Takeover Tracker
18%low risk
Recreational Vehicle Service Technicians
vs

55 shared · 14 different

core competencies

38%medium risk
Engine and Other Machine Assemblers

Side-by-Side Comparison

MetricRecreational Vehicle Service TechniciansEngine and Other Machine Assemblers
Risk Score17.8%38.2%
Risk TierLow RiskMedium Risk
Risk Percentile4th76th
Tasks at Risk (>50%)2 / 158 / 12
Median Salary$50,540$52,540
Employment19K38K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Repairing
Handling and Moving Objects
Production and Processing
Oral Expression
Organizing, Planning, and Prioritizing Work
Oral Comprehension
Scheduling Work and Activities
Extent Flexibility
Customer and Personal Service
Repairing and Maintaining Electronic Equipment
Judging the Qualities of Things, Services, or People

Protective Factors

Higher values indicate stronger protection against AI displacement

Recreational Vehicle Service Technicians

29%

total discount

Engine and Other Machine Assemblers

26%

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.

Engine and Other Machine Assemblers

8 of 12 at risk
84%Read and interpret assembly blueprints or specifications manuals and plan assembly or building operations.
63%Lay out and drill, ream, tap, or cut parts for assembly.
61%Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.
60%Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.
59%Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.

Wage Comparison

Engine and Other Machine Assemblers earns +$2,000(+4%) vs Recreational Vehicle Service Technicians
Recreational Vehicle Service TechniciansEngine and Other Machine Assemblers
10th
$35,480$37,950
25th
$43,370$42,790
Median
$50,540$52,540
75th
$63,300$70,050
90th
$76,650$74,300

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Recreational Vehicle Service Technicians2028–2035
Engine and Other Machine Assemblers2028–2035
20242030203520402045

Recreational Vehicle Service Technicians has a longer runway before significant displacement, projected 0 years later than Engine and Other Machine Assemblers.

Risk-Adjusted Salary

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

Recreational Vehicle Service Technicians

$41,529

from $50,540

Engine and Other Machine Assemblers

$32,480

from $52,540

After adjusting for AI risk, Recreational Vehicle Service Technicians offers $9,048 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Recreational

0

Unique to Engine

Combined Protection Strategy

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

Social Intelligence
Creativity
Decision Complexity
Fine Manipulation
Recreational Vehicle Service TechniciansEngine and Other Machine Assemblers
Find transitions from Recreational Vehicle Service TechniciansFind transitions from Engine and Other Machine Assemblers