AI JOB SCANNER
O*NET-SOC 49-3052.00 / model V14 rated-task + local-market engine

Will AI replace
Motorcycle Mechanics?

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

Estimated AI task exposure
5%

Low exposure

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

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

Digital/info work

20/100

Physical moat

89/100

Human moat

16/100

Rating coverage

100%

13 task statements / 13 rated

Highest-weighted occupation tasks

Mount, balance, change, or check condition or pressure of tires.
Importance 94/100Relevance 99/100Frequency 79/100Weight 0.92
Replace defective parts, using hand tools, arbor presses, flexible power presses, or power tools.
Importance 90/100Relevance 100/100Frequency 78/100Weight 0.91
Listen to engines, examine vehicle frames, or confer with customers to determine nature and extent of malfunction or damage.
Importance 88/100Relevance 100/100Frequency 72/100Weight 0.89
Repair or replace other parts, such as headlights, horns, handlebar controls, gasoline or oil tanks, starters, or mufflers.
Importance 87/100Relevance 100/100Frequency 72/100Weight 0.88
Disassemble subassembly units and examine condition, movement, or alignment of parts, visually or using gauges.
Importance 87/100Relevance 98/100Frequency 71/100Weight 0.87
Install motorcycle accessories.
Importance 84/100Relevance 100/100Frequency 65/100Weight 0.85
Repair or adjust motorcycle subassemblies, such as forks, transmissions, brakes, or drive chains, according to specifications.
Importance 85/100Relevance 100/100Frequency 62/100Weight 0.85
Dismantle engines and repair or replace defective parts, such as magnetos, carburetors, or generators.
Importance 90/100Relevance 100/100Frequency 54/100Weight 0.85
Connect test panels to engines and measure generator output, ignition timing, or other engine performance indicators.
Importance 88/100Relevance 92/100Frequency 62/100Weight 0.83
Reassemble and test subassembly units.
Importance 83/100Relevance 91/100Frequency 57/100Weight 0.80

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

$48,580

BLS OEWS May 2025

National employment

13,510

BLS OEWS May 2025

Projected growth

+2.1%

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.

CHECK PAY WHERE YOU LIVE

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

Mechanical Door Repairers

5%

similar low-exposure profile • 98% profile similarity

Median wage: $55,720 Growth 2025–2035: +6.4% Annual openings: 2

similar work profile with lower modeled exposure
SAFER ALTERNATIVE

Excavating and Loading Machine and Dragline Operators, Surface Mining

5%

similar low-exposure profile • 99% profile similarity

Median wage: $57,430 Growth 2025–2035: +1.0% Annual openings: 2

similar work profile with lower modeled exposure
SAFER ALTERNATIVE

Manufactured Building and Mobile Home Installers

5%

similar low-exposure profile • 96% profile similarity

Median wage: $45,990 Growth 2025–2035: +5.8% Annual openings: 0

stronger human/judgment moat
SAFER ALTERNATIVE

Roustabouts, Oil and Gas

5%

similar low-exposure profile • 98% profile similarity

Median wage: $46,960 Growth 2025–2035: +3.6% Annual openings: 4

similar work profile with lower modeled exposure
SAFER ALTERNATIVE

Agricultural Equipment Operators

5%

similar low-exposure profile • 98% profile similarity

Median wage: $41,730 Growth 2025–2035: +8.6% Annual openings: 10

similar work profile with lower modeled exposure
SAFER ALTERNATIVE

Helpers--Electricians

5%

similar low-exposure profile • 96% profile similarity

Median wage: $42,670 Growth 2025–2035: +0.6% Annual openings: 6

similar work profile with lower modeled exposure

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

    AUGMENT

    • administrative support tasks
    • planning and documentation

    PROTECT

    • physical-world execution
    • on-site troubleshooting
    • dexterity and equipment interaction

    LEARN

    • AI-assisted diagnostics
    • digital documentation
    • basic AI literacy

    AI-PROOFING RESOURCES

    What this score does not mean

    The percentage is a comparative task-exposure index. It is not the probability that this occupation disappears, that a worker is laid off, or that AI can perform the entire job.

    New in V11

    Find a Safer Career Path

    High exposure does not mean starting over. V11 compares your occupation with the other 922 O*NET occupations and surfaces lower-exposure options with similar work profiles.

    EXPLORE CAREER ALTERNATIVES
    I am your guide.
    Knowledge is your strongest upgrade.