Share and intensity of work current AI systems can materially affect.
SOC 49-3092
Recreational Vehicle Service Technicians AI displacement risk
RV service technicians diagnose and repair the plumbing, propane, electrical, and climate systems packed into a motorhome. Diagnostic tools read fault codes, but an RV is a house on a truck frame: water intrusion, propane leaks, and slide-out mechanisms fail in ways that need a technician inside the rig.
Likely potential for exposed tasks to move to software after workflow integration.
The RV ownership boom outran technician supply, and warranty work backs up for weeks at dealers. Multi-system skill — part plumber, part electrician, part carpenter — is exactly what automation does not bundle.
Distribution
Where Recreational Vehicle Service Technicians sits across 620 tracked roles
Displacement pressure 16 — higher than 14% of the 620 occupations tracked on displacement.ai.
Score version
This page uses Seed model v0.4 (seed-v0.4-2026-05), last reviewed 2026-08-15. Directional occupation-level planning model using hand-reviewed public research, task exposure estimates, wage context, and transition-pathway assumptions.
17 O*NET task statements matched to SOC 49-3092. The displayed task profile combines these official task statements with the current public score model.
Median wage context: $52,000 (May 2025, US national). The latest BLS row matched SOC 49-3092.
Scores are planning signals, not forecasts. Local hiring demand, employer-specific workflows, licensing, and credentials must be validated before making career decisions.
2030 economic stress test
How Anthropic's scenarios classify Recreational Vehicle Service Technicians
SOC 49-3092 places this role in the paper's all-other occupation group. These group-level outcomes do not change the 16/100 role score and are not an occupation forecast.
+1.1% group wage
Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.
Economy-wide: +1.6% GDP and 3.9% unemployment.
+5.9% group wage
Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.
Economy-wide: +8.3% GDP and 4.6% unemployment.
+33.6% group wage
Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.
Economy-wide: +32.4% GDP and 11.9% unemployment.
Compare the assumptions and limitations across all three scenarios. Source: The Anthropic Institute Working Paper No. 2026-02.
Official task evidence
O*NET task matches for Recreational Vehicle Service Technicians
The current evidence import matched 17 task statements from Task Statements 31.0 (August 2026). These rows are used as a grounding layer for judging which parts of the occupation are repeatable, language-heavy, analytical, social, physical, or compliance-sensitive.
Dataset31.0 (August 2026)
Matched tasks17
SOC49-3092
- Core task / ID 20804
Diagnose and repair furnace or air conditioning systems.
- Core task / ID 10010
Connect electrical systems to outside power sources, and activate switches to test the operation of appliances or light fixtures.
- Core task / ID 10004
Examine or test operation of parts or systems to ensure completeness of repairs.
- Core task / ID 10005
Repair plumbing or propane gas lines, using caulking compounds and plastic or copper pipe.
- Core task / ID 10006
Inspect recreational vehicles to diagnose problems and perform necessary adjustment, repair, or overhaul.
- Core task / ID 10007
Locate and repair frayed wiring, broken connections, or incorrect wiring, using ohmmeters, soldering irons, tape, or hand tools.
Source: O*NET Resource Center, Task Statements. Raw import target: data/raw/onet/task-statements-31-0.txt.
Task profile
Where AI changes the work
Inspect recreational vehicles to diagnose problems
Exposure 30, automation 13%, augmentation 50%.
O*NET evidence: Inspect recreational vehicles to diagnose problems and perform necessary adjustment, re... (ID 10006)
Repair plumbing or propane gas lines
Exposure 20, automation 8%, augmentation 38%.
O*NET evidence: Repair plumbing or propane gas lines, using caulking compounds and plastic or copper pipe. (ID 10005)
Diagnose and repair furnace or air conditioning systems
Exposure 26, automation 11%, augmentation 46%.
O*NET evidence: Diagnose and repair furnace or air conditioning systems. (ID 20804)
Locate and repair frayed wiring and broken connections
Exposure 24, automation 10%, augmentation 44%.
O*NET evidence: Locate and repair frayed wiring, broken connections, or incorrect wiring, using ohmmete... (ID 10007)
TaskExposureAutomationAugmentation
Inspect recreational vehicles to diagnose problems3013%50%
Repair plumbing or propane gas lines208%38%
Diagnose and repair furnace or air conditioning systems2611%46%
Locate and repair frayed wiring and broken connections2410%44%
Transition pathways
Adjacent moves that preserve existing skills
credentialed transition
LowRV Master Certified Technician
Training horizon: 12-24 months. Skill overlap 62. Wage preservation signal 122.
