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

64 shared · 35 different

core competencies

16%low risk
Farm Equipment Mechanics and Service Technicians

Side-by-Side Comparison

MetricAircraft Mechanics and Service TechniciansFarm Equipment Mechanics and Service Technicians
Risk Score21.6%16.3%
Risk TierLow RiskLow Risk
Risk Percentile10th2th
Tasks at Risk (>50%)3 / 153 / 14
Median Salary$78,680$52,080
Employment136K37K

Skill Comparison

|

Sorted by largest difference

Documenting/Recording Information
Evaluating Information to Determine Compliance with Standards
Interpreting the Meaning of Information for Others
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Coordinating the Work and Activities of Others
Inspecting Equipment, Structures, or Material
Coaching and Developing Others
Updating and Using Relevant Knowledge
Performing Administrative Activities
Developing and Building Teams
Interacting With Computers
Monitor Processes, Materials, or Surroundings

Protective Factors

Higher values indicate stronger protection against AI displacement

Aircraft Mechanics and Service Technicians

33%

total discount

Farm Equipment Mechanics and Service Technicians

29%

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.

Farm Equipment Mechanics and Service Technicians

3 of 14 at risk
86%Record details of repairs made and parts used.
67%Calculate bills according to record of repairs made, labor time, and parts used.
51%Examine and listen to equipment, read inspection reports, and confer with customers to locate and diagnose malfunctions.
47%Clean and lubricate parts.
17%Drive trucks to haul tools and equipment for on-site repair of large machinery.

Wage Comparison

Farm Equipment Mechanics and Service Technicians earns -$26,600(-34%) vs Aircraft Mechanics and Service Technicians
Aircraft Mechanics and Service TechniciansFarm Equipment Mechanics and Service Technicians
10th
$47,790$36,920
25th
$61,920$45,660
Median
$78,680$52,080
75th
$95,050$63,070
90th
$120,080$76,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Aircraft Mechanics and Service Technicians2028–2035
Farm Equipment Mechanics and Service Technicians2028–2035
20242030203520402045

Farm Equipment Mechanics and Service 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

Farm Equipment Mechanics and Service Technicians

$43,570

from $52,080

After adjusting for AI risk, Aircraft Mechanics and Service Technicians offers $18,084 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Aircraft

0

Unique to Farm

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Fine Manipulation
Aircraft Mechanics and Service TechniciansFarm Equipment Mechanics and Service Technicians
Find transitions from Aircraft Mechanics and Service TechniciansFind transitions from Farm Equipment Mechanics and Service Technicians