Job Check
Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
Operate or tend machines to wash or clean products, such as barrels or kegs, glass items, tin plate, food, pulp, coal, plastic, or rubber, to remove impurities.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Add specified amounts of chemicals to equipment at required times to maintain solution levels and concentrations.Mostly human for now
- 02Observe machine operations, gauges, or thermometers, and adjust controls to maintain specified conditions.Mostly human for now
- 03Set controls to regulate temperature and length of cycles, and start conveyors, pumps, agitators, and machines.Mostly human for now
- 04Drain, clean, and refill machines or tanks at designated intervals, using cleaning solutions or water.Mostly human for now
- 05Operate or tend machines to wash and remove impurities from items such as barrels or kegs, glass products, tin plate surfaces, dried fruit, pulp, animal stock, coal, manufactured articles, plastic, or rubber.Mostly human for now
- 06Record gauge readings, materials used, processing times, or test results in production logs.AI could speed this up a lot
- 07Examine and inspect machines to detect malfunctions.Mostly human for now
- 08Measure, weigh, or mix cleaning solutions, using measuring tanks, calibrated rods or suction tubes.Mostly human for now
- 09Draw samples for laboratory analysis, or test solutions for conformance to specifications, such as acidity or specific gravity.Mostly human for now
- 10Adjust, clean, and lubricate mechanical parts of machines, using hand tools and grease guns.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
11%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 11% 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 95% 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.
- Add specified amounts of chemicals to equipment at required times to maintain solution levels and concentrations.
- Observe machine operations, gauges, or thermometers, and adjust controls to maintain specified conditions.
- Set controls to regulate temperature and length of cycles, and start conveyors, pumps, agitators, and machines.