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How a chef / head cook can use AI, task by task

O*NET 35-1011.00: Chefs and Head CooksMedian pay $62,470/year (BLS, May 2025)21 tasksJob Zone 3: Medium preparation

Direct and may participate in the preparation, seasoning, and cooking of salads, soups, fish, meats, vegetables, desserts, or other foods. May plan and price menu items, order supplies, and keep records and accounts.

Type your own title and every prompt on this page updates to match. Also called: Banquet Chef, Chef, Cook, Executive Chef (Ex Chef), Executive Pastry Chef, Executive Sous Chef, Food and Beverage Director, Head Cook, Kitchen Manager, Sous Chef.

Where AI fits in this job

AI-ready 16%AI-assist 35%Stays human 49%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 4 AI-ready, 8 AI-assist and 9 human-led tasks out of 21. 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. Instruct cooks or other workers in the preparation, cooking, garnishing, or presentation of food.Train & teach · Several times a day
  2. Order or requisition food or other supplies needed to ensure efficient operation.Handle the admin · Daily
  3. Estimate amounts and costs of required supplies, such as food and ingredients.Plan & schedule · Daily

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

  1. Monitor sanitation practices to ensure that employees follow standards and regulations.Lead people · Several times a day
  2. Supervise or coordinate activities of cooks or workers engaged in food preparation.Lead people · Several times a day
  3. Inspect supplies, equipment, or work areas to ensure conformance to established standards.Watch & inspect · Daily

🔒 Many of these tasks involve people's information. Remove names and identifying details before using AI, or use only a tool your employer has approved.

AI can draft these 4

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

Determine how food should be presented and create decorative food displays.

Daily

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 chef / head cook. Part of my job is to determine how food should be presented and create decorative food displays.

Context: We use Facebook and SoftCafe MenuPro; the work draws on food production, production and processing and personnel and human resources.
Concept: [dish idea, cuisine, occasion]
Requirements: [dietary needs, cost per portion, equipment]

Give me 5 recipe ideas, then a full recipe for the best one with quantities, method, yield and allergen notes.

10-minute exercise: Develop a new recipe

Step 1Pick a real example: the next time you determine how food should be (today).
Step 2Fill in [Concept] and [Requirements] with the real details, then run the prompt.
Step 3Recheck allergens and costing before it goes on the menu.

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

Importance 3.8/5 · core task · O*NET work activity: Create new recipes or food presentations..

Record production or operational data on specified forms.

Daily

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

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 chef / head cook. Part of my job is to record production or operational data on specified forms.

Context: We use Microsoft Word and SoftCafe MenuPro.
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 record production or operational data (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 3.5/5 · core task · O*NET work activity: Record operational or production data..

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.

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 22% 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 chef / head cook. Part of my job is to 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.

Context: We use Facebook and SoftCafe MenuPro; the work draws on food production, production and processing and personnel and human resources.
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 collaborate with other personnel to plan and develop recipes (this week). Leave out names and identifying details.
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.

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

Importance 3.4/5 · core task · O*NET work activity: Plan menu options..

Arrange for equipment purchases or repairs.

Monthly

AI drafts the plan, schedule or checklist for you to adjust.

Show prompt & steps

Describe the goal, the people and the constraints, and AI drafts the plan, schedule or checklist. You adjust it to what you know about real life on the ground.

Ready-to-use prompt

I work as a chef / head cook. Part of my job is to arrange for equipment purchases or repairs.

Context: We use ADP eTIME and Sage MAS 90 ERP; the work draws on food production, production and processing and personnel and human resources.
Equipment: [list]
Issues: [breakdowns, service intervals]

Draft a maintenance and repair schedule. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Kitchen equipment maintenance plan

Step 1Pick a real example: the next time you arrange for equipment purchases or repairs.
Step 2Fill in [Equipment] and [Issues] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 3.5/5 · core task · O*NET work activity: Schedule equipment maintenance..

AI can help you prep these 8

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

Instruct cooks or other workers in the preparation, cooking, garnishing, or presentation of food.

Several times a day

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 chef / head cook. Part of my job is to instruct cooks or other workers in the preparation, cooking, garnishing, or presentation of food.

Context: We use Microsoft PowerPoint; the work draws on food production, production and processing and personnel and human resources.
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 instruct cooks or other workers.
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 4.6/5 · core task · O*NET work activity: Train food preparation or food service personnel..

Order or requisition food or other supplies needed to ensure efficient operation.

Daily

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 chef / head cook. Part of my job is to order or requisition food or other supplies needed to ensure efficient operation.

Context: We use Sage MAS 90 ERP and ADP eTIME.
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 order or requisition food or other supplies (today).
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 4.4/5 · core task · O*NET work activity: Order materials, supplies, or equipment..

Estimate amounts and costs of required supplies, such as food and ingredients.

