Bicycle Repairers vs Mechanical Door Repairers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Bicycle Repairers

61 shared · 21 different

core competencies

low risk

Mechanical Door Repairers

Side-by-Side Comparison

Mechanical Door Repairers leads 4–1

Metric	Bicycle Repairers	Mechanical Door Repairers
Risk Score	19.2%	14.7%
Risk Tier	Low Risk	Low Risk
Risk Percentile	5th	1th
Tasks at Risk (>50%)	2 / 15	4 / 15
Median Salary	$40,360	$51,050
Employment	13K	28K

Skill Comparison

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment

Selling or Influencing Others

Mechanical

Sales and Marketing

Assisting and Caring for Others

Updating and Using Relevant Knowledge

Organizing, Planning, and Prioritizing Work

Building and Construction

Performing for or Working Directly with the Public

Guiding, Directing, and Motivating Subordinates

Evaluating Information to Determine Compliance with Standards

Administration and Management

Protective Factors

Higher values indicate stronger protection against AI displacement

Bicycle Repairers

31%

total discount

Mechanical Door Repairers

29%

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.

Mechanical Door Repairers

4 of 15 at risk

88%Complete required paperwork, such as work orders, according to services performed or required.

88%Collect payment upon job completion.

86%Order replacement springs, sections, or slats.

51%Inspect job sites, assessing headroom, side room, or other conditions to determine appropriateness of door for a given location.

37%Lubricate door closer oil chambers and pack spindles with leather washers.

Wage Comparison

Mechanical Door Repairers earns +$10,690(+26%) vs Bicycle Repairers

Bicycle RepairersMechanical Door Repairers

10th

$30,640$37,160

25th

$35,880$44,720

Median

$40,360$51,050

75th

$47,560$61,350

90th

$52,130$73,160

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Bicycle Repairers2028–2035

Mechanical Door Repairers2028–2035

20242030203520402045

Mechanical Door Repairers has a longer runway before significant displacement, projected 0 years later than Bicycle Repairers.

Risk-Adjusted Salary

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

Bicycle Repairers

$32,603

from $40,360

Mechanical Door Repairers

$43,535

from $51,050

After adjusting for AI risk, Mechanical Door Repairers offers $10,933 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Bicycle

Unique to Mechanical

Combined Protection Strategy

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

Social Intelligence

Creativity

Regulatory Barriers

Decision Complexity

Bicycle RepairersMechanical Door Repairers

Find transitions from Bicycle Repairers Find transitions from Mechanical Door Repairers