Job Check
Cleaners of Vehicles and Equipment
Wash or otherwise clean vehicles, machinery, and other equipment. Use such materials as water, cleaning agents, brushes, cloths, and hoses.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Rinse objects and place them on drying racks or use cloth, squeegees, or air compressors to dry surfaces.Mostly human for now
- 02Apply paints, dyes, polishes, reconditioners, waxes, or masking materials to vehicles to preserve, protect, or restore color or condition.Mostly human for now
- 03Clean and polish vehicle windows.Mostly human for now
- 04Drive vehicles to or from workshops or customers' workplaces or homes.Mostly human for now
- 05Scrub, scrape, or spray machine parts, equipment, or vehicles, using scrapers, brushes, clothes, cleaners, disinfectants, insecticides, acid, abrasives, vacuums, or hoses.Mostly human for now
- 06Inspect parts, equipment, or vehicles for cleanliness, damage, and compliance with standards or regulations.AI could speed this up, with extra tools
- 07Mix cleaning solutions, abrasive compositions, or other compounds, according to formulas.Mostly human for now
- 08Maintain inventories of supplies.AI could speed this up a lot
- 09Pre-soak or rinse machine parts, equipment, or vehicles by immersing objects in cleaning solutions or water, manually or using hoists.Mostly human for now
- 10Turn valves or disconnect hoses to eliminate water, cleaning solutions, or vapors from machinery or tanks.Mostly human for now
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job lossToo little dataNot enough work use was seen to measure. This does not mean the job is safe from AI.Anthropic, 2026
8%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 7% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Above 87% of jobsin how much of this job’s physical work robots have been shown to do, from factories to homes (2026).Anthropic, 2026
Your human edge
The main tasks with no real AI use seen and no big speed-up expected. This is where your skill counts most today.
- Rinse objects and place them on drying racks or use cloth, squeegees, or air compressors to dry surfaces.
- Apply paints, dyes, polishes, reconditioners, waxes, or masking materials to vehicles to preserve, protect, or restore color or condition.
- Clean and polish vehicle windows.