Read work orders, recipes, or formulas to determine cooking times and temperatures, and ingredient specifications.

“Read work orders, recipes, or formulas to determine cooking times and temperatures, and ingredient specifications.” is a core task performed by Food Cooking Machine Operators and Tenders. Among the occupation's 17 rated tasks, workers place it 16th by importance (#2 most important). About 95% 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.

• Read documents or materials to inform work processes. in Getting Information

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E1. Direct exposure — a language model could plausibly cut the time to do this task by at least half.

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 1.00. Automation potential label: T3.

Other tasks in this occupation

• Clean, wash, and sterilize equipment and cooking area, using water hoses, cleaning or sterilizing solutions, or rinses. · importance 4.7
• Observe gauges, dials, and product characteristics, and adjust controls to maintain appropriate temperature, pressure, and flow of ingredients. · importance 4.6
• Measure or weigh ingredients, using scales or measuring containers. · importance 4.5
• Tend or operate and control equipment, such as kettles, cookers, vats and tanks, and boilers, to cook ingredients or prepare products for further processing. · importance 4.5
• Record production and test data, such as processing steps, temperature and steam readings, cooking time, batches processed, and test results. · importance 4.5
• Set temperature, pressure, and time controls, and start conveyers, machines, or pumps. · importance 4.4
• Activate agitators and paddles to mix or stir ingredients, stopping machines when ingredients are thoroughly mixed. · importance 4.4
• Remove cooked material or products from equipment. · importance 4.4
• Collect and examine product samples during production to test them for quality, color, content, consistency, viscosity, acidity, or specific gravity. · importance 4.3
• Operate auxiliary machines and equipment, such as grinders, canners, and molding presses, to prepare or further process products. · importance 4.3
• Pour, dump, or load prescribed quantities of ingredients or products into cooking equipment, manually or using a hoist. · importance 4.3
• Listen for malfunction alarms, and shut down equipment and notify supervisors when necessary. · importance 4.3
• Notify or signal other workers to operate equipment or when processing is complete. · importance 4.2
• Turn valves or start pumps to add ingredients or drain products from equipment and to transfer products for storage, cooling, or further processing. · importance 4.2

See all tasks on the Food Cooking Machine 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-4948,
  title  = {Read work orders, recipes, or formulas to determine cooking times and temperatures, and ingredient specifications.},
  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-4948}
}