Job Check
Motorcycle Mechanics
Diagnose, adjust, repair, or overhaul motorcycles, scooters, mopeds, dirt bikes, or similar motorized vehicles.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Mount, balance, change, or check condition or pressure of tires.Mostly human for now
- 02Replace defective parts, using hand tools, arbor presses, flexible power presses, or power tools.Mostly human for now
- 03Dismantle engines and repair or replace defective parts, such as magnetos, carburetors, or generators.Mostly human for now
- 04Connect test panels to engines and measure generator output, ignition timing, or other engine performance indicators.Mostly human for now
- 05Listen to engines, examine vehicle frames, or confer with customers to determine nature and extent of malfunction or damage.Mostly human for now
- 06Repair or replace other parts, such as headlights, horns, handlebar controls, gasoline or oil tanks, starters, or mufflers.Mostly human for now
- 07Disassemble subassembly units and examine condition, movement, or alignment of parts, visually or using gauges.Mostly human for now
- 08Repair or adjust motorcycle subassemblies, such as forks, transmissions, brakes, or drive chains, according to specifications.Mostly human for now
- 09Reassemble frames and reinstall engines after repairs.Mostly human for now
- 10Remove cylinder heads and grind valves to scrape off carbon and replace defective valves, pistons, cylinders, or rings, using hand and power tools.Mostly human for now
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job lossToo little dataNot enough work use was seen to measure. This does not mean the job is safe from AI.Anthropic, 2026
0%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 16% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Above 54% of jobsin how much of this job’s physical work robots have been shown to do, from factories to homes (2026).Anthropic, 2026
Your human edge
The main tasks with no real AI use seen and no big speed-up expected. This is where your skill counts most today.
- 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.