low risk
Motorcycle Mechanicsvs
49 shared · 15 different
core competencies
Side-by-Side Comparison
Automotive Body and Related Repairers leads 4–0| Metric | Motorcycle Mechanics | Automotive Body and Related Repairers |
|---|---|---|
| Risk Score | 20.3% | 15.8% |
| Risk Tier | Low Risk | Low Risk |
| Risk Percentile | 7th | 2th |
| Tasks at Risk (>50%) | 2 / 13 | 2 / 15 |
| Median Salary | $47,200 | $51,680 |
| Employment | 14K | 155K |
Skill Comparison
|
Sorted by largest difference
Mechanical
Repairing and Maintaining Mechanical Equipment
Operating Vehicles, Mechanized Devices, or Equipment
Hearing Sensitivity
Repairing and Maintaining Electronic Equipment
Customer and Personal Service
Computers and Electronics
Visual Color Discrimination
Troubleshooting
MathematicsAI-Vulnerable
Manual DexterityAI-Resistant
Making Decisions and Solving Problems
Protective Factors
Higher values indicate stronger protection against AI displacement
Motorcycle Mechanics
28%
total discount
Automotive Body and Related Repairers
26%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Motorcycle Mechanics
2 of 13 at risk78%Connect test panels to engines and measure generator output, ignition timing, or other engine performance indicators.
55%Listen to engines, examine vehicle frames, or confer with customers to determine nature and extent of malfunction or damage.
49%Mount, balance, change, or check condition or pressure of tires.
47%Install motorcycle accessories.
41%Disassemble subassembly units and examine condition, movement, or alignment of parts, visually or using gauges.
Automotive Body and Related Repairers
2 of 15 at risk78%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 +$4,480(+9%) vs Motorcycle Mechanics
Motorcycle MechanicsAutomotive Body and Related Repairers
10th
$31,770$36,390
25th
$38,270$45,000
Median
$47,200$51,680
75th
$58,880$64,780
90th
$70,210$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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Motorcycle Mechanics: Not yetAutomotive Body and Related Repairers: Not yet