AI Stole My Job

Will AI replace Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders?

Estimated risk score: 15 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 (0 to 34).

For the occupation as a whole, from ratings of its 21 O*NET tasks published in 2023 and calibrated to our hand scores. A specialty inside it can sit higher or lower.

O*NET-SOC 51-9012.00 · 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: 2 of its 21 rated tasks. In O*NET’s words.

  1. Maintain logs of instrument readings, test results, or shift production for entry in computer databases.
  2. Communicate processing instructions to other workers.

Tasks rated in 2023 as not sped up by AI

Tasks such a model was rated as not speeding up or taking over: 18 of its 21 rated tasks; the first 6 are shown. In O*NET’s words.

  1. Clean or sterilize tanks, screens, inflow pipes, production areas, or equipment, using hoses, brushes, scrapers, or chemical solutions.
  2. Collect samples of materials or products for laboratory analysis.
  3. Dump, pour, or load specified amounts of refined or unrefined materials into equipment or containers for further processing or storage.
  4. Operate machines to process materials in compliance with applicable safety, energy, or environmental regulations.
  5. Remove clogs, defects, or impurities from machines, tanks, conveyors, screens, or other processing equipment.
  6. Set up or adjust machine controls to regulate conditions such as material flow, temperature, or pressure.

What the job is

Set up, operate, or tend continuous flow or vat-type equipment; filter presses; shaker screens; centrifuges; condenser tubes; precipitating, fermenting, or evaporating tanks; scrubbing towers; or batch stills. These machines extract, sort, or separate liquids, gases, or solids from other materials to recover a refined product. Includes dairy processing equipment operators.

Also called: Brewer, Cellar Worker, Pulper Operator, Leacher, Riddler, Sheller, Smutter, Stemmer.

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