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How a cook (institution and cafeteria) can use AI, task by task

O*NET 35-2012.00: Cooks, Institution and CafeteriaMedian pay $37,450/year (BLS, May 2025)17 tasksJob Zone 2: Some preparation

Prepare and cook large quantities of food for institutions, such as schools, hospitals, or cafeterias.

Type your own title and every prompt on this page updates to match. Also called: Cafeteria Cook, Cook, Dietary Cook, Dinner Cook, Food Service Specialist, Food Service Worker, Prep Cook (Preparatory Cook), School Cook, Sous Chef.

Where AI fits in this job

AI-ready 9%AI-assist 15%Stays human 77%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 2 AI-ready, 4 AI-assist and 11 human-led tasks out of 17. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

  1. Compile and maintain records of food use and expenditures.Write it up · Daily
  2. Take inventory of supplies and equipment.Handle the admin · Weekly
  3. Requisition food supplies, kitchen equipment, and appliances, based on estimates of future needs.Handle the admin · Weekly

AI can draft these 2

AI produces a usable first pass. You review it, fix it and own it.

Compile and maintain records of food use and expenditures.

Daily

AI writes the first draft from your notes; you check every fact.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 77% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a cook (institution and cafeteria). Part of my job is to compile and maintain records of food use and expenditures.

Context: We use Microsoft Word.
Operation: [kitchen, production line, security desk]
Data to record: [quantities, times, readings, items issued]

Design a log format and draft today's entries from my notes. Mark gaps with [CHECK]. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Production log entry

Step 1Pick a real example: the next time you compile and maintain records of food use and expenditures (today).
Step 2Fill in [Operation] and [Data to record] with the real details, then run the prompt.
Step 3Check entries against counts or readings before signing.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.3/5 · O*NET work activity: Record operational or production data..

Plan menus that are varied, nutritionally balanced, and appetizing, taking advantage of foods in season and local availability.

Weekly

AI generates ideas and first drafts to choose from.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 39% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI is a brainstorming partner and first-draft machine for copy, concepts and variations. Your taste and judgment pick the winner.

Ready-to-use prompt

I work as a cook (institution and cafeteria). Part of my job is to plan menus that are varied, nutritionally balanced, and appetizing, taking advantage of foods in season and local availability.

Context: The work draws on food production, production and processing and mathematics.
Service: [restaurant, cafeteria, event]
Constraints: [budget, dietary needs, season, equipment, staff]

Draft a menu cycle with variety, costing notes and prep load balanced across stations. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Menu planning

Step 1Pick a real example: the next time you plan menus (this week).
Step 2Fill in [Service] and [Constraints] with the real details, then run the prompt.
Step 3Review with your team for workload and stock.

Check the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 4.3/5 · O*NET work activity: Plan menu options..

AI can help you prep these 4

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Take inventory of supplies and equipment.

Weekly

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a cook (institution and cafeteria). Part of my job is to take inventory of supplies and equipment.

Context: We use Meals Plus and Microsoft Excel.
Inventory: [food, smallwares, liquor]
Par levels: [targets]

Make a count sheet and reorder flags. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Food and equipment inventory

Step 1Pick a real example: the next time you take inventory of supplies and equipment (this week).
Step 2Fill in [Inventory] and [Par levels] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 4.2/5 · core task · O*NET work activity: Maintain food, beverage, or equipment inventories..

Requisition food supplies, kitchen equipment, and appliances, based on estimates of future needs.

Weekly

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a cook (institution and cafeteria). Part of my job is to requisition food supplies, kitchen equipment, and appliances, based on estimates of future needs.

Context: We use Meals Plus and Microsoft Excel.
What I need: [parts, lab supplies, materials]
Stock and usage: [current levels, how fast we use them]
Suppliers: [who we buy from]

Make an order list with quantities, a reorder-point table and a requisition template. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Ordering supplies

Step 1Pick a real example: the next time you requisition food supplies, kitchen equipment and appliances (this week).
Step 2Fill in [What I need], [Stock and usage] and [Suppliers] with the real details, then run the prompt.
Step 3Check part numbers and approvals before placing the order.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 4.2/5 · core task · O*NET work activity: Order materials, supplies, or equipment..

Train new employees.

Monthly

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a cook (institution and cafeteria). Part of my job is to train new employees.

Context: The work draws on food production, production and processing and mathematics.
Skill: [recipe, plating, policy]
Staff: [describe]

Plan a demonstration and practice. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Kitchen or service training

Step 1Pick a real example: the next time you train new employees. Leave out names and identifying details.
Step 2Fill in [Skill] and [Staff] with the real details, then run the prompt.
Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 4.2/5 · core task · O*NET work activity: Train food preparation or food service personnel..