Daily

AI lays out options and timelines to react to.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 43% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a chef / head cook. Part of my job is to estimate amounts and costs of required supplies, such as food and ingredients.

Context: We use ADP eTIME and Sage MAS 90 ERP; the work draws on food production, production and processing and personnel and human resources.
Event or menu: [covers, dishes]
Recipes: [yields]

Estimate ingredients, costs and staff hours. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Food prep estimate

Step 1Pick a real example: the next time you estimate amounts and costs of required supplies (today).
Step 2Fill in [Event or menu] and [Recipes] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections. Recompute every total yourself.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

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

Importance 4.3/5 · core task · O*NET work activity: Estimate supplies, ingredients, or staff requirements for food preparation activities..

Meet with customers to discuss menus for special occasions, such as weddings, parties, or banquets.

Weekly

AI builds you an answer bank; exceptions and the human touch are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 40% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as a chef / head cook. Part of my job is to meet with customers to discuss menus for special occasions, such as weddings, parties, or banquets.

Context: The work draws on food production, production and processing and personnel and human resources.
Situation: [event menu, complaint]
Options: [what we can do]

Write how to discuss and resolve. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Customer satisfaction conversation

Step 1Pick a real example: the next time you meet with customers (this week). Leave out names and identifying details.
Step 2Fill in [Situation] and [Options] with the real details, then run the prompt.
Step 3Save the answers you'd actually use and tweak each one the first time you send it.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 3.6/5 · core task · O*NET work activity: Communicate with customers to resolve complaints or ensure satisfaction.. Also involves: Plan special events..

Analyze recipes to assign prices to menu items, based on food, labor, and overhead costs.

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 chef / head cook. Part of my job is to analyze recipes to assign prices to menu items, based on food, labor, and overhead costs.

Context: We use GNOME Gnutrition and Axxya Systems Nutritionist Pro; the work draws on food production, production and processing and personnel and human resources.
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 analyze recipes (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 4.0/5 · core task · O*NET work activity: Determine prices for menu items..

Demonstrate new cooking techniques or equipment to staff.

Weekly

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 chef / head cook. Part of my job is to demonstrate new cooking techniques or equipment to staff.

Context: We use Microsoft PowerPoint; the work draws on food production, production and processing and personnel and human resources.
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 demonstrate new cooking techniques or equipment (this week).
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 3.5/5 · core task · O*NET work activity: Train food preparation or food service personnel..

Meet with sales representatives to negotiate prices or order supplies.

Monthly

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 chef / head cook. Part of my job is to meet with sales representatives to negotiate prices or order supplies.

Context: We use Sage MAS 90 ERP and ADP eTIME.
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 meet with sales representatives.
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. Recompute every total yourself.

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

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

Importance 3.5/5 · core task · O*NET work activity: Order materials, supplies, or equipment..

Recruit and hire staff, such as cooks and other kitchen workers.

Monthly

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 chef / head cook. Part of my job is to recruit and hire staff, such as cooks and other kitchen workers.

Context: We use Sage MAS 90 ERP and ADP eTIME.
Tasks: [recruiting, programs]
Deadlines: [describe]

Organize a checklist and templates. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: HR task organizer

Step 1Pick a real example: the next time you recruit and hire staff.
Step 2Fill in [Tasks] and [Deadlines] 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 3.6/5 · core task · O*NET work activity: Perform human resources activities..

These stay human 9

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 · Frequency of decisions: every day · Contact with others: constant contact with others

Monitor sanitation practices to ensure that employees follow standards and regulations.

Several times a day

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 chef / head cook. Part of my job is to monitor sanitation practices to ensure that employees follow standards and regulations.

Context: The work draws on food production, production and processing and personnel and human resources.
Area: [workplace, venue]
Rules: [policies, regulations]

List what to watch, how to correct people respectfully, and what to record. Give me the key message in 2 sentences, how people might react, and how to respond to each.

10-minute exercise: Compliance walk-round

Step 1Pick a real example: the next time you monitor sanitation practices to ensure. Leave out names and identifying details.
Step 2Fill in [Area] and [Rules] with the real details, then run the prompt.
Step 3Note one correction and how it landed. Confirm the rules against the current official source.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.9/5 · core task · O*NET work activity: Monitor activities of individuals to ensure safety or compliance with rules..

Supervise or coordinate activities of cooks or workers engaged in food preparation.

Several times a day

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 chef / head cook. Part of my job is to supervise or coordinate activities of cooks or workers engaged in food preparation.

Context: The work draws on food production, production and processing and personnel and human resources.
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 supervise or coordinate activities of cooks or workers.
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 4.5/5 · core task · O*NET work activity: Coordinate activities of food service staff..

Inspect supplies, equipment, or work areas to ensure conformance to established standards.

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 chef / head cook. Part of my job is to inspect supplies, equipment, or work areas to ensure conformance to established standards.

