Bicycle Repairers vs Recreational Vehicle Service Technicians AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Bicycle Repairers

63 shared · 19 different

core competencies

low risk

Recreational Vehicle Service Technicians

Side-by-Side Comparison

Recreational Vehicle Service Technicians leads 4–0

Metric	Bicycle Repairers	Recreational Vehicle Service Technicians
Risk Score	19.2%	17.8%
Risk Tier	Low Risk	Low Risk
Risk Percentile	5th	4th
Tasks at Risk (>50%)	2 / 15	2 / 15
Median Salary	$40,360	$50,540
Employment	13K	19K

Skill Comparison

Sorted by largest difference

Selling or Influencing Others

Operating Vehicles, Mechanized Devices, or Equipment

Performing for or Working Directly with the Public

Sales and Marketing

Mechanical

MathematicsAI-Vulnerable

English Language

Assisting and Caring for Others

Evaluating Information to Determine Compliance with Standards

Extent Flexibility

Engineering and Technology

Guiding, Directing, and Motivating Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Bicycle Repairers

31%

total discount

Recreational Vehicle Service Technicians

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.

Recreational Vehicle Service Technicians

2 of 15 at risk

86%List parts needed, estimate costs, and plan work procedures, using parts lists, technical manuals, or diagrams.

53%Confer with customers, read work orders, or examine vehicles needing repair to determine the nature and extent of damage.

47%Connect electrical systems to outside power sources and activate switches to test the operation of appliances or light fixtures.

47%Connect water hoses to inlet pipes of plumbing systems and test operation of toilets or sinks.

39%Examine or test operation of parts or systems to ensure completeness of repairs.

Wage Comparison

Recreational Vehicle Service Technicians earns +$10,180(+25%) vs Bicycle Repairers

Bicycle RepairersRecreational Vehicle Service Technicians

10th

$30,640$35,480

25th

$35,880$43,370

Median

$40,360$50,540

75th

$47,560$63,300

90th

$52,130$76,650

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Bicycle Repairers2028–2035

Recreational Vehicle Service Technicians2028–2035

20242030203520402045

Recreational Vehicle Service Technicians 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

Recreational Vehicle Service Technicians

$41,529

from $50,540

After adjusting for AI risk, Recreational Vehicle Service Technicians offers $8,926 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Bicycle

Unique to Recreational

Combined Protection Strategy

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

Social Intelligence

Fine Manipulation

Creativity

Decision Complexity

Bicycle RepairersRecreational Vehicle Service Technicians

Find transitions from Bicycle Repairers Find transitions from Recreational Vehicle Service Technicians