Stir material with spoons or paddles to mix ingredients or allow even cooling and prevent coagulation.

“Stir material with spoons or paddles to mix ingredients or allow even cooling and prevent coagulation.” is a supplemental task performed by Cooling and Freezing Equipment Operators and Tenders. Among the occupation's 19 rated tasks, workers place it 3rd by importance (#17 most important). About 34% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Prepare mixtures or solutions. in Performing General Physical Activities

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E0. No direct exposure — current language models give little or no time savings on this task.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.00. Automation potential label: T0.

Other tasks in this occupation

• Record temperatures, amounts of materials processed, or test results on report forms. · importance 4.3
• 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. · importance 4.3
• Read dials and gauges on panel control boards to ascertain temperatures, alkalinities, and densities of mixtures, and turn valves to obtain specified mixtures. · importance 4.2
• Measure or weigh specified amounts of ingredients or materials, and load them into tanks, vats, hoppers, or other equipment. · importance 4.2
• Adjust machine or freezer speed and air intake to obtain desired consistency and amount of product. · importance 4.2
• Start machinery, such as pumps, feeders, or conveyors, and turn valves to heat, admit, or transfer products, refrigerants, or mixes. · importance 4.2
• Weigh packages and adjust freezer air valves or switches on filler heads to obtain specified amounts of product in each container. · importance 4.0
• Correct machinery malfunctions by performing actions such as removing jams, and inform supervisors of malfunctions as necessary. · importance 4.0
• Inspect and flush lines with solutions or steam, and spray equipment with sterilizing solutions. · importance 4.0
• Load and position wrapping paper, sticks, bags, or cartons into dispensing machines. · importance 3.9
• Sample and test product characteristics such as specific gravity, acidity, and sugar content, using hydrometers, pH meters, or refractometers. · importance 3.9
• Start agitators to blend contents, or start beater, scraper, and expeller blades to mix contents with air and prevent sticking. · importance 3.8
• Assemble equipment, and attach pipes, fittings, or valves, using hand tools. · importance 3.8
• Place or position containers into equipment, and remove containers after completion of cooling or freezing processes. · importance 3.5

See all tasks on the Cooling and Freezing Equipment Operators and Tenders page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-8551,
  title  = {Stir material with spoons or paddles to mix ingredients or allow even cooling and prevent coagulation.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-8551}
}