- Earn RVTI master certification
- Lead complex diagnostics
- Mentor junior techs
role redesign
LowService Advisor or Manager
Training horizon: 6-12 months. Skill overlap 64. Wage preservation signal 120.
- Run the service lane
- Own warranty workflows
- Manage customer approvals
Comparison guides
Compare the next move before you commit
12-24 months
Recreational Vehicle Service Technicians to RV Master Certified Technician
Compare AI displacement pressure, wage preservation, skill overlap, training time, and first proof project for moving from Recreational Vehicle Service Technicians into RV Master Certified Technician.
6-12 months
Recreational Vehicle Service Technicians to Service Advisor or Manager
Compare AI displacement pressure, wage preservation, skill overlap, training time, and first proof project for moving from Recreational Vehicle Service Technicians into Service Advisor or Manager.
What the AI risk score means for Recreational Vehicle Service Technicians
The displacement pressure score for Recreational Vehicle Service Technicians is 16. That score blends task exposure, automation pressure, augmentation potential, wage vulnerability, transition feasibility, and source confidence. It is designed to help workers and workforce teams decide where to act first, not to claim a specific date when a job will disappear.
For this role, the clearest risk pattern is visible at the task level. Inspect recreational vehicles to diagnose problems carries 13% automation pressure, while Inspect recreational vehicles to diagnose problems carries 50% augmentation potential. That means the best response is usually a targeted redesign of work: move away from repeatable production tasks and toward judgment, exception handling, coordination, stakeholder context, and accountable use of AI tools.
Labor-market context and wage risk
Median wage: $52,000 (May 2025, US national). Employment context: Multi-system repair for rolling houses. Typical education: High school plus RV technical training.
Wage vulnerability is 46, while transition feasibility is 60. A high wage-vulnerability score means workers should pay close attention to salary preservation before making a move. A high transition-feasibility score means there are adjacent paths that can reuse existing skills without requiring a complete career reset.
- Low displacement pressure
- Dealer backlogs show technician scarcity
- Multi-system skill resists bundling
Upskilling priorities
Skills that make this role more resilient
The safest upskilling plan starts with skills already close to the work. For Recreational Vehicle Service Technicians, the strongest near-term skill priorities are listed below. These are useful whether the goal is to stay in the role, move to a redesigned version of the role, or transition into an adjacent occupation.
Multi-system diagnostics
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Propane and plumbing repair
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Electrical troubleshooting
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Customer service
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
90-day transition plan
The most practical next step is not to wait for a layoff or a full role redesign. Use the next 90 days to create evidence that you can operate in a safer, more AI-augmented version of the work.
- In the first 30 days, document the repetitive tasks in your current work and identify where AI can reduce drafting, lookup, classification, or reporting time.
- By 60 days, complete one small project connected to RV Master Certified Technician, such as earn rvti master certification.
- By 90 days, compare internal openings and external postings for RV Master Certified Technician or Service Advisor or Manager and update your resume around measurable workflow outcomes.
FAQ
Questions about AI and Recreational Vehicle Service Technicians
Will AI replace Recreational Vehicle Service Technicians?
RV service technicians diagnose and repair the plumbing, propane, electrical, and climate systems packed into a motorhome. Diagnostic tools read fault codes, but an RV is a house on a truck frame: water intrusion, propane leaks, and slide-out mechanisms fail in ways that need a technician inside the rig. The better planning signal is not full replacement, but which tasks become automated, which tasks become AI-assisted, and which responsibilities still need human judgment.
Which parts of Recreational Vehicle Service Technicians work are most exposed to AI?
Inspect recreational vehicles to diagnose problems and Diagnose and repair furnace or air conditioning systems show the strongest automation pressure in this model. Inspect recreational vehicles to diagnose problems and Diagnose and repair furnace or air conditioning systems are better treated as AI-augmented work.
What should Recreational Vehicle Service Technicians learn next?
Start with Multi-system diagnostics, Propane and plumbing repair, Electrical troubleshooting. The most practical adjacent paths in this model are RV Master Certified Technician and Service Advisor or Manager.
How should this score be used?
Use it as a planning signal, not a prediction. Confirm local hiring demand, wages, licensing, credentials, and employer adoption before making a career move.
Sources
Evidence trail
OECD / 11 July 2023OECD Employment Outlook 2023: Artificial Intelligence and the Labour MarketO*NET Resource Center / Database 31.0 (August 2026)Occupation, Task, Skill, and Work-Activity DataUS Bureau of Labor Statistics / May 2025 estimates (released 15 May 2026)Occupational Employment and Wage Statistics