Chefs and Head Cooks

Chefs and Head Cooks score 26 out of 100, which is moderate exposure to AI. That ranks #572 of 923 US occupations, where #1 is the most exposed. Of the 21 tasks in this job, AI could speed up 2 on its own and 7 more with extra software built on top of it. In April–May 2026, 5 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

26/ 100

Moderate

Rank: #572of 923 jobs
US workers: 200,040BLS, May 2025
Median pay: $62,470a year
In real AI use: 5 of 21tasks, April–May 2026

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: 2 (10%)
AI can speed this up with extra software: 7 (33%)
Little or no AI speed-up: 12 (57%)

Analyze recipes to assign prices to menu items, based on food, labor, and overhead costs.AI can speed this up on its own · core task
Record production or operational data on specified forms.AI can speed this up on its own · core task · Seen in real AI use
Determine production schedules and staff requirements necessary to ensure timely delivery of services.AI can speed this up with extra software · core task
Determine how food should be presented and create decorative food displays.AI can speed this up with extra software · core task · Seen in real AI use
Recruit and hire staff, such as cooks and other kitchen workers.AI can speed this up with extra software · core task
Order or requisition food or other supplies needed to ensure efficient operation.AI can speed this up with extra software · core task
Coordinate planning, budgeting, or purchasing for all the food operations within establishments such as clubs, hotels, or restaurant chains.AI can speed this up with extra software · core task
Estimate amounts and costs of required supplies, such as food and ingredients.AI can speed this up with extra software · core task · Seen in real AI use
Collaborate with other personnel to plan and develop recipes or menus, taking into account such factors as seasonal availability of ingredients or the likely number of customers.AI can speed this up with extra software · core task · Seen in real AI use
Monitor sanitation practices to ensure that employees follow standards and regulations.Little or no AI speed-up · core task
Check the quality of raw or cooked food products to ensure that standards are met.Little or no AI speed-up · core task
Check the quantity and quality of received products.Little or no AI speed-up · core task
Supervise or coordinate activities of cooks or workers engaged in food preparation.Little or no AI speed-up · core task
Instruct cooks or other workers in the preparation, cooking, garnishing, or presentation of food.Little or no AI speed-up · core task
Prepare and cook foods of all types, either on a regular basis or for special guests or functions.Little or no AI speed-up · core task
Inspect supplies, equipment, or work areas to ensure conformance to established standards.Little or no AI speed-up · core task
Plan, direct, or supervise food preparation or cooking activities of multiple kitchens or restaurants in an establishment such as a restaurant chain, hospital, or hotel.Little or no AI speed-up · core task
Arrange for equipment purchases or repairs.Little or no AI speed-up · core task
Demonstrate new cooking techniques or equipment to staff.Little or no AI speed-up · core task
Meet with customers to discuss menus for special occasions, such as weddings, parties, or banquets.Little or no AI speed-up · core task · Seen in real AI use
Meet with sales representatives to negotiate prices or order supplies.Little or no AI speed-up · core task

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Questions about chefs and head cooks and AI

Will AI replace chefs and head cooks?

Unlikely. Most of the work is hard for today's AI to speed up. Chefs and Head Cooks score 26 out of 100 (moderate exposure), #572 of 923 US jobs. AI could speed up 9 of the job's 21 tasks, 2 of them on its own, while 12 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which chefs and head cooks tasks can AI do?

The most exposed tasks include "Analyze recipes to assign prices to menu items, based on food, labor, and overhead costs"; "Record production or operational data on specified forms".

Which chefs and head cooks tasks are hardest for AI?

Tasks with little or no AI speed-up include "Monitor sanitation practices to ensure that employees follow standards and regulations"; "Check the quality of raw or cooked food products to ensure that standards are met"; "Check the quantity and quality of received products".

Are people already using AI for this work?

Yes. In April–May 2026, 5 of the 21 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as chefs and head cooks, and what do they earn?

About 200,040 people in the US, with median pay of $62,470 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

Chefs and Head Cooks

Task by task

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Questions about chefs and head cooks and AI

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