AI Stole My Job

Will AI replace Cooling and Freezing Equipment Operators and Tenders?

Estimated risk score: 14 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 33).

For the occupation as a whole, from ratings of its 19 O*NET tasks published in 2023 and calibrated to our hand scores. A specialty inside it can sit higher or lower.

O*NET-SOC 51-9193.00 · 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 19 rated tasks. In O*NET’s words.

  1. Record temperatures, amounts of materials processed, or test results on report forms.

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 19 rated tasks; the first 6 are shown. In O*NET’s words.

  1. Assemble equipment, and attach pipes, fittings, or valves, using hand tools.
  2. Correct machinery malfunctions by performing actions such as removing jams, and inform supervisors of malfunctions as necessary.
  3. Read dials and gauges on panel control boards to ascertain temperatures, alkalinities, and densities of mixtures, and turn valves to obtain specified mixtures.
  4. Start machinery, such as pumps, feeders, or conveyors, and turn valves to heat, admit, or transfer products, refrigerants, or mixes.
  5. Monitor pressure gauges, ammeters, flowmeters, thermometers, or products, and adjust controls to maintain specified conditions, such as feed rate, product consistency, temperature, air pressure, and machine speed.
  6. Activate mechanical rakes to regulate flow of ice from storage bins to vats.

What the job is

Operate or tend equipment such as cooling and freezing units, refrigerators, batch freezers, and freezing tunnels, to cool or freeze products, food, blood plasma, and chemicals.

Also called: Freezer Person, Freezer Operator, Cooler, Freezer, Ice Maker, Hog Cooler, Ice Puller, Icebox Man.

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