Mostly Resilient

Last Update: 8/30/2026

AI Resilience Score for RV Service Technicians:

53.2%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Med

Sustained economic opportunity

Med

Our confidence in this score:
Medium

Methodology and Scoring Rationale

To score how resilient recreational vehicle service technician work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For RV service technicians, 6 of the 8 sources had data. The AI exposure signals mostly agreed: our AI Resilience Model rated human contribution high, while Microsoft and Will Robots Take My Job landed at medium, giving moderate confidence overall. Solid hands-on repair work supports resilience, but softer pay and mobility data pulled the score down, landing the role at "Mostly Resilient."

AI Resilience Report forRecreational Vehicle Service Technicians

$52,000 median salary•2,200 annual openings•SOC Code: 49-3092.00

Recreational Vehicle Service Technicians are somewhat more resilient to AI impacts than most occupations, according to our analysis of 6 sources.

RV service technicians are "Mostly Resilient" because the heart of this job is physical, hands-on work that AI simply cannot do, like replacing panels, diagnosing problems under the hood, and working directly with customers on safety-critical repairs. Where AI is showing up, it is acting more like a helpful assistant than a replacement, handling things like scheduling, maintenance alerts, and parts identification so technicians can focus on the actual repairs.

Learn more about how you can thrive in this position

This role is mostly resilient

RV service technicians are "Mostly Resilient" because the heart of this job is physical, hands-on work that AI simply cannot do, like replacing panels, diagnosing problems under the hood, and working directly with customers on safety-critical repairs. Where AI is showing up, it is acting more like a helpful assistant than a replacement, handling things like scheduling, maintenance alerts, and parts identification so technicians can focus on the actual repairs.

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Analysis of current AI resilience

RV Service Technicians

Updated quarterly

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Latest AI news for RV Service Technicians

These articles highlight the evolving role of AI in the recreational vehicle service technician field. While AI won't replace technicians, it enhances diagnostics and paperwork management, making tasks more efficient. For instance, advanced diagnostic tools and augmented reality repair guidance can aid technicians in problem-solving. Furthermore, an AI phone system can streamline customer interactions 24/7, ensuring no opportunities are missed. Overall, embracing these technologies can help aspiring technicians build a resilient career in a changing landscape.

More Career Info

Career: Recreational Vehicle Service Technicians

They fix and maintain RVs by checking systems, repairing parts, and ensuring everything works properly for safe and enjoyable travel.

Employment & Wage Data

Median Wage

$52,000

Jobs (2025)

17,500

Growth (2025-35)

+9.7%

Annual Openings

2,200

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

97% ResilienceCore Task

Remove damaged exterior panels, and repair and replace structural frame members.

2

97% ResilienceCore Task

Refinish wood surfaces on cabinets, doors, moldings, or floors, using power sanders, putty, spray equipment, brushes, paints, or varnishes.

3

96% ResilienceCore Task

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

4

96% ResilienceCore Task

Open and close doors, windows, or drawers to test their operation, trimming edges to fit, as necessary.

5

96% ResilienceCore Task

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

6

96% ResilienceCore Task

Reset hardware, using chisels, mallets, and screwdrivers.

7

96% ResilienceSupplemental

Seal open sides of modular units to prepare them for shipment, using polyethylene sheets, nails, and hammers.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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