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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Bicycle Repairers?

Lower risk

Baseline AI displacement risk for Bicycle Repairers, aggregated from 5 research sources.

What this score means

Bicycle Repairers is among the least exposed roles in Construction & Trades. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 12 out of 100 it sits close to the Construction & Trades average of 13. Across the 5 sources behind this baseline, individual estimates run from 7 to 23, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Bicycle Repairers, most central first, showing 12 of 14.

  • 01Install and adjust brakes and brake pads.
  • 02Help customers select bicycles that fit their body sizes and intended bicycle uses.
  • 03Align wheels.
  • 04Assemble new bicycles.
  • 05Sell bicycles and accessories.
  • 06Install, repair, and replace equipment or accessories, such as handlebars, stands, lights, and seats.
  • 07Install new tires and tubes.
  • 08Install and adjust speed and gear mechanisms.
  • 09Clean and lubricate bicycle parts.
  • 10Order bicycle parts.
  • 11Disassemble axles to repair, adjust, and replace defective parts, using hand tools.
  • 12Build wheels by cutting and threading new spokes.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 5 research sources that scored Bicycle Repairers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

Common questions

How likely is AI to replace Bicycle Repairers?
Published research puts Bicycle Repairers at 12 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Bicycle Repairers?
Broadly, yes. Individual estimates for Bicycle Repairers run from 7 to 23 out of 100 across the 5 sources behind this score, a fairly tight range. More recent and higher confidence studies carry more weight in the final number.
Which construction & trades roles face similar AI exposure?
The closest published construction & trades roles to Bicycle Repairers by score are Aircraft Mechanics and Service Technicians (12/100), Automotive Service Technicians and Mechanics (12/100), and Continuous Mining Machine Operators (12/100). Each has its own page with the research behind its number.

Also covers

Bicycle Assembler · Bicycle Fitter · Bicycle Mechanic · Bicycle Repair Technician · Bicycle Repairer · Bicycle Repairman · Bicycle Service Technician · Bicycle Technician and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.