Determine meal prices, based on calculations of ingredient prices.

Weekly

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a cook (institution and cafeteria). Part of my job is to determine meal prices, based on calculations of ingredient prices.

Context: We use GNOME Gnutrition and Microsoft Excel; the work draws on food production, production and processing and mathematics.
Dish: [recipe and portions]
Costs: [ingredient prices, labour, overhead %]
Target food cost %: [e.g. 30%]

Calculate cost per portion and suggested price, with a spreadsheet layout. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Menu pricing

Step 1Pick a real example: the next time you determine meal prices and based (this week).
Step 2Fill in [Dish], [Costs] and [Target food cost %] with the real details, then run the prompt.
Step 3Rebuild the sheet and price the rest of the section. Recompute every total yourself.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.7/5 · O*NET work activity: Determine prices for menu items..

These stay human 11

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: every day · Standing: continually or almost continually · Contact with others: constant contact with others · Using hands on tools and objects: more than half the time

Monitor and record food temperatures to ensure food safety.

Several times a day

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a cook (institution and cafeteria). Part of my job is to monitor and record food temperatures to ensure food safety.

Context: The work draws on food production, production and processing and mathematics.
Operation: [kitchen, cafeteria, service area]
Rules: [food safety, temperatures, service standards]

Make a shift checklist: temperatures to log, hygiene points, service checks, and corrective actions. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Food service procedures check

Step 1Pick a real example: the next time you monitor and record food temperatures.
Step 2Fill in [Operation] and [Rules] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.7/5 · core task · O*NET work activity: Monitor food services operations to ensure procedures are followed.. Also involves: Inspect facilities, equipment or supplies to ensure conformance to standards.; Record operational or production data..

Clean and inspect galley equipment, kitchen appliances, and work areas to ensure cleanliness and functional operation.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a cook (institution and cafeteria). Part of my job is to clean and inspect galley equipment, kitchen appliances, and work areas to ensure cleanliness and functional operation.

Context: The work draws on food production, production and processing and mathematics.
Kitchen: [equipment, areas]
Standards: [health code]

Make a daily, weekly and monthly cleaning schedule with sign-offs. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Kitchen cleaning schedule

Step 1Pick a real example: the next time you clean and inspect galley equipment and kitchen appliances (today).
Step 2Fill in [Kitchen] and [Standards] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.6/5 · core task · O*NET work activity: Clean food preparation areas, facilities, or equipment.. Also involves: Inspect facilities, equipment or supplies to ensure conformance to standards..

Cook foodstuffs according to menus, special dietary or nutritional restrictions, or numbers of portions to be served.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a cook (institution and cafeteria). Part of my job is to cook foodstuffs according to menus, special dietary or nutritional restrictions, or numbers of portions to be served.

Context: The work draws on food production, production and processing and mathematics.
Dish or order: [describe]
Covers and timing: [quantity, service time]

List method, timing, temperatures and plating. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Cooking prep

Step 1Pick a real example: the next time you cook foodstuffs (today).
Step 2Fill in [Dish or order] and [Covers and timing] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.7/5 · core task · O*NET work activity: Cook foods..

Rotate and store food supplies.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a cook (institution and cafeteria). Part of my job is to rotate and store food supplies.

Context: The work draws on food production, production and processing and mathematics.
Items: [food, supplies]
Storage: [areas, rules]

List rotation (FIFO) and storage steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Stock rotation

Step 1Pick a real example: the next time you rotate and store food supplies (today).
Step 2Fill in [Items] and [Storage] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.6/5 · core task · O*NET work activity: Move equipment, supplies or food to required locations.. Also involves: Store supplies or goods in kitchens or storage areas.; Maintain food, beverage, or equipment inventories..

Wash pots, pans, dishes, utensils, or other cooking equipment.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a cook (institution and cafeteria). Part of my job is to wash pots, pans, dishes, utensils, or other cooking equipment.

Context: The work draws on food production, production and processing and mathematics.
Station: [machine, sinks]
Rules: [sanitizing, temperatures]

List setup, washing order and checks. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Dishwashing routine

Step 1Pick a real example: the next time you wash pots, pans and dishes (today).
Step 2Fill in [Station] and [Rules] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.6/5 · core task · O*NET work activity: Clean tableware..

Clean, cut, and cook meat, fish, or poultry.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a cook (institution and cafeteria). Part of my job is to clean, cut, and cook meat, fish, or poultry.

