Takeover Tracker

vs

38 shared · 44 different

core competencies

Side-by-Side Comparison

MetricAutomotive Master MechanicsAutomotive Body and Related Repairers
Risk Score19.7%15.8%
Risk TierLow RiskLow Risk
Risk Percentile6th2th
Tasks at Risk (>50%)4 / 152 / 15
Median Salary$49,670$51,680
Employment689K155K

Skill Comparison

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Sorted by largest difference

Mechanical
Repairing and Maintaining Electronic Equipment
Repairing and Maintaining Mechanical Equipment
Updating and Using Relevant Knowledge
Making Decisions and Solving Problems
Equipment MaintenanceAI-Resistant
Controlling Machines and Processes
Handling and Moving Objects
Operating Vehicles, Mechanized Devices, or Equipment
Analyzing Data or Information
Getting Information
Interacting With Computers

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive Master Mechanics

31%

total discount

Automotive Body and Related Repairers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Automotive Master Mechanics

4 of 15 at risk
74%Follow checklists to ensure all important parts are examined, including belts, hoses, steering systems, spark plugs, brake and fuel systems, wheel bearings, and other potentially troublesome areas.
55%Perform routine and scheduled maintenance services, such as oil changes, lubrications, and tune-ups.
53%Maintain cleanliness of work area.
52%Plan work procedures, using charts, technical manuals, and experience.
45%Align vehicles' front ends.

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 +$2,010(+4%) vs Automotive Master Mechanics
Automotive Master MechanicsAutomotive Body and Related Repairers
10th
$33,660$36,390
25th
$38,140$45,000
Median
$49,670$51,680
75th
$65,660$64,780
90th
$80,850$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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