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

76 shared · 18 different

core competencies

20%low risk
Automotive Master Mechanics

Side-by-Side Comparison

MetricAircraft Mechanics and Service TechniciansAutomotive Master Mechanics
Risk Score21.6%19.7%
Risk TierLow RiskLow Risk
Risk Percentile10th6th
Tasks at Risk (>50%)3 / 154 / 15
Median Salary$78,680$49,670
Employment136K689K

Skill Comparison

|

Sorted by largest difference

Documenting/Recording Information
Extent Flexibility
Written Comprehension
Computers and Electronics
Inspecting Equipment, Structures, or Material
Reading ComprehensionAI-Vulnerable
Performing Administrative Activities
Evaluating Information to Determine Compliance with Standards
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Coordinating the Work and Activities of Others
Identifying Objects, Actions, and Events
Scheduling Work and Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Aircraft Mechanics and Service Technicians

33%

total discount

Automotive Master Mechanics

31%

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 Master Mechanics

4 of 15 at risk
74%Follow checklists to ensure all important parts are examined, including belts, hoses, steering systems, spark plugs, brake and fuel systems, wheel bearings, and other potentially troublesome areas.
55%Perform routine and scheduled maintenance services, such as oil changes, lubrications, and tune-ups.
53%Maintain cleanliness of work area.
52%Plan work procedures, using charts, technical manuals, and experience.
45%Align vehicles' front ends.

Wage Comparison

Automotive Master Mechanics earns -$29,010(-37%) vs Aircraft Mechanics and Service Technicians
Aircraft Mechanics and Service TechniciansAutomotive Master Mechanics
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 Master Mechanics2028–2035
20242030203520402045

Automotive Master Mechanics 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 Master Mechanics

$39,865

from $49,670

After adjusting for AI risk, Aircraft Mechanics and Service Technicians offers $21,789 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
Regulatory Barriers
Fine Manipulation
Social Intelligence
Aircraft Mechanics and Service TechniciansAutomotive Master Mechanics
Find transitions from Aircraft Mechanics and Service TechniciansFind transitions from Automotive Master Mechanics