BETA
Updated: Mar 24
BETA
Updated: Mar 24
Evolving
Last Update: 3/13/2026
Your role’s AI Resilience Score is
52.8%
Median Score
Changing Fast
Evolving
Stable
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
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.
This role is evolving
This career is labeled as "Evolving" because while AI and technology are being integrated into RV service shops, they serve to assist rather than replace human technicians. Tools like augmented reality and diagnostic software help technicians work more efficiently, but the core tasks—such as connecting hoses and aligning brakes—still require human hands and judgment.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreThis role is evolving
This career is labeled as "Evolving" because while AI and technology are being integrated into RV service shops, they serve to assist rather than replace human technicians. Tools like augmented reality and diagnostic software help technicians work more efficiently, but the core tasks—such as connecting hoses and aligning brakes—still require human hands and judgment.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
CareerVillage's proprietary model that estimates how resilient each occupation's tasks are to AI automation and augmentation
Evolving52.4%
52.4%
Microsoft's Working with AI
AI Applicability
Measures how applicable AI tools (like Bing Copilot) are to each occupation based on real usage patterns
Evolving47.4%
47.4%
Will Robots Take My Job
Automation Resilience
Estimates the probability of automation for each occupation based on research from Oxford University and other academic sources
Evolving47.2%
47.2%
Althoff & Reichardt
Economic Growth
Measured as "Wage bill" which is a long term projection for average wage × employment. It's the total labor income flowing to an occupation
Evolving63.7%
63.7%
Medium Demand
Labor Market Outlook
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
11.5%
Growth Percentile:
94.5%
Annual Openings:
2,800
Annual Openings Pct:
27.8%
Analysis of Current AI Resilience
RV Service Technicians
Updated Quarterly • Last Update: 2/17/2026
What's changing and what's not
Recreational vehicle service techs fix many parts of an RV – plumbing, electrical, brakes and more – which are still mostly done by hand. For example, connecting water hoses or replacing body panels requires careful manual work and isn’t yet handled by machines. In shops today, AI and robots mainly help, rather than do all the work.
Many dealerships and heavy-vehicle shops use augmented reality (AR) or diagnostic software to guide technicians. In one case, truck service techs used AR glasses to overlay wiring diagrams on the vehicle, saving 15–20% of their time in diagnostics [1]. Shops also use robotic assistants for routine tasks.
For instance, some service centers have small robots that deliver parts to techs so they waste less time walking to the parts counter [2]. In body shops, robot arms already handle jobs like painting or buffing panels with high precision [3]. Even smart vehicle sensors and AI can alert a tech to issues (like low tire pressure or engine troubles) before a breakdown [4].
Overall, though, core RV repair tasks – hooking up hoses, testing sinks, aligning brakes – remain hands-on. We did not find examples of robots actually connecting hoses or tightening RV brakes. Instead, technology is mostly augmenting the work.
It gives techs better tools (like digital manuals or predictive alerts) so they can fix things faster and more accurately, rather than replacing the tech entirely [1] [2].
Sources
AI in the real world
Whether shops add more AI/robots depends on costs and needs. Many independent RV shops are small businesses, so very expensive robots are rare. A parts-delivery robot or automated painter might only make sense in a big dealer shop, not a small garage.
Labor costs also matter: as long as skilled techs are available, pure labor-saving machines are less attractive. On the other hand, rising demand and complex vehicles are pushing some change. Modern RVs (especially newer electric or high-tech models) pack more sensors and electronics, so shops use AI-driven diagnostics and data analysis more.
For example, connected vehicles can send tire or engine data to the cloud, and AI can flag worn brakes or fluids that need change [4] [4]. This kind of tech helps scheduling services ahead of failures.
Big service networks and fleet operators especially are eager for efficiency. As one report notes, these firms want digital tools and predictive maintenance to reduce downtime [4] [4]. In busy shops, even cutting a few trips to fetch parts helps; indeed, dealers using parts robots report smoother workflows and feel it “frees up technicians to do what they do best” [2] [2].
However, adoption can be slow in specialty fields like RV service. Every RV is a bit different, and fixing one often takes creativity and judgment. So far, technology is usually a helper, not a replacement.
Shops are more likely to use AI for planning or diagnostics (for example, apps that suggest parts or show repair steps) than to completely automate a hands-on task. In short, AI tools are available and growing (especially for diagnostics and parts planning), but the unique, physical nature of RV repairs means human technicians remain central [1] [2]. Most experts say AI will continue to augment RV service – giving techs better information and support – rather than fully taking over the job soon.
Sources
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More Career Info
Career: Recreational Vehicle Service Technicians
Parent Careers
Similar Careers
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
Open and close doors, windows, or drawers to test their operation, trimming edges to fit, as necessary.
2
Inspect, repair, or replace brake systems.
3
Remove damaged exterior panels and repair and replace structural frame members.
4
Confer with customers, read work orders, or examine vehicles needing repair to determine the nature and extent of damage.
5
Refinish wood surfaces on cabinets, doors, moldings, or floors, using power sanders, putty, spray equipment, brushes, paints, or varnishes.
6
Repair plumbing or propane gas lines, using caulking compounds and plastic or copper pipe.
7
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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