BETA

Updated: Feb 6

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BETA

Updated: Feb 6

Evolving

Last Update: 11/21/2025

Your role’s AI Resilience Score is

66.2%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium-high

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Recreational Vehicle Service Technicians

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

Summary

The career of a Recreational Vehicle Service Technician is labeled as "Evolving" because AI and digital tools are gradually becoming part of the job, helping with tasks like diagnostics and scheduling. While AI can speed up paperwork and suggest repairs, technicians still need to use their hands-on skills for fixing and problem-solving, which AI can't replace.

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Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info

Summary

The career of a Recreational Vehicle Service Technician is labeled as "Evolving" because AI and digital tools are gradually becoming part of the job, helping with tasks like diagnostics and scheduling. While AI can speed up paperwork and suggest repairs, technicians still need to use their hands-on skills for fixing and problem-solving, which AI can't replace.

Read full analysis

Contributing Sources

AI Resilience

All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.

CareerVillage.org's AI Resilience Analysis

AI Task Resilience

Learn about this score
Stable iconStable

83.5%

83.5%

Microsoft's Working with AI

AI Applicability

Learn about this score
Evolving iconEvolving

47.4%

47.4%

Anthropic's Economic Index

Stable iconStable

99%

99%

Will Robots Take My Job

Automation Resilience

Learn about this score
Evolving iconEvolving

51.6%

51.6%

Medium Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

Learn about this score

Growth Rate (2024-34):

11.5%

Growth Percentile:

94.5%

Annual Openings:

2.8

Annual Openings Pct:

27.8%

Analysis of Current AI Resilience

RV Service Technicians

Updated Quarterly • Last Update: 11/22/2025

Analysis
Suggested Actions
State of Automation

State of Automation & Augmentation

Today’s RV repair tasks are mostly done by people, not robots. Shops do use digital tools to help. For example, mechanics can use diagnostic scanners or even augmented-reality tablets or glasses that show live data from a vehicle’s sensors [1].

Some “AI” programs can suggest likely fixes when a technician enters fault codes [2]. Service software can also auto-fill parts lists and labor hours based on past jobs [2]. These tools make the job faster and more accurate, but a person still must decide what to do.

Hands-on work — opening panels, fitting parts, tracing wires and soldering — still needs a human. Industry experts note that many RV tasks involve plumbing, wiring and repair steps that “AI cannot replicate” [3]. In short, very little of the actual hands-on fixing is fully automated.

Most of AI in an RV shop today simply gives a mechanic extra information or helps check work is complete [1] [2].

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AI Adoption

AI Adoption

AI and software tools are slowly entering vehicle shops, often to help managers or advisors. For example, some dealerships use AI to schedule appointments and assign jobs based on technician skill levels [4]. A WardsAuto report notes that smart scheduling can cut errors and free staff for more important work [4].

But such systems aren’t yet everywhere [4]. Small RV shops may delay buying new tech because high-quality AI tools can be expensive. On the plus side, many customers already like digital service: one survey found owners much happier when shops sent text reminders and updates [4].

In fact, a recent poll showed 70% of car owners would welcome an AI helper for auto service [2]. Importantly, both industry reports and shop managers stress that AI should augment technicians, not replace them [2] [3]. In practice, this means AI can speed up paperwork or give inspection tips, but people still make the final calls and do the hands-on repairs.

This is hopeful news: future tech may make the job smoother, but the core skills humans bring – creativity, problem-solving and careful manual work – stay essential [2] [3].

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More Career Info

Career: Recreational Vehicle Service Technicians

Employment & Wage Data

Median Wage

$50,540

Jobs (2024)

19,500

Growth (2024-34)

+11.5%

Annual Openings

2,800

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

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

1

75% ResilienceCore Task

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

2

65% ResilienceCore Task

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

3

65% ResilienceCore Task

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

4

65% ResilienceCore Task

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

5

65% ResilienceCore Task

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

6

65% ResilienceCore Task

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

7

65% ResilienceCore Task

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

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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