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

42 shared · 50 different

core competencies

30%medium risk
Maintenance Workers, Machinery

Side-by-Side Comparison

MetricAircraft Mechanics and Service TechniciansMaintenance Workers, Machinery
Risk Score21.6%29.7%
Risk TierLow RiskMedium Risk
Risk Percentile10th37th
Tasks at Risk (>50%)3 / 1510 / 15
Median Salary$78,680$60,500
Employment136K57K

Skill Comparison

|

Sorted by largest difference

Documenting/Recording Information
Evaluating Information to Determine Compliance with Standards
Updating and Using Relevant Knowledge
Interpreting the Meaning of Information for Others
Interacting With Computers
Mechanical
Analyzing Data or Information
Judging the Qualities of Things, Services, or People
Identifying Objects, Actions, and Events
Inspecting Equipment, Structures, or Material
Making Decisions and Solving Problems
Guiding, Directing, and Motivating Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Aircraft Mechanics and Service Technicians

33%

total discount

Maintenance Workers, Machinery

27%

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.

Maintenance Workers, Machinery

10 of 15 at risk
88%Inventory and requisition machine parts, equipment, and other supplies so that stock can be maintained and replenished.
86%Read work orders and specifications to determine machines and equipment requiring repair or maintenance.
86%Record production, repair, and machine maintenance information.
61%Transport machine parts, tools, equipment, and other material between work areas and storage, using cranes, hoists, or dollies.
57%Set up and operate machines, and adjust controls to regulate operations.

Wage Comparison

Maintenance Workers, Machinery earns -$18,180(-23%) vs Aircraft Mechanics and Service Technicians
Aircraft Mechanics and Service TechniciansMaintenance Workers, Machinery
10th
$47,790$40,080
25th
$61,920$48,600
Median
$78,680$60,500
75th
$95,050$72,260
90th
$120,080$83,560

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Aircraft Mechanics and Service Technicians2028–2035
Maintenance Workers, Machinery2028–2035
20242030203520402045

Aircraft Mechanics and Service Technicians has a longer runway before significant displacement, projected 0 years later than Maintenance Workers, Machinery.

Risk-Adjusted Salary

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

Aircraft Mechanics and Service Technicians

$61,654

from $78,680

Maintenance Workers, Machinery

$42,562

from $60,500

After adjusting for AI risk, Aircraft Mechanics and Service Technicians offers $19,092 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Aircraft

0

Unique to Maintenance

Combined Protection Strategy

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

Decision Complexity
Social Intelligence
Creativity
Fine Manipulation
Aircraft Mechanics and Service TechniciansMaintenance Workers, Machinery
Find transitions from Aircraft Mechanics and Service TechniciansFind transitions from Maintenance Workers, Machinery