Train workers in food preparation, and in service, sanitation, and safety procedures.

“Train workers in food preparation, and in service, sanitation, and safety procedures.” is a core task performed by First-Line Supervisors of Food Preparation and Serving Workers. Among the occupation's 26 rated tasks, workers place it 19th by importance (#8 most important). About 89% 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.

• Train others on operational or work procedures. in Training and Teaching Others

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: T1.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 13% of that use is work-related
• Most common interaction: learning
• Average autonomy of the AI: 3.7 (1–5; higher = more autonomous)
• 99% of interactions still needed a human in the loop

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Working with AI vs. handing it off

Of the AI conversations mapped to this task, the split between people working alongside AI and people delegating the task to it.

How people interact with AI on this task

Other tasks in this occupation

• Compile and balance cash receipts at the end of the day or shift. · importance 4.5
• Forecast staff, equipment, and supply requirements, based on a master menu. · importance 4.4
• Assess nutritional needs of patients, plan special menus, supervise the assembly of regular and special diet trays, and oversee the delivery of food trolleys to hospital patients. · importance 4.3
• Perform personnel actions, such as hiring and firing staff, providing employee orientation and training, and conducting supervisory activities, such as creating work schedules or organizing employee time sheets. · importance 4.2
• Record production, operational, and personnel data on specified forms. · importance 4.2
• Resolve customer complaints regarding food service. · importance 4.2
• Estimate ingredients and supplies required to prepare a recipe. · importance 4.2
• Assign duties, responsibilities, and work stations to employees in accordance with work requirements. · importance 4.1
• Present bills and accept payments. · importance 4.1
• Perform food preparation and serving duties, such as carving meat, preparing flambe dishes, or serving wine and liquor. · importance 4.1
• Purchase or requisition supplies and equipment needed to ensure quality and timely delivery of services. · importance 4.1
• Perform various financial activities, such as cash handling, deposit preparation, and payroll. · importance 4.0
• Supervise and participate in kitchen and dining area cleaning activities. · importance 4.0
• Control inventories of food, equipment, smallware, and liquor, and report shortages to designated personnel. · importance 4.0

See all tasks on the First-Line Supervisors of Food Preparation and Serving Workers 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
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

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

@misc{singulariki-task-2146,
  title  = {Train workers in food preparation, and in service, sanitation, and safety procedures.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-2146}
}