Career Explorer Installation and repair

Human edge, steady

Motorcycle mechanics

Diagnose, adjust, repair, or overhaul motorcycles, scooters, mopeds, dirt bikes, or similar motorized vehicles.

94
AI Resistance Index 94 of 99

Among the most resilient careers: more resilient than 94% of the 831 careers we score. AI exposure is low (the Bureau of Labor Statistics rates it low), and US jobs are projected to change by +2.1% by 2035, slower than average. The work leans on physical dexterity and ethical judgement.

AI struggles with much of this work. Hiring is expected to grow slower than average, or to shrink.

Median pay (2025)
$48,580
Job growth to 2035
+2.1%
Openings a year
1,400
People doing it (2025)
14,200
Usual route in
College certificate, then short on-the-job training

Where people already use AI for this work

  • Adjust equipment to ensure adequate performance
  • Test performance of equipment or systems
  • Confer with clients to determine needs or order specifications

From Microsoft Research, Working with AI (2025).

Work AI rarely helps with

  • Repair vehicle components
  • Repair tools or equipment
  • Assemble equipment or components

What the work looks like

  • Mount, balance, change, or check condition or pressure of tires.
  • Replace defective parts, using hand tools, arbor presses, flexible power presses, or power tools.
  • Dismantle engines and repair or replace defective parts, such as magnetos, carburetors, or generators.
  • Connect test panels to engines and measure generator output, ignition timing, or other engine performance indicators.
  • Listen to engines, examine vehicle frames, or confer with customers to determine nature and extent of malfunction or damage.

From O*NET 31.0, US Department of Labor.

Careers using similar strengths, with a stronger outlook

Also known as: All Terrain Vehicle Technician (ATV Technician), Motorcycle Mechanic, Motorcycle Technician, Service Technician, Custom Bike Builder, Motorcycle Service Technician, Motorsports Technician, Scooter Mechanic.

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Sources: US Bureau of Labor Statistics Employment Projections 2025 to 2035; O*NET 31.0; Microsoft Research (2025); Anthropic Economic Index (2026); Eloundou and colleagues (Science, 2024); Felten, Raj and Seamans (2023). How we score. Updated 12 October 2026.