Takeover Tracker
35%medium risk
Automotive and Watercraft Service Attendants
vs

60 shared · 16 different

core competencies

18%low risk
Recreational Vehicle Service Technicians

Side-by-Side Comparison

MetricAutomotive and Watercraft Service AttendantsRecreational Vehicle Service Technicians
Risk Score34.6%17.8%
Risk TierMedium RiskLow Risk
Risk Percentile65th4th
Tasks at Risk (>50%)6 / 152 / 15
Median Salary$34,850$50,540
Employment98K19K

Skill Comparison

|

Sorted by largest difference

MathematicsAI-Vulnerable
Sales and Marketing
Administration and Management
Performing for or Working Directly with the Public
Troubleshooting
Repairing
Customer and Personal Service
Problem Sensitivity
Clerical
Controlling Machines and Processes
Inductive Reasoning
Active LearningAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive and Watercraft Service Attendants

27%

total discount

Recreational Vehicle Service Technicians

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Automotive and Watercraft Service Attendants

6 of 15 at risk
88%Prepare daily reports of fuel, oil, and accessory sales.
87%Collect cash payments from customers and make change or charge purchases to customers' credit cards and provide customers with receipts.
77%Order stock and price and shelve incoming goods.
69%Operate car washes.
61%Maintain customer records and follow up periodically with telephone, mail, or personal reminders of services due.

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 +$15,690(+45%) vs Automotive and Watercraft Service Attendants
Automotive and Watercraft Service AttendantsRecreational Vehicle Service Technicians
10th
$27,870$35,480
25th
$30,600$43,370
Median
$34,850$50,540
75th
$38,430$63,300
90th
$45,240$76,650

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Automotive and Watercraft Service Attendants2028–2035
Recreational Vehicle Service Technicians2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Automotive and Watercraft Service Attendants

$22,785

from $34,850

Recreational Vehicle Service Technicians

$41,529

from $50,540

After adjusting for AI risk, Recreational Vehicle Service Technicians offers $18,744 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Automotive

0

Unique to Recreational

Combined Protection Strategy

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

Creativity
Fine Manipulation
Regulatory Barriers
Social Intelligence
Automotive and Watercraft Service AttendantsRecreational Vehicle Service Technicians
Find transitions from Automotive and Watercraft Service AttendantsFind transitions from Recreational Vehicle Service Technicians