low risk
Bicycle Repairersvs
51 shared · 20 different
core competencies
medium risk
Engine and Other Machine AssemblersSide-by-Side Comparison
Bicycle Repairers leads 4–1| Metric | Bicycle Repairers | Engine and Other Machine Assemblers |
|---|---|---|
| Risk Score | 19.2% | 38.2% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 5th | 76th |
| Tasks at Risk (>50%) | 2 / 15 | 8 / 12 |
| Median Salary | $40,360 | $52,540 |
| Employment | 13K | 38K |
Skill Comparison
|
Sorted by largest difference
Selling or Influencing Others
Assisting and Caring for Others
Mechanical
Controlling Machines and Processes
Organizing, Planning, and Prioritizing Work
Scheduling Work and Activities
Guiding, Directing, and Motivating Subordinates
Repairing and Maintaining Mechanical Equipment
Resolving Conflicts and Negotiating with Others
Operating Vehicles, Mechanized Devices, or Equipment
English Language
Identifying Objects, Actions, and Events
Protective Factors
Higher values indicate stronger protection against AI displacement
Bicycle Repairers
31%
total discount
Engine and Other Machine Assemblers
26%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Bicycle Repairers
2 of 15 at risk86%Order bicycle parts.
80%Estimate costs of repairing bicycles and write service tickets.
43%Clean and lubricate bicycle parts.
41%Assemble new bicycles.
41%Install new tires and tubes.
Engine and Other Machine Assemblers
8 of 12 at risk84%Read and interpret assembly blueprints or specifications manuals and plan assembly or building operations.
63%Lay out and drill, ream, tap, or cut parts for assembly.
61%Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.
60%Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.
59%Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.
Wage Comparison
Engine and Other Machine Assemblers earns +$12,180(+30%) vs Bicycle Repairers
Bicycle RepairersEngine and Other Machine Assemblers
10th
$30,640$37,950
25th
$35,880$42,790
Median
$40,360$52,540
75th
$47,560$70,050
90th
$52,130$74,300
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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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Bicycle Repairers: Not yetEngine and Other Machine Assemblers: Not yet