Takeover Tracker
18%low risk
Recreational Vehicle Service Technicians
vs

72 shared · 8 different

core competencies

19%low risk
Automotive Specialty Technicians

Side-by-Side Comparison

MetricRecreational Vehicle Service TechniciansAutomotive Specialty Technicians
Risk Score17.8%18.7%
Risk TierLow RiskLow Risk
Risk Percentile4th5th
Tasks at Risk (>50%)2 / 154 / 15
Median Salary$50,540$49,670
Employment19K689K

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

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Recreational

0

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 TechniciansFind transitions from Automotive Specialty Technicians