Takeover Tracker

vs

49 shared · 35 different

core competencies

Side-by-Side Comparison

MetricFarm Equipment Mechanics and Service TechniciansAutomotive Body and Related Repairers
Risk Score16.3%15.8%
Risk TierLow RiskLow Risk
Risk Percentile2th2th
Tasks at Risk (>50%)3 / 142 / 15
Median Salary$52,080$51,680
Employment37K155K

Skill Comparison

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Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Mechanical
Equipment MaintenanceAI-Resistant
Repairing and Maintaining Electronic Equipment
Operating Vehicles, Mechanized Devices, or Equipment
Controlling Machines and Processes
Making Decisions and Solving Problems
Communicating with Persons Outside Organization
Troubleshooting
Multilimb Coordination
Documenting/Recording Information
Handling and Moving Objects

Protective Factors

Higher values indicate stronger protection against AI displacement

Farm Equipment Mechanics and Service Technicians

29%

total discount

Automotive Body and Related Repairers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Automotive Body and Related Repairers

2 of 15 at risk
78%Follow supervisors' instructions as to which parts to restore or replace and how much time the job should take.
59%Review damage reports, prepare or review repair cost estimates, and plan work to be performed.
47%Mix polyester resins and hardeners to be used in restoring damaged areas.
35%Inspect repaired vehicles for proper functioning, completion of work, dimensional accuracy, and overall appearance of paint job, and test drive vehicles to ensure proper alignment and handling.
31%Read specifications or confer with customers to determine the desired custom modifications for altering the appearance of vehicles.

Wage Comparison

Automotive Body and Related Repairers earns -$400(-1%) vs Farm Equipment Mechanics and Service Technicians
Farm Equipment Mechanics and Service TechniciansAutomotive Body and Related Repairers
10th
$36,920$36,390
25th
$45,660$45,000
Median
$52,080$51,680
75th
$63,070$64,780
90th
$76,860$87,040

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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