Last Update: 11/21/2025
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
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
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.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
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 analysisContributing 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
Microsoft's Working with AI
AI Applicability
Anthropic's Economic Index
AI Resilience
Will Robots Take My Job
Automation Resilience
Medium Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
RV Service Technicians
Updated Quarterly • Last Update: 11/22/2025

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].

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].

Help us improve this report.
Tell us if this analysis feels accurate or we missed something.
Share your feedback
Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.
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
AI-generated estimates of task resilience over the next 3 years
Repair plumbing or propane gas lines, using caulking compounds and plastic or copper pipe.
Inspect recreational vehicles to diagnose problems and perform necessary adjustment, repair, or overhaul.
Locate and repair frayed wiring, broken connections, or incorrect wiring, using ohmmeters, soldering irons, tape, or hand tools.
Connect electrical systems to outside power sources and activate switches to test the operation of appliances or light fixtures.
Connect water hoses to inlet pipes of plumbing systems and test operation of toilets or sinks.
Remove damaged exterior panels and repair and replace structural frame members.
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.

© 2026 CareerVillage.org. All rights reserved.
The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.
Built with ❤️ by Sandbox Web