AI Stole My Job

Will AI replace Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders?

Estimated risk score: 21 out of 100

Very low replacement risk

Estimate from published task research, not reviewed by a person · how we estimate

Within about 19 points for 4 in 5 of the jobs we checked (2 to 40).

Low confidence: only 11 of its tasks are rated.

For the occupation as a whole, from ratings of its 11 O*NET tasks published in 2023 and calibrated to our hand scores. A specialty inside it can sit higher or lower.

O*NET-SOC 51-9192.00 · Production

Tasks rated in 2023 as ones AI could do or speed up

Tasks a GPT-4-class model could do, or do in half the time or less: 1 of its 11 rated tasks. In O*NET’s words.

  1. Record gauge readings, materials used, processing times, or test results in production logs.

Tasks rated in 2023 as not sped up by AI

Tasks such a model was rated as not speeding up or taking over: 10 of its 11 rated tasks; the first 6 are shown. In O*NET’s words.

  1. Add specified amounts of chemicals to equipment at required times to maintain solution levels and concentrations.
  2. Drain, clean, and refill machines or tanks at designated intervals, using cleaning solutions or water.
  3. Measure, weigh, or mix cleaning solutions, using measuring tanks, calibrated rods or suction tubes.
  4. Operate 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.
  5. Set controls to regulate temperature and length of cycles, and start conveyors, pumps, agitators, and machines.
  6. Examine and inspect machines to detect malfunctions.

What the job is

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.

Also called: Sanitizer, Sanitation Technician, Clean in Places Operator (CIP Operator), Tubber, Definer, Delimer, Drifter, Agitator.

Source. This site includes information from the O*NET 30.1 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. O*NET® is a trademark of USDOL/ETA. USDOL/ETA has not approved, endorsed, or tested these modifications. (O*NET, CC BY 4.0.) Task ratings: Eloundou, Manning, Mishkin and Rock (2023), “GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models”, data used under the MIT licence (licence texts). Our change: we averaged the ratings over this occupation’s tasks and calibrated them to our 0–100 scale. It is not a prediction about any one person and not career advice. Disagree? Write to hello@yourstopwashit.com. How we estimate