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

57 shared · 37 different

core competencies

19%low risk
Automotive Specialty Technicians

Side-by-Side Comparison

MetricAircraft Mechanics and Service TechniciansAutomotive Specialty Technicians
Risk Score21.6%18.7%
Risk TierLow RiskLow Risk
Risk Percentile10th5th
Tasks at Risk (>50%)3 / 154 / 15
Median Salary$78,680$49,670
Employment136K689K

Skill Comparison

|

Sorted by largest difference

Documenting/Recording Information
Evaluating Information to Determine Compliance with Standards
Inspecting Equipment, Structures, or Material
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Equipment MaintenanceAI-Resistant
Repairing and Maintaining Mechanical Equipment
Written Comprehension
Monitor Processes, Materials, or Surroundings
Thinking Creatively
Identifying Objects, Actions, and Events
Reading ComprehensionAI-Vulnerable
Coaching and Developing Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Aircraft Mechanics and Service Technicians

33%

total discount

Automotive Specialty Technicians

28%

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.

Automotive Specialty Technicians

4 of 15 at risk
74%Estimate costs of vehicle repair.
59%Inspect vehicles for damage and record findings so that necessary repairs can be made.
55%Test electronic computer components in automobiles to ensure proper operation.
53%Troubleshoot fuel, ignition, and emissions control systems, using electronic testing equipment.
45%Align wheels, axles, frames, torsion bars, and steering mechanisms of automobiles, using special alignment equipment and wheel-balancing machines.

Wage Comparison

Automotive Specialty Technicians earns -$29,010(-37%) vs Aircraft Mechanics and Service Technicians
Aircraft Mechanics and Service TechniciansAutomotive Specialty Technicians
10th
$47,790$33,660
25th
$61,920$38,140
Median
$78,680$49,670
75th
$95,050$65,660
90th
$120,080$80,850

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Aircraft Mechanics and Service Technicians2028–2035
Automotive Specialty Technicians2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Aircraft Mechanics and Service Technicians

$61,654

from $78,680

Automotive Specialty Technicians

$40,362

from $49,670

After adjusting for AI risk, Aircraft Mechanics and Service Technicians offers $21,292 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Aircraft

0

Unique to Automotive

Combined Protection Strategy

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

Creativity
Social Intelligence
Regulatory Barriers
Decision Complexity
Aircraft Mechanics and Service TechniciansAutomotive Specialty Technicians
Find transitions from Aircraft Mechanics and Service TechniciansFind transitions from Automotive Specialty Technicians