O*NET-SOC 49-3092.00 / model V11 rated-task engine

Will AI replace
Recreational Vehicle Service Technicians?

Diagnose, inspect, adjust, repair, or overhaul recreational vehicles including travel trailers. May specialize in maintaining gas, electrical, hydraulic, plumbing, or chassis/towing systems as well as repairing generators, appliances, and interior components. Includes workers who perform customized van conversions.

Estimated AI task exposure

Low exposure

V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.

17 tasks have usable Task Rating records; weighted-task coverage is 100%.

Digital/info work

16/100

Physical moat

83/100

Human moat

12/100

Rating coverage

100%

17 task statements / 17 rated

Highest-weighted occupation tasks

Connect electrical systems to outside power sources, and activate switches to test the operation of appliances or light fixtures.

Importance 84/100Relevance 99/100Frequency 72/100Weight 0.87

Examine or test operation of parts or systems to ensure completeness of repairs.

Importance 83/100Relevance 100/100Frequency 71/100Weight 0.87

Inspect recreational vehicles to diagnose problems and perform necessary adjustment, repair, or overhaul.

Importance 81/100Relevance 100/100Frequency 72/100Weight 0.86

Locate and repair frayed wiring, broken connections, or incorrect wiring, using ohmmeters, soldering irons, tape, or hand tools.

Importance 80/100Relevance 100/100Frequency 62/100Weight 0.83

Confer with customers, read work orders, or examine vehicles needing repair to determine the nature and extent of damage.

Importance 80/100Relevance 95/100Frequency 68/100Weight 0.83

Repair plumbing or propane gas lines, using caulking compounds and plastic or copper pipe.

Importance 83/100Relevance 99/100Frequency 57/100Weight 0.82

Diagnose and repair furnace or air conditioning systems.

Importance 86/100Relevance 98/100Frequency 54/100Weight 0.82

Connect water hoses to inlet pipes of plumbing systems, and test operation of toilets or sinks.

Importance 78/100Relevance 98/100Frequency 62/100Weight 0.81

Repair leaks with caulking compound or replace pipes, using pipe wrenches.

Importance 78/100Relevance 92/100Frequency 65/100Weight 0.80

List parts needed, estimate costs, and plan work procedures, using parts lists, technical manuals, or diagrams.

Importance 78/100Relevance 93/100Frequency 61/100Weight 0.79

Task weighting

Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.

Occupation scoring

When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.

U.S. labor market

BLS Wage & Employment Outlook

Median annual wage

$52,000

BLS OEWS May 2025

National employment

17,430

BLS OEWS May 2025

Projected growth

+9.7%

BLS Employment Projections 2025–2035

Average annual openings

2

BLS Employment Projections 2025–2035

BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.

Career pivot radar

Safer Career Alternatives

These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.

SAFER ALTERNATIVE