft Mechanics and Service Technicians

$61,654

from $78,680

Wind Turbine Service Technicians

$47,116

from $62,580

After adjusting for AI risk, Aircraft Mechanics and Service Technicians offers $14,537 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Aircraft

0

Unique to Wind

Combined Protection Strategy

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

Social Intelligence
Creativity
Decision Complexity
Fine Manipulation
Aircraft Mechanics and Service TechniciansWind Turbine Service Technicians
Find transitions from Aircraft Mechanics and Service TechniciansFind transitions from Wind Turbine Service Technicians