Cooling and Freezing Equipment Operators and Tenders

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 1 (5%)
• AI can speed this up with extra software: 0 (0%)
• Little or no AI speed-up: 18 (95%)

• Record temperatures, amounts of materials processed, or test results on report forms.AI can speed this up on its own · core task
• 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.Little or no AI speed-up · core task
• Read dials and gauges on panel control boards to ascertain temperatures, alkalinities, and densities of mixtures, and turn valves to obtain specified mixtures.Little or no AI speed-up · core task
• Start machinery, such as pumps, feeders, or conveyors, and turn valves to heat, admit, or transfer products, refrigerants, or mixes.Little or no AI speed-up · core task
• Correct machinery malfunctions by performing actions such as removing jams, and inform supervisors of malfunctions as necessary.Little or no AI speed-up · core task
• Assemble equipment, and attach pipes, fittings, or valves, using hand tools.Little or no AI speed-up · core task
• Measure or weigh specified amounts of ingredients or materials, and load them into tanks, vats, hoppers, or other equipment.Little or no AI speed-up · supplemental task
• Adjust machine or freezer speed and air intake to obtain desired consistency and amount of product.Little or no AI speed-up · supplemental task
• Weigh packages and adjust freezer air valves or switches on filler heads to obtain specified amounts of product in each container.Little or no AI speed-up · supplemental task
• Inspect and flush lines with solutions or steam, and spray equipment with sterilizing solutions.Little or no AI speed-up · supplemental task
• Load and position wrapping paper, sticks, bags, or cartons into dispensing machines.Little or no AI speed-up · supplemental task
• Sample and test product characteristics such as specific gravity, acidity, and sugar content, using hydrometers, pH meters, or refractometers.Little or no AI speed-up · supplemental task
• Start agitators to blend contents, or start beater, scraper, and expeller blades to mix contents with air and prevent sticking.Little or no AI speed-up · supplemental task
• Position molds on conveyors, and measure and adjust level of fill, using depth gauges.Little or no AI speed-up · supplemental task
• Insert forming fixtures, and start machines that cut frozen products into measured portions or specified shapes.Little or no AI speed-up · supplemental task
• Place or position containers into equipment, and remove containers after completion of cooling or freezing processes.Little or no AI speed-up · supplemental task
• Scrape, dislodge, or break excess frost, ice, or frozen product from equipment to prevent accumulation, using hands and hand tools.Little or no AI speed-up · supplemental task
• Activate mechanical rakes to regulate flow of ice from storage bins to vats.Little or no AI speed-up · supplemental task
• Stir material with spoons or paddles to mix ingredients or allow even cooling and prevent coagulation.Little or no AI speed-up · supplemental task