AITakeover Tracker
18%low risk

Recreational Vehicle Service Technicians

Diagnose, inspect, adjust, repair, or overhaul recreational vehicles including travel trailers. May specialize in maintaining gas, electrical, hydraulic, plumbing, or chassis/towing systems as well as repairing generators, appliances, and interior components. Includes workers who perform customized van conversions.

Higher risk than 4% of occupations

AI Impact Summary

Recreational Vehicle Service Technicians faces low AI displacement risk with a score of 18/100. This occupation has higher AI displacement risk than 4% of all analyzed occupations. Of 17 analyzed tasks, 1 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Equipment Maintenance78%

Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingActive LearningJudgment and Decision MakingMonitoringWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Recreational Vehicle Service Technicians skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.9pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-4.9pt risk+$3K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.6pt risk+$3K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma48%
Some College42%
Post-Secondary Certificate8%
Level 122%

Prior Experience Needed

Work experience required to enter this job

6 months - 1 year21%
1-2 years37%
2-4 years37%
4-6 years2%
Over 10 years2%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month22%
1-3 months5%
3-6 months20%
6 months - 1 year39%
2-4 years12%
6-8 years2%

How AI Impacts Each Task

17 tasks analyzed

Explain proper operation of vehicle systems to customers.

Risk: 37.9%AI: 57.25ObservedTime: 5%

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

Risk: 9.0%AI: 0EstimatedTime: 8%

Confer with customers, read work orders, or examine vehicles needing repair to determine the nature and extent of damage.

Risk: 52.7%AI: 64.12ObservedTime: 6%

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

Risk: 9.0%AI: 0EstimatedTime: 8%

Examine or test operation of parts or systems to ensure completeness of repairs.

Risk: 39.0%AI: 30EstimatedTime: 6%

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

Risk: 47.0%AI: 35EstimatedTime: 4%

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

Risk: 47.0%AI: 35EstimatedTime: 4%

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

Risk: 11.0%AI: 5EstimatedTime: 10%

Inspect, repair, or replace brake systems.

Risk: 32.8%AI: 59.52ObservedTime: 7%

Diagnose and repair furnace or air conditioning systems.

Risk: 9.0%AI: 0EstimatedTime: 8%

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

Risk: 9.0%AI: 0EstimatedTime: 6%

List parts needed, estimate costs, and plan work procedures, using parts lists, technical manuals, or diagrams.

Risk: 86.0%AI: 92EstimatedTime: 6%

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

Risk: 9.0%AI: 0EstimatedTime: 6%

Open and close doors, windows, or drawers to test their operation, trimming edges to fit, as necessary.

Risk: 9.0%AI: 0EstimatedTime: 5%

Reset hardware, using chisels, mallets, and screwdrivers.

Risk: 9.0%AI: 0EstimatedTime: 4%

Refinish wood surfaces on cabinets, doors, moldings, or floors, using power sanders, putty, spray equipment, brushes, paints, or varnishes.

Risk: 9.0%AI: 0EstimatedTime: 5%

Seal open sides of modular units to prepare them for shipment, using polyethylene sheets, nails, and hammers.

Risk: 45.0%AI: 30EstimatedTime: 2%

Protective Factors

Total protective discount: 29.0%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityIntegrityCooperationSelf ControlIndependenceAdaptability/FlexibilityPersistenceStress ToleranceInitiativeAnalytical ThinkingAchievement/Effort

Wage & Employment (2024)

Median Wage

$50,540

per year

Mean Wage

$55,380

per year

Employment

19K

workers

Wage Range

$35,480 - $76,650

10th - 90th pct

Wage Distribution

$35,480Median: $50,540$76,650
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

See all transitions

Mechanical Door Repairers

15%
Low Risk

Median salary: $51,050

Higher risk than 1% of other occupations

Boilermakers

16%
Low Risk

Median salary: $73,340

Higher risk than 2% of other occupations

Farm Equipment Mechanics and Service Technicians

16%
Low Risk

Median salary: $52,080

Higher risk than 2% of other occupations

Telecommunications Line Installers and Repairers

17%
Low Risk

Median salary: $70,500

Higher risk than 3% of other occupations

Motorboat Mechanics and Service Technicians

19%
Low Risk

Median salary: $54,950

Higher risk than 5% of other occupations

Bus and Truck Mechanics and Diesel Engine Specialists

20%
Low Risk

Median salary: $60,640

Higher risk than 6% of other occupations

Mobile Heavy Equipment Mechanics, Except Engines

21%
Low Risk

Median salary: $63,980

Higher risk than 9% of other occupations

Control and Valve Installers and Repairers, Except Mechanical Door

26%
Medium Risk

Median salary: $74,690

Higher risk than 21% of other occupations

Helpers--Installation, Maintenance, and Repair Workers

26%
Medium Risk

Median salary: $38,860

Higher risk than 22% of other occupations

Gas Compressor and Gas Pumping Station Operators

43%
Medium Risk

Median salary: $71,510

Higher risk than 87% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Recreational Vehicle Service Technicians professionals should diversify beyond them.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Reading Comprehension

    Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Manual Dexterity

    Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Equipment Maintenance

    Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

+0.6

overall change

Checking for existing plan...