Transportation · SOC 53-7061
Vehicle cleaning is deeply physical and context-dependent — AI has almost no foothold here.
Hands-on, interpersonal or high-stakes work AI struggles to replace.
Timeline: Robotic car washes handle exteriors already, but full-service detailing requiring judgment and manual dexterity is unlikely to be automated within 10 years.
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$52,310 median pay
$34,330 median pay
$51,880 median pay
$171,000 median pay
$67,130 median pay
$47,040 median pay
AI job-risk card
Cleaners of Vehicles and Equipment is resilient on AIFear. Hands-on, interpersonal or high-stakes work AI struggles to replace.
AIFear.com
Our AI Fear Score for Cleaners of Vehicles and Equipment is 9/100 (Resilient). Hands-on, interpersonal or high-stakes work AI struggles to replace.
9 out of 100, based on an AI-model review of this occupation's O*NET tasks against what current AI can actually do.
Most exposed: Routing vehicles between customer sites and wash bays, Logging job completion and product usage records. Harder to automate: Scrubbing, polishing, and detail work requiring physical dexterity, Judging surface condition and choosing appropriate treatments, Customer-facing handoff and satisfaction checks.
Lean into Detailing and surface restoration techniques, Customer service, Eco-friendly cleaning product knowledge, Fleet maintenance basics. Consider roles such as Auto detailing shop supervisor or Fleet maintenance coordinator or Vehicle reconditioning specialist.
Tasks, skills and AI-exposure for this role were reviewed by an AI model against its O*NET task profile (curated roles use published research anchors). Pay and employment, where shown, are U.S. BLS OEWS (May 2024) figures. This is an estimate, not a prediction about any individual's job. Compare all occupations.