O*NET-SOC 49-3091.00 / model V11 rated-task engine

Will AI replace
Bicycle Repairers?

Repair and service bicycles.

Estimated AI task exposure

Low exposure

V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.

18 tasks have usable Task Rating records; weighted-task coverage is 100%.

Digital/info work

28/100

Physical moat

84/100

Human moat

30/100

Rating coverage

100%

18 task statements / 18 rated

Highest-weighted occupation tasks

Install new tires and tubes.

Importance 91/100Relevance 100/100Frequency 82/100Weight 0.92

Install and adjust speed and gear mechanisms.

Importance 92/100Relevance 100/100Frequency 80/100Weight 0.92

Estimate costs of repairing bicycles and write service tickets.

Importance 90/100Relevance 100/100Frequency 81/100Weight 0.92

Install and adjust brakes and brake pads.

Importance 91/100Relevance 100/100Frequency 79/100Weight 0.91

Clean and lubricate bicycle parts.

Importance 90/100Relevance 100/100Frequency 78/100Weight 0.91

Install, repair, and replace equipment or accessories, such as handlebars, stands, lights, and seats.

Importance 90/100Relevance 100/100Frequency 72/100Weight 0.89

Align wheels.

Importance 83/100Relevance 100/100Frequency 72/100Weight 0.87

Assemble new bicycles.

Importance 91/100Relevance 93/100Frequency 71/100Weight 0.87

Make adjustments to bicycles to improve customer fit and riding position.

Importance 82/100Relevance 100/100Frequency 59/100Weight 0.83

Disassemble axles to repair, adjust, and replace defective parts, using hand tools.

Importance 79/100Relevance 99/100Frequency 60/100Weight 0.82

Task weighting

Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.

Occupation scoring

When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.

U.S. labor market

BLS Wage & Employment Outlook

Median annual wage

$42,780

BLS OEWS May 2025

National employment

12,170

BLS OEWS May 2025

Projected growth

-5.7%

BLS Employment Projections 2025–2035

Average annual openings

1

BLS Employment Projections 2025–2035

BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.

Career pivot radar

Safer Career Alternatives

These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.

SAFER ALTERNATIVE