low risk
Automotive Master Mechanicsvs
46 shared · 36 different
core competencies
low risk
Motorcycle MechanicsSide-by-Side Comparison
Automotive Master Mechanics leads 4–1| Metric | Automotive Master Mechanics | Motorcycle Mechanics |
|---|---|---|
| Risk Score | 19.7% | 20.3% |
| Risk Tier | Low Risk | Low Risk |
| Risk Percentile | 6th | 7th |
| Tasks at Risk (>50%) | 4 / 15 | 2 / 13 |
| Median Salary | $49,670 | $47,200 |
| Employment | 689K | 14K |
Skill Comparison
|
Sorted by largest difference
Updating and Using Relevant Knowledge
Evaluating Information to Determine Compliance with Standards
Analyzing Data or Information
Extent Flexibility
Interpreting the Meaning of Information for Others
Judging the Qualities of Things, Services, or People
Organizing, Planning, and Prioritizing Work
Identifying Objects, Actions, and Events
Getting Information
Repairing and Maintaining Electronic Equipment
Handling and Moving Objects
Equipment MaintenanceAI-Resistant
Protective Factors
Higher values indicate stronger protection against AI displacement
Automotive Master Mechanics
31%
total discount
Motorcycle Mechanics
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Automotive Master Mechanics
4 of 15 at risk74%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.
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.
Wage Comparison
Motorcycle Mechanics earns -$2,470(-5%) vs Automotive Master Mechanics
Automotive Master MechanicsMotorcycle Mechanics
10th
$33,660$31,770
25th
$38,140$38,270
Median
$49,670$47,200
75th
$65,660$58,880
90th
$80,850$70,210
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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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