Manage preparation of special meals or diets.

Manage preparation of special meals or diets. is a detailed work activity in O*NET — a concrete unit of work shared across 4 occupations and seen in 8 occupation-specific tasks. It rolls up into the broader work activity Direct organizational operations, activities, or procedures. in Guiding, Directing, and Motivating Subordinates .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 8 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 8 (100%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

The Anthropic Economic Index observes real AI use on 2 of these tasks, with a mean mapped-usage share of 0.025% per task.

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Prepare a major meal, following recipes and determining group food quantities. · Dietetic Technicians · importance 4.5 · direct LLM exposure
• Plan menus or diets or guide individuals or families in food selection, preparation, or menu planning, based upon nutritional needs and established guidelines. · Dietetic Technicians · importance 4.4 · exposure with tools
• Prepare or examine food trays for conformance to prescribed diet. · Licensed Practical and Licensed Vocational Nurses · importance 4.1 · exposure with tools
• Plan, prepare, and deliver meals to individuals with special dietary needs. · Fast Food and Counter Workers · importance 3.8 · exposure with tools
• Analyze menus or recipes, standardize recipes, or test new products. · Dietetic Technicians · importance 3.6 · exposure with tools
• Inspect meals served for conformance to prescribed diets and standards of palatability and appearance. · Dietitians and Nutritionists · importance 3.4 · exposure with tools
• Organize, develop, analyze, test, and prepare special meals, such as low-fat, low-cholesterol, or chemical-free meals. · Dietitians and Nutritionists · importance 3.2 · exposure with tools
• Coordinate recipe development and standardization and develop new menus for independent food service operations. · Dietitians and Nutritionists · importance 2.8 · exposure with tools

Occupations that perform this

• Dietetic Technicians
• Licensed Practical and Licensed Vocational Nurses
• Fast Food and Counter Workers
• Dietitians and Nutritionists

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-manage-preparation-of-special-meals-or-diets,
  title  = {Manage preparation of special meals or diets.},
  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/detailed-activities/manage-preparation-of-special-meals-or-diets}
}