Motorcycle Mechanics
Diagnose, adjust, repair, or overhaul motorcycles, scooters, mopeds, dirt bikes, or similar motorized vehicles.
AI Impact Summary
Motorcycle Mechanics faces moderate AI displacement risk with a score of 39/100. This occupation has higher AI displacement risk than 78% of all analyzed occupations. Of 13 analyzed tasks, 0 are highly automatable. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Motorcycle Mechanics skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
13 tasks analyzed
Mount, balance, change, or check condition or pressure of tires.
Listen to engines, examine vehicle frames, or confer with customers to determine nature and extent of malfunction or damage.
Replace defective parts, using hand tools, arbor presses, flexible power presses, or power tools.
Repair or replace other parts, such as headlights, horns, handlebar controls, gasoline or oil tanks, starters, or mufflers.
Repair or adjust motorcycle subassemblies, such as forks, transmissions, brakes, or drive chains, according to specifications.
Dismantle engines and repair or replace defective parts, such as magnetos, carburetors, or generators.
Connect test panels to engines and measure generator output, ignition timing, or other engine performance indicators.
Disassemble subassembly units and examine condition, movement, or alignment of parts, visually or using gauges.
Remove cylinder heads and grind valves to scrape off carbon and replace defective valves, pistons, cylinders, or rings, using hand and power tools.
Reassemble frames and reinstall engines after repairs.
Reassemble and test subassembly units.
Hammer out dents and bends in frames and weld tears and breaks.
Install motorcycle accessories.
| Task | AI Capability | Risk | Time % |
|---|---|---|---|
| Mount, balance, change, or check condition or pressure of tires. | - | - | 10% |
| Listen to engines, examine vehicle frames, or confer with customers to determine nature and extent of malfunction or damage. | 69.77Observed | 54.9% | 15% |
| Replace defective parts, using hand tools, arbor presses, flexible power presses, or power tools. | - | - | 10% |
| Repair or replace other parts, such as headlights, horns, handlebar controls, gasoline or oil tanks, starters, or mufflers. | - | - | 8% |
| Repair or adjust motorcycle subassemblies, such as forks, transmissions, brakes, or drive chains, according to specifications. | - | - | 10% |
| Dismantle engines and repair or replace defective parts, such as magnetos, carburetors, or generators. | - | - | 10% |
| Connect test panels to engines and measure generator output, ignition timing, or other engine performance indicators. | - | - | 8% |
| Disassemble subassembly units and examine condition, movement, or alignment of parts, visually or using gauges. | - | - | 5% |
| Remove cylinder heads and grind valves to scrape off carbon and replace defective valves, pistons, cylinders, or rings, using hand and power tools. | - | - | 8% |
| Reassemble frames and reinstall engines after repairs. | - | - | 5% |
| Reassemble and test subassembly units. | - | - | 4% |
| Hammer out dents and bends in frames and weld tears and breaks. | - | - | 2% |
| Install motorcycle accessories. | - | - | 5% |
Protective Factors
Total protective discount: 28.4%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$47,200
per year
Mean Wage
$49,650
per year
Employment
14K
workers
Wage Range
$31,770 - $70,210
10th - 90th pct
Wage Distribution
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General and Operations Managers
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Computer and Information Systems Managers
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Motorcycle Mechanics professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Equipment Maintenance
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 1 scoring run