Job Check
Cooling and Freezing Equipment Operators and Tenders
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.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Record temperatures, amounts of materials processed, or test results on report forms.AI could speed this up a lot
- 02Monitor 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.Mostly human for now
- 03Read dials and gauges on panel control boards to ascertain temperatures, alkalinities, and densities of mixtures, and turn valves to obtain specified mixtures.Mostly human for now
- 04Start machinery, such as pumps, feeders, or conveyors, and turn valves to heat, admit, or transfer products, refrigerants, or mixes.Mostly human for now
- 05Correct machinery malfunctions by performing actions such as removing jams, and inform supervisors of malfunctions as necessary.Mostly human for now
- 06Assemble equipment, and attach pipes, fittings, or valves, using hand tools.Mostly human for now
- 07Measure or weigh specified amounts of ingredients or materials, and load them into tanks, vats, hoppers, or other equipment.Mostly human for now
- 08Adjust machine or freezer speed and air intake to obtain desired consistency and amount of product.Mostly human for now
- 09Weigh packages and adjust freezer air valves or switches on filler heads to obtain specified amounts of product in each container.Mostly human for now
- 10Inspect and flush lines with solutions or steam, and spray equipment with sterilizing solutions.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 33% 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 94% 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.
- 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.
- Read dials and gauges on panel control boards to ascertain temperatures, alkalinities, and densities of mixtures, and turn valves to obtain specified mixtures.
- Measure or weigh specified amounts of ingredients or materials, and load them into tanks, vats, hoppers, or other equipment.