Mostly Resilient
Last Update: 5/19/2026
AI Resilience Score for RV Service Technicians:
56.2%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
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.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
AI Resilience Report forRecreational Vehicle Service Technicians
$50,540 median salary•2,800 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 holding up well against AI because the heart of this job — crawling under vehicles, fixing leaks, troubleshooting weird electrical problems, and walking nervous customers through their rigs — requires hands-on skills and human judgment that AI simply can't replicate in the real world. Where AI *is* showing up, it's mostly handling the business side of things, like booking appointments and flagging potential issues from vehicle data, which actually frees technicians up to focus on the repairs they're trained for.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreThis role is mostly resilient
RV service technicians are holding up well against AI because the heart of this job — crawling under vehicles, fixing leaks, troubleshooting weird electrical problems, and walking nervous customers through their rigs — requires hands-on skills and human judgment that AI simply can't replicate in the real world. Where AI *is* showing up, it's mostly handling the business side of things, like booking appointments and flagging potential issues from vehicle data, which actually frees technicians up to focus on the repairs they're trained for.
Read full analysisAnalysis of Current AI Resilience
RV Service Technicians
Updated Quarterly
How is AI changing RV Service Technicians jobs?
If you're worried that AI might take over RV repair jobs, here's some encouraging news: most of the AI showing up in this field is helping technicians, not replacing them. The biggest changes are happening in the office side of the shop. For example, a new platform called ServiceNomad rolled out in May 2026 through a partnership with the RV Technician Association of America [1], giving member shops an "AI front desk" that answers after-hours calls, books appointments, and even responds with empathy when an RVer calls about a leaking roof or highway breakdown.
After 120 days running ServiceNomad, one shop's missed call rate dropped to zero, call-to-booking conversion reached 80% and time-to-appointment fell from one to two hours down to five minutes.
On the diagnostic side, AI is being used as an assistant. Industry experts at the 2026 Technology & Maintenance Council meeting [2] described how machine-learning models flag problems from telematics data, while an ASE-trained human still reviews alerts before they reach the technician. As one panelist put it, "AI is not replacing industry expertise.
It's changing how that expertise is applied." Hands-on tasks like fixing brakes, patching leaks, refinishing wood cabinets, and explaining systems to customers still rely on human touch, problem-solving in tight spaces, and trust — things AI can't physically do.
Sources
How fast is AI adoption growing for RV Service Technicians?
Adoption is likely to be faster for paperwork and customer-service tools and slower for actual repairs. Why faster on the business side? RV shops are small, understaffed, and drowning in admin work, so a cheap AI receptionist is an easy win.
Why slower on the wrench side? Every RV is different, parts break in unpredictable ways, and there's huge demand for human techs — the RV Technical Institute has surpassed 7,500 certified technicians and is expanding into community colleges and high schools to meet demand [1]. Industry leaders are even promoting RV Tech Week in June 2026 as a workforce-development push [3] because shops simply can't find enough people.
Bigger labor research backs this up. A Brookings analysis published in February 2026 [4] found that workers most exposed to AI displacement are concentrated in clerical and administrative roles, not skilled trades. And a 2026 review of AI's impact on skilled trades [5] argues that hands-on repair work has a "moat" because real-world messiness, code compliance, and emergency calls are hard to commoditize.
The bottom line: if you love working with your hands, RV service is one of the safer bets — and learning to use AI tools alongside your wrench will only make you more valuable.
Sources
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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.
Parent Careers
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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
Remove damaged exterior panels and repair and replace structural frame members.
2
Open and close doors, windows, or drawers to test their operation, trimming edges to fit, as necessary.
3
Repair leaks with caulking compound or replace pipes, using pipe wrenches.
4
Refinish wood surfaces on cabinets, doors, moldings, or floors, using power sanders, putty, spray equipment, brushes, paints, or varnishes.
5
Explain proper operation of vehicle systems to customers.
6
Repair plumbing or propane gas lines, using caulking compounds and plastic or copper pipe.
7
Connect water hoses to inlet pipes of plumbing systems and test operation of toilets or sinks.
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.
