Mostly Resilient
Last Update: 10/7/2026
AI Resilience Score for Vehicle/Equipment Cleaner:
53.0%
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.
High
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%).
High
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%).
Low
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.
AI Resilience Report forCleaners of Vehicles and Equipment
$35,830 median salary•51,500 annual openings•SOC Code: 53-7061.00
Cleaners of Vehicles and Equipment are somewhat more resilient to AI impacts than most occupations, according to our analysis of 7 sources.
Cleaning vehicles and equipment is labeled "Mostly Resilient" because the hands-on work, like scrubbing, waxing, and spotting missed details, still genuinely needs a human touch that robots and AI cannot fully replicate yet. AI is being adopted fast on the business side (things like scheduling, marketing, and security cameras), but the actual physical cleaning work remains yours to own.
Learn more about how you can thrive in this position
This role is mostly resilient
Cleaning vehicles and equipment is labeled "Mostly Resilient" because the hands-on work, like scrubbing, waxing, and spotting missed details, still genuinely needs a human touch that robots and AI cannot fully replicate yet. AI is being adopted fast on the business side (things like scheduling, marketing, and security cameras), but the actual physical cleaning work remains yours to own.
Read full analysisAnalysis of current AI resilience
Vehicle/Equipment Cleaner
Updated quarterly
How can Vehicle/Equipment Cleaner prepare for AI?
Latest AI news for Vehicle/Equipment Cleaner
These articles highlight how AI is reshaping the landscape for Cleaners of Vehicles and Equipment. For example, the piece on AI's impact in China shows that while some jobs may be marginalized, it emphasizes the importance of skills like problem-solving and communication, which remain valuable in an AI-driven world. The article about AI transforming the janitorial industry reveals that automation can lead to better working conditions, enhancing job satisfaction. Embracing these changes can help students develop AI resilience, ensuring they thrive in an evolving job market.
Will AI Replace Cleaners of Vehicles and Equipment?
www.replacedbai.com • 9/20/2026
Mar 28, 2026 — Many Cleaners of Vehicles and Equipment skills — problem-solving, communication, domain expertise — transfer directly to AI-resistant roles. Read more
Vehicle Cleaner AI Shield Score: 88/100 — Human-Essential
www.careershield.me • 9/20/2026
Jul 22, 2026 — 85% of the Vehicle Cleaner role requires uniquely human capabilities. See the task-by-task AI exposure breakdown and your 90-day upskilling ...
How AI Will Transform the Janitorial Industry
caringtx.com • 9/20/2026
AI tools will help them work smarter, not harder. The industry is on the edge of a major shift. More efficient operations, better working conditions, and ... Read more
AI Changes China's Job Market, Taxi Drivers and Cleaners Start to Be Marginalized
voi.id • 8/20/2026
The use of artificial intelligence or AI on a large scale has begun to put pressure on workers in China. The impact is felt from taxi...
Meet Mercy and Anita – the African workers driving the AI revolution, for just over a dollar an hour
www.theguardian.com • 7/6/2024
Social media content and AI training data are processed in outsource centres in the global south, where long hours, low pay and exposure to...
More Career Info
Career: Cleaners of Vehicles and Equipment
They clean and maintain vehicles and equipment by washing, polishing, and checking for damage to keep them in good condition and ready for use.
Parent Careers
Similar Careers
Employment & Wage Data
Median Wage
$35,830
Jobs (2025)
419,500
Growth (2025-35)
+3.9%
Annual Openings
51,500
Education
No formal educational credential
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Fit boot spoilers, side skirts, or mud flaps to cars.
2
Disassemble and reassemble machines or equipment or remove and reattach vehicle parts or trim, using hand tools.
3
Lubricate machinery, vehicles, or equipment or perform minor repairs or adjustments, using hand tools.
4
Connect hoses or lines to pumps or other equipment.
5
Clean the plastic work inside cars, using paintbrushes.
6
Scrub, scrape, or spray machine parts, equipment, or vehicles, using scrapers, brushes, clothes, cleaners, disinfectants, insecticides, acid, abrasives, vacuums, or hoses.
7
Apply paints, dyes, polishes, reconditioners, waxes, or masking materials to vehicles to preserve, protect, or restore color or condition.
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.
