Somewhat Resilient

Last Update: 11/4/2026

AI Resilience Score for Motorcycle Mechanics:

45.5%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Low

Sustained economic opportunity

Med

Our confidence in this score:
Medium

Methodology and Scoring Rationale

To score how resilient motorcycle mechanics work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from six AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, OpenAI Signals, and Google ATLAS. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For motorcycle mechanics, seven of nine sources had data, with no input from Anthropic or OpenAI Signals. The AI exposure sources mostly agreed: Microsoft rated hands-on repair as highly human, while Google ATLAS and Will Robots Take My Job landed at medium. Weak hiring outlook pulled the score down, leaving this career "Somewhat Resilient" at medium confidence.

AI Resilience Report forMotorcycle Mechanics

$48,580 median salary•1,400 annual openings•SOC Code: 49-3052.00

Motorcycle Mechanics are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.

Motorcycle mechanics land in the "Somewhat Resilient" category because AI is genuinely changing parts of the job, but not the hands-on work that makes up the heart of it. Diagnostics are getting smarter fast, with AI-powered scan tools from companies like Autel and Snap-on already in shops, and the market for these tools is expected to nearly double from 2026 to 2035.

Learn more about how you can thrive in this position

This role is somewhat resilient

Motorcycle mechanics land in the "Somewhat Resilient" category because AI is genuinely changing parts of the job, but not the hands-on work that makes up the heart of it. Diagnostics are getting smarter fast, with AI-powered scan tools from companies like Autel and Snap-on already in shops, and the market for these tools is expected to nearly double from 2026 to 2035.

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Analysis of current AI resilience

Motorcycle Mechanics

Updated quarterly

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How can Motorcycle Mechanics prepare for AI?

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Latest AI news for Motorcycle Mechanics

The articles highlight a positive outlook for motorcycle mechanics in the age of AI. Research indicates that skilled trades, including motorcycle mechanics, are among the least vulnerable to job loss due to AI advancements. Additionally, Europe faces a shortfall of 105,000 bike mechanics by 2032, suggesting strong job security and demand. AI tools can also enhance marketing efforts for mechanics, allowing them to focus on their craft while technology streamlines business operations. Embracing these developments can help future mechanics thrive in their careers.

More Career Info

Career: Motorcycle Mechanics

They fix and maintain motorcycles by identifying problems, replacing parts, and ensuring the bikes run smoothly and safely.

Alternate Titles

All Terrain Vehicle Technician (ATV Technician) · Motorcycle Mechanic · Motorcycle Technician · Service Technician · Custom Bike Builder · Motorcycle Service Technician · Motorsports Technician · Scooter Mechanic

Employment & Wage Data

Median Wage

$48,580

Jobs (2025)

14,200

Growth (2025-35)

+2.1%

Annual Openings

1,400

Education

Postsecondary nondegree award

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

97% ResilienceSupplemental

Hammer out dents and bends in frames and weld tears and breaks.

2

96% ResilienceCore Task

Repair or adjust motorcycle subassemblies, such as forks, transmissions, brakes, or drive chains, according to specifications.

3

96% ResilienceCore Task

Remove cylinder heads and grind valves to scrape off carbon and replace defective valves, pistons, cylinders, or rings, using hand and power tools.

4

96% ResilienceCore Task

Reassemble frames and reinstall engines after repairs.

5

95% ResilienceCore Task

Dismantle engines and repair or replace defective parts, such as magnetos, carburetors, or generators.

6

95% ResilienceCore Task

Repair or replace other parts, such as headlights, horns, handlebar controls, gasoline or oil tanks, starters, or mufflers.

7

94% ResilienceCore Task

Replace defective parts, using hand tools, arbor presses, flexible power presses, or power tools.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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