Takeover Tracker
18%low risk
Recreational Vehicle Service Technicians
vs

63 shared · 10 different

core competencies

26%medium risk
Helpers--Installation, Maintenance, and Repair Workers

Side-by-Side Comparison

MetricRecreational Vehicle Service TechniciansHelpers--Installation, Maintenance, and Repair Workers
Risk Score17.8%26.2%
Risk TierLow RiskMedium Risk
Risk Percentile4th22th
Tasks at Risk (>50%)2 / 154 / 15
Median Salary$50,540$38,860
Employment19K98K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Mechanical
Operating Vehicles, Mechanized Devices, or Equipment
Repairing
Controlling Machines and Processes
Performing for or Working Directly with the Public
Oral Expression
Communicating with Supervisors, Peers, or Subordinates
Estimating the Quantifiable Characteristics of Products, Events, or Information
Getting Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Recreational Vehicle Service Technicians

29%

total discount

Helpers--Installation, Maintenance, and Repair Workers

25%

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.

Helpers--Installation, Maintenance, and Repair Workers

4 of 15 at risk
86%Order new parts to maintain inventory.
63%Tend and observe equipment and machinery to verify efficient and safe operation.
53%Apply protective materials to equipment, components, and parts to prevent defects and corrosion.
51%Clean or lubricate vehicles, machinery, equipment, instruments, tools, work areas, and other objects, using hand tools, power tools, and cleaning equipment.
49%Diagnose electrical problems and install and rewire electrical components.

Wage Comparison

Helpers--Installation, Maintenance, and Repair Workers earns -$11,680(-23%) vs Recreational Vehicle Service Technicians
Recreational Vehicle Service TechniciansHelpers--Installation, Maintenance, and Repair Workers
10th
$35,480$28,770
25th
$43,370$33,760
Median
$50,540$38,860
75th
$63,300$46,600
90th
$76,650$54,650

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Recreational Vehicle Service Technicians2028–2035
Helpers--Installation, Maintenance, and Repair Workers2028–2035
20242030203520402045

Recreational Vehicle Service Technicians has a longer runway before significant displacement, projected 0 years later than Helpers--Installation, Maintenance, and Repair Workers.

Risk-Adjusted Salary

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

Recreational Vehicle Service Technicians

$41,529

from $50,540

Helpers--Installation, Maintenance, and Repair Workers

$28,694

from $38,860

After adjusting for AI risk, Recreational Vehicle Service Technicians offers $12,834 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Recreational

0

Unique to Helpers--Installation,

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Regulatory Barriers
Recreational Vehicle Service TechniciansHelpers--Installation, Maintenance, and Repair Workers
Find transitions from Recreational Vehicle Service TechniciansFind transitions from Helpers--Installation, Maintenance, and Repair Workers