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

60 shared · 33 different

core competencies

40%medium risk
Manufacturing Production Technicians

Side-by-Side Comparison

MetricAircraft Mechanics and Service TechniciansManufacturing Production Technicians
Risk Score21.6%40.5%
Risk TierLow RiskMedium Risk
Risk Percentile10th82th
Tasks at Risk (>50%)3 / 1510 / 15
Median Salary$78,680$77,390
Employment136K64K

Skill Comparison

|

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Documenting/Recording Information
Mechanical
Identifying Objects, Actions, and Events
Production and Processing
Evaluating Information to Determine Compliance with Standards
Repairing and Maintaining Electronic Equipment
Repairing and Maintaining Mechanical Equipment
Repairing
Design
Manual DexterityAI-Resistant
Equipment MaintenanceAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Aircraft Mechanics and Service Technicians

33%

total discount

Manufacturing Production 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.

Manufacturing Production Technicians

10 of 15 at risk
86%Plan and lay out work to meet production and schedule requirements.
82%Select cleaning materials, tools, or equipment.
78%Adhere to all applicable regulations, policies, and procedures for health, safety, and environmental compliance.
65%Inspect finished products for quality and adherence to customer specifications.
61%Test products or subassemblies for functionality or quality.

Wage Comparison

Manufacturing Production Technicians earns -$1,290(-2%) vs Aircraft Mechanics and Service Technicians
Aircraft Mechanics and Service TechniciansManufacturing Production Technicians
10th
$47,790$47,010
25th
$61,920$59,700
Median
$78,680$77,390
75th
$95,050$97,760
90th
$120,080$114,630

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Aircraft Mechanics and Service Technicians2028–2035
Manufacturing Production Technicians2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Aircraft Mechanics and Service Technicians

$61,654

from $78,680

Manufacturing Production Technicians

$46,063

from $77,390

After adjusting for AI risk, Aircraft Mechanics and Service Technicians offers $15,591 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Aircraft

0

Unique to Manufacturing

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Creativity
Decision Complexity
Aircraft Mechanics and Service TechniciansManufacturing Production Technicians
Find transitions from Aircraft Mechanics and Service TechniciansFind transitions from Manufacturing Production Technicians