Somewhat Resilient

Last Update: 8/30/2026

AI Resilience Score for Motorcycle Mechanics:

46.7%

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 is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. 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, six of eight sources had data, with Anthropic and OpenAI Signals missing. The available sources mostly agreed: hands-on repair stays human, with Microsoft rating AI resilience High and AI Resilience Model and Will Robots Take My Job at Medium. A weak hiring outlook pulled the score down, landing motorcycle mechanics at "Somewhat Resilient."

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.

Read full analysis

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

These articles highlight that while AI is evolving, it is unlikely to fully replace motorcycle mechanics due to the hands-on nature of the work. For instance, "Motorcycle Mechanics: AI Job Risk & Exposure" emphasizes that physical repairs and diagnostics require human skills, which machines cannot replicate. Additionally, "Will AI Replace Motorcycle Mechanics?" discusses how AI can assist with tasks but notes that human expertise remains vital. Students can feel optimistic about their career choice, knowing that their hands-on skills will remain essential in an increasingly automated world.

More Career Info

Career: Motorcycle Mechanics

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

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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