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

68 shared · 32 different

core competencies

30%medium risk
Automotive Engineering Technicians

Side-by-Side Comparison

MetricAircraft Mechanics and Service TechniciansAutomotive Engineering Technicians
Risk Score21.6%29.7%
Risk TierLow RiskMedium Risk
Risk Percentile10th37th
Tasks at Risk (>50%)3 / 156 / 15
Median Salary$78,680$68,730
Employment136K37K

Skill Comparison

|

Sorted by largest difference

Computers and Electronics
Equipment MaintenanceAI-Resistant
Mechanical
Identifying Objects, Actions, and Events
Engineering and Technology
Evaluating Information to Determine Compliance with Standards
Inspecting Equipment, Structures, or Material
Repairing and Maintaining Mechanical Equipment
Repairing
Manual DexterityAI-Resistant
Troubleshooting
Assisting and Caring for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Aircraft Mechanics and Service Technicians

33%

total discount

Automotive Engineering 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.

Automotive Engineering Technicians

6 of 15 at risk
86%Order new test equipment, supplies, or replacement parts.
85%Monitor computer-controlled test equipment, according to written or verbal instructions.
69%Read and interpret blueprints, schematics, work specifications, drawings, or charts.
63%Document test results, using cameras, spreadsheets, documents, or other tools.
53%Perform or execute manual or automated tests of automotive system or component performance, efficiency, or durability.

Wage Comparison

Automotive Engineering Technicians earns -$9,950(-13%) vs Aircraft Mechanics and Service Technicians
Aircraft Mechanics and Service TechniciansAutomotive Engineering Technicians
10th
$47,790$46,940
25th
$61,920$57,330
Median
$78,680$68,730
75th
$95,050$82,980
90th
$120,080$100,890

Premium Head-to-Head Analysis

Displacement Timeline Comparison

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

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

Risk-Adjusted Salary

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

Aircraft Mechanics and Service Technicians

$61,654

from $78,680

Automotive Engineering Technicians

$48,324

from $68,730

After adjusting for AI risk, Aircraft Mechanics and Service Technicians offers $13,330 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

Fine Manipulation
Social Intelligence
Decision Complexity
Creativity
Aircraft Mechanics and Service TechniciansAutomotive Engineering Technicians
Find transitions from Aircraft Mechanics and Service TechniciansFind transitions from Automotive Engineering Technicians