AITakeover Tracker
19%low risk

Bicycle Repairers

Repair and service bicycles.

Higher risk than 5% of occupations

AI Impact Summary

Bicycle Repairers faces low AI displacement risk with a score of 19/100. This occupation has higher AI displacement risk than 5% of all analyzed occupations. Of 18 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Reading Comprehension10%

Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Equipment Maintenance78%

Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingJudgment and Decision MakingMonitoringWritingActive LearningSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Bicycle Repairers 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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.3pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-5.1pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.8pt risk+$2K/yr salary

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

Less than High School51%
High School Diploma30%
Some College2%
Post-Secondary Certificate18%

Prior Experience Needed

Work experience required to enter this job

None13%
Up to 1 month19%
3-6 months2%
6 months - 1 year16%
1-2 years18%
2-4 years32%

Training Provided After Hiring

How long it typically takes to learn on the job

1-3 months19%
3-6 months33%
6 months - 1 year18%
4-6 years13%
6-8 years17%

How AI Impacts Each Task

18 tasks analyzed

Install and adjust brakes and brake pads.

Risk: 13.0%AI: 10EstimatedTime: 10%

Help customers select bicycles that fit their body sizes and intended bicycle uses.

Risk: 33.0%AI: 45EstimatedTime: 5%

Align wheels.

Risk: 13.0%AI: 10EstimatedTime: 8%

Assemble new bicycles.

Risk: 41.0%AI: 20EstimatedTime: 10%

Sell bicycles and accessories.

Risk: 31.0%AI: 40EstimatedTime: 5%

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

Risk: 13.0%AI: 10EstimatedTime: 8%

Install new tires and tubes.

Risk: 41.0%AI: 20EstimatedTime: 10%

Install and adjust speed and gear mechanisms.

Risk: 13.0%AI: 10EstimatedTime: 10%

Clean and lubricate bicycle parts.

Risk: 43.0%AI: 25EstimatedTime: 5%

Order bicycle parts.

Risk: 86.0%AI: 92EstimatedTime: 3%

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

Risk: 13.0%AI: 10EstimatedTime: 5%

Paint bicycle frames, using spray guns or brushes.

Risk: 17.0%AI: 20EstimatedTime: 2%

Build wheels by cutting and threading new spokes.

Risk: 17.0%AI: 20EstimatedTime: 3%

Shape replacement parts, using bench grinders.

Risk: 13.0%AI: 10EstimatedTime: 2%

Repair holes in tire tubes, using scrapers and patches.

Risk: 41.0%AI: 20EstimatedTime: 2%

Weld broken or cracked frames together, using oxyacetylene torches and welding rods.

Risk: 15.0%AI: 15EstimatedTime: 2%

Estimate costs of repairing bicycles and write service tickets.

Risk: 80.0%AI: 77EstimatedTime: 5%

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

Risk: 13.0%AI: 10EstimatedTime: 5%

Protective Factors

Total protective discount: 31.3%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailAnalytical ThinkingDependabilitySelf ControlCooperationAdaptability/FlexibilityStress ToleranceSocial OrientationInitiativeIndependenceAchievement/EffortInnovation

Wage & Employment (2024)

Median Wage

$40,360

per year

Mean Wage

$41,550

per year

Employment

13K

workers

Wage Range

$30,640 - $52,130

10th - 90th pct

Wage Distribution

$30,640Median: $40,360$52,130
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

See all transitions

Mechanical Door Repairers

15%
Low Risk

Median salary: $51,050

Higher risk than 1% of other occupations

Home Appliance Repairers

17%
Low Risk

Median salary: $49,410

Higher risk than 2% of other occupations

Musical Instrument Repairers and Tuners

17%
Low Risk

Median salary: $45,320

Higher risk than 3% of other occupations

Recreational Vehicle Service Technicians

18%
Low Risk

Median salary: $50,540

Higher risk than 4% of other occupations

Motorcycle Mechanics

20%
Low Risk

Median salary: $47,200

Higher risk than 7% of other occupations

Outdoor Power Equipment and Other Small Engine Mechanics

22%
Low Risk

Median salary: $46,560

Higher risk than 11% of other occupations

Locksmiths and Safe Repairers

24%
Low Risk

Median salary: $50,490

Higher risk than 17% of other occupations

Helpers--Installation, Maintenance, and Repair Workers

26%
Medium Risk

Median salary: $38,860

Higher risk than 22% of other occupations

Tile and Marble Setters

26%
Medium Risk

Median salary: $52,240

Higher risk than 23% of other occupations

Timing Device Assemblers and Adjusters

31%
Medium Risk

Higher risk than 45% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Bicycle Repairers professionals should diversify beyond them.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • 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.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Manual Dexterity

    Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

  • Equipment Maintenance

    Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.

  • Service Orientation

    Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness 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.

  • 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.

  • Monitoring

    Monitoring 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.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

+0.1

overall change

Checking for existing plan...