Context: The work draws on food production, production and processing and mathematics.
Food: [meat, fish, vegetables]
Cuts needed: [service, recipes]

List cutting sequence, yields, knife safety and hygiene. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Knife work prep

Step 1Pick a real example: the next time you clean, cut, and cook meat, fish and poultry (today).
Step 2Fill in [Food] and [Cuts needed] with the real details, then run the prompt.
Step 3Check temperatures and cross-contamination rules for raw proteins.

Importance 4.5/5 · core task · O*NET work activity: Cut cooked or raw foods.. Also involves: Prepare foods for cooking or serving..

Apportion and serve food to facility residents, employees, or patrons.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a cook (institution and cafeteria). Part of my job is to apportion and serve food to facility residents, employees, or patrons.

Context: The work draws on food production, production and processing and mathematics.
Service: [counter, tables, institution meal]
Rules: [order accuracy, temperatures, allergens]

Make a service sequence with accuracy checks and allergen handling steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Service flow

Step 1Pick a real example: the next time you apportion and serve food (today). Leave out names and identifying details.
Step 2Fill in [Service] and [Rules] with the real details, then run the prompt.
Step 3Check allergen steps against your food safety policy.

Importance 4.6/5 · core task · O*NET work activity: Serve food or beverages..

Direct activities of one or more workers who assist in preparing and serving meals.

Daily

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a cook (institution and cafeteria). Part of my job is to direct activities of one or more workers who assist in preparing and serving meals.

Context: The work draws on food production, production and processing and mathematics.
Kitchen: [describe]
Shift goal: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Coordinating kitchen staff

Step 1Pick a real example: the next time you direct activities of one or more workers who assist (today).
Step 2Fill in [Kitchen] and [Shift goal] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 4.4/5 · core task · O*NET work activity: Coordinate activities of food service staff..

Monitor use of government food commodities to ensure that proper procedures are followed.

Daily

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a cook (institution and cafeteria). Part of my job is to monitor use of government food commodities to ensure that proper procedures are followed.

Context: The work draws on food production, production and processing and mathematics.
Operation: [kitchen, cafeteria, service area]
Rules: [food safety, temperatures, service standards]

Make a shift checklist: temperatures to log, hygiene points, service checks, and corrective actions. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Food service procedures check

Step 1Pick a real example: the next time you monitor use of government food commodities (today).
Step 2Fill in [Operation] and [Rules] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.4/5 · O*NET work activity: Monitor food services operations to ensure procedures are followed..

Monitor menus and spending to ensure that meals are prepared economically.

Daily

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a cook (institution and cafeteria). Part of my job is to monitor menus and spending to ensure that meals are prepared economically.

Context: The work draws on food production, production and processing and mathematics.
Operation: [kitchen, cafeteria, service area]
Rules: [food safety, temperatures, service standards]

Make a shift checklist: temperatures to log, hygiene points, service checks, and corrective actions. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Food service procedures check

Step 1Pick a real example: the next time you monitor menus and spending (today).
Step 2Fill in [Operation] and [Rules] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.3/5 · O*NET work activity: Monitor food services operations to ensure procedures are followed..

Bake breads, rolls, or other pastries.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a cook (institution and cafeteria). Part of my job is to bake breads, rolls, or other pastries.

Context: The work draws on food production, production and processing and mathematics.
Product: [bread, rolls, pastry]
Batch: [size]

List mixing, proofing and baking steps with times and temperatures. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Dough and baking prep

Step 1Pick a real example: the next time you bake breads and rolls (this week).
Step 2Fill in [Product] and [Batch] with the real details, then run the prompt.
Step 3Check dough temperature and proof by touch.

Importance 3.8/5 · core task · O*NET work activity: Prepare breads or doughs..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Monitoringimportance 3.1/5
    Used in: Monitoring Processes, Materials, or Surroundings
  • Active Listeningimportance 3.0/5
    Used in: Monitoring Processes, Materials, or Surroundings
  • Critical Thinkingimportance 3.0/5
    Used in: Monitoring Processes, Materials, or Surroundings
  • Operations Monitoringimportance 3.1/5
    Used in: Monitoring Processes, Materials, or Surroundings

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Judgment and Decision Makingimportance 3.1/5
    Used in: Monitoring and Controlling Resources
  • Management of Personnel Resourcesimportance 3.0/5
    Used in: Monitoring and Controlling Resources
  • Complex Problem Solvingimportance 3.0/5
    Used in: Monitoring and Controlling Resources
  • Writingimportance 2.8/5
    Used in: Documenting/Recording Information

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

Getting into this job

High school diploma is most common (71% of workers)

  • High school or less 73%
  • Certificate or some college 20%
  • Bachelor's 7%
  • On-the-job training: up to 1 month
  • Related experience: 1–3 months

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Microsoft ExcelMicrosoft Word