Recreational Vehicle Service Technicians vs Automotive Specialty Technicians AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Recreational Vehicle Service Technicians

72 shared · 8 different

core competencies

low risk

Automotive Specialty Technicians

Side-by-Side Comparison

Recreational Vehicle Service Technicians leads 5–0

Metric	Recreational Vehicle Service Technicians	Automotive Specialty Technicians
Risk Score	17.8%	18.7%
Risk Tier	Low Risk	Low Risk
Risk Percentile	4th	5th
Tasks at Risk (>50%)	2 / 15	4 / 15
Median Salary	$50,540	$49,670
Employment	19K	689K

Skill Comparison

Sorted by largest difference

Interacting With Computers

Computers and Electronics

Mechanical

MathematicsAI-Vulnerable

English Language

Analyzing Data or Information

Processing Information

Oral Expression

Protective Factors

Higher values indicate stronger protection against AI displacement

Recreational Vehicle Service Technicians

29%

total discount

Automotive Specialty Technicians

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Automotive Specialty Technicians

4 of 15 at risk

74%Estimate costs of vehicle repair.

59%Inspect vehicles for damage and record findings so that necessary repairs can be made.

55%Test electronic computer components in automobiles to ensure proper operation.

53%Troubleshoot fuel, ignition, and emissions control systems, using electronic testing equipment.

45%Align wheels, axles, frames, torsion bars, and steering mechanisms of automobiles, using special alignment equipment and wheel-balancing machines.

Wage Comparison

Automotive Specialty Technicians earns -$870(-2%) vs Recreational Vehicle Service Technicians

Recreational Vehicle Service TechniciansAutomotive Specialty Technicians

10th

$35,480$33,660

25th

$43,370$38,140

Median

$50,540$49,670

75th

$63,300$65,660

90th

$76,650$80,850

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Recreational Vehicle Service Technicians2028–2035

Automotive Specialty Technicians2028–2035

20242030203520402045

Recreational Vehicle Service Technicians has a longer runway before significant displacement, projected 0 years later than Automotive Specialty Technicians.

Risk-Adjusted Salary

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

Recreational Vehicle Service Technicians

$41,529

from $50,540

Automotive Specialty Technicians

$40,362

from $49,670

After adjusting for AI risk, Recreational Vehicle Service Technicians offers $1,167 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Recreational

Unique to Automotive

Combined Protection Strategy

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

Social Intelligence

Creativity

Decision Complexity

Fine Manipulation

Recreational Vehicle Service TechniciansAutomotive Specialty Technicians

Find transitions from Recreational Vehicle Service Technicians Find transitions from Automotive Specialty Technicians