Bicycle Repairers vs Outdoor Power Equipment and Other Small Engine Mechanics AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Bicycle Repairers

54 shared · 24 different

core competencies

low risk

Outdoor Power Equipment and Other Small Engine Mechanics

Side-by-Side Comparison

Bicycle Repairers leads 3–1

Metric	Bicycle Repairers	Outdoor Power Equipment and Other Small Engine Mechanics
Risk Score	19.2%	21.9%
Risk Tier	Low Risk	Low Risk
Risk Percentile	5th	11th
Tasks at Risk (>50%)	2 / 15	2 / 14
Median Salary	$40,360	$46,560
Employment	13K	34K

Skill Comparison

Sorted by largest difference

Selling or Influencing Others

Performing for or Working Directly with the Public

Operating Vehicles, Mechanized Devices, or Equipment

Assisting and Caring for Others

Scheduling Work and Activities

Organizing, Planning, and Prioritizing Work

Handling and Moving Objects

Guiding, Directing, and Motivating Subordinates

Customer and Personal Service

Sales and Marketing

Evaluating Information to Determine Compliance with Standards

Provide Consultation and Advice to Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Bicycle Repairers

31%

total discount

Outdoor Power Equipment and Other Small Engine Mechanics

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Bicycle Repairers

2 of 15 at risk

86%Order bicycle parts.

80%Estimate costs of repairing bicycles and write service tickets.

43%Clean and lubricate bicycle parts.

41%Assemble new bicycles.

41%Install new tires and tubes.

Outdoor Power Equipment and Other Small Engine Mechanics

2 of 14 at risk

86%Record repairs made, time spent, and parts used.

51%Test and inspect engines to determine malfunctions, to locate missing and broken parts, and to verify repairs, using diagnostic instruments.

47%Perform routine maintenance such as cleaning and oiling parts, honing cylinders, and tuning ignition systems.

47%Reassemble engines after repair or maintenance work is complete.

47%Remove engines from equipment, and position and bolt engines to repair stands.

Wage Comparison

Outdoor Power Equipment and Other Small Engine Mechanics earns +$6,200(+15%) vs Bicycle Repairers

Bicycle RepairersOutdoor Power Equipment and Other Small Engine Mechanics

10th

$30,640$33,600

25th

$35,880$38,260

Median

$40,360$46,560

75th

$47,560$56,080

90th

$52,130$64,540

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Bicycle Repairers2028–2035

Outdoor Power Equipment and Other Small Engine Mechanics2028–2035

20242030203520402045

Bicycle Repairers has a longer runway before significant displacement, projected 0 years later than Outdoor Power Equipment and Other Small Engine Mechanics.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Bicycle Repairers

$32,603

from $40,360

Outdoor Power Equipment and Other Small Engine Mechanics

$36,368

from $46,560

After adjusting for AI risk, Outdoor Power Equipment and Other Small Engine Mechanics offers $3,765 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Bicycle

Unique to Outdoor

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Social Intelligence

Regulatory Barriers

Decision Complexity

Fine Manipulation

Bicycle RepairersOutdoor Power Equipment and Other Small Engine Mechanics

Find transitions from Bicycle Repairers Find transitions from Outdoor Power Equipment and Other Small Engine Mechanics