Context: The work draws on food production, production and processing and personnel and human resources.
What I inspect: [kitchen, equipment, licences, supplies]
Standards: [health code, company standards]

Make a checklist with good/bad examples 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: Standards inspection

Step 1Pick a real example: the next time you inspect supplies and equipment (today).
Step 2Fill in [What I inspect] and [Standards] with the real details, then run the prompt.
Step 3Fix the first item it helps you find.

Importance 4.3/5 · core task · O*NET work activity: Inspect facilities, equipment or supplies to ensure conformance to standards..

Check the quality of raw or cooked food products to ensure that standards are met.

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 chef / head cook. Part of my job is to check the quality of raw or cooked food products to ensure that standards are met.

Context: The work draws on food production, production and processing and personnel and human resources.
Products: [deliveries, cooked dishes]
Standards: [temperature, appearance, freshness]

Make a receiving and quality checklist with rejection rules. 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 quality check

Step 1Pick a real example: the next time you check the quality of raw or cooked food products (today).
Step 2Fill in [Products] and [Standards] 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 · core task · O*NET work activity: Check quality of foods or supplies..

Check the quantity and quality of received products.

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 chef / head cook. Part of my job is to check the quantity and quality of received products.

Context: The work draws on food production, production and processing and personnel and human resources.
Products: [deliveries, cooked dishes]
Standards: [temperature, appearance, freshness]

Make a receiving and quality checklist with rejection rules. 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 quality check

Step 1Pick a real example: the next time you check the quantity and quality of received products (today).
Step 2Fill in [Products] and [Standards] 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 · core task · O*NET work activity: Check quality of foods or supplies..

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.

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 chef / head cook. Part of my job is to 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.

Context: The work draws on food production, production and processing and personnel and human resources.
Kitchens: [describe]
Service: [timing]

Plan a production timeline and staff briefing. Give me the key message in 2 sentences, how people might react, and how to respond to each.

10-minute exercise: Coordinating food production timing

Step 1Pick a real example: the next time you plan, direct, or supervise food preparation or cooking activities of multiple kitchens (today).
Step 2Fill in [Kitchens] and [Service] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 3.9/5 · core task · O*NET work activity: Coordinate timing of food production activities.. Also involves: Manage food service operations or parts of operations..

Determine production schedules and staff requirements necessary to ensure timely delivery of services.

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 chef / head cook. Part of my job is to determine production schedules and staff requirements necessary to ensure timely delivery of services.

Context: The work draws on food production, production and processing and personnel and human resources.
Kitchens: [describe]
Service: [timing]

Plan a production timeline and staff briefing. Give me the key message in 2 sentences, how people might react, and how to respond to each.

10-minute exercise: Coordinating food production timing

Step 1Pick a real example: the next time you determine production schedules and staff requirements necessary (today).
Step 2Fill in [Kitchens] and [Service] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 3.8/5 · core task · O*NET work activity: Coordinate timing of food production activities..

Prepare and cook foods of all types, either on a regular basis or for special guests or functions.

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 chef / head cook. Part of my job is to prepare and cook foods of all types, either on a regular basis or for special guests or functions.

Context: The work draws on food production, production and processing and personnel and human resources.
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 prepare and cook foods of all types and either (this week). Leave out names and identifying details.
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 3.8/5 · core task · O*NET work activity: Cook foods..

Coordinate planning, budgeting, or purchasing for all the food operations within establishments such as clubs, hotels, or restaurant chains.

Monthly

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 chef / head cook. Part of my job is to coordinate planning, budgeting, or purchasing for all the food operations within establishments such as clubs, hotels, or restaurant chains.

Context: The work draws on food production, production and processing and personnel and human resources.
Operation: [kitchen, cafeteria]
Issue: [budget, purchasing]

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: Managing food operations

Step 1Pick a real example: the next time you coordinate planning.
Step 2Fill in [Operation] and [Issue] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 4.0/5 · core task · O*NET work activity: Manage food service operations or parts of operations..

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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.

  • Critical Thinkingimportance 3.8/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Monitoringimportance 4.0/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Active Listeningimportance 3.6/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Coordinationimportance 4.1/5
    Used in: Guiding, Directing, and Motivating Subordinates

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 3.6/5
    Used in: Training and Teaching Others
  • Management of Personnel Resourcesimportance 3.9/5
    Used in: Training and Teaching Others
  • Reading Comprehensionimportance 3.5/5
    Used in: Training and Teaching Others
  • Active Learningimportance 3.4/5
    Used in: Training and Teaching Others

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

Associate's degree is most common (54% of workers)

  • High school or less 12%
  • Certificate or some college 25%
  • Associate's 54%
  • Bachelor's 8%
  • On-the-job training: up to 1 month
  • Related experience: 2–4 years

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.

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