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AI exposure report

Will AI replace Cooks, Private Household?

The core of your work stays human. For you, AI is mainly an amplifier.

Task exposure to today's AI

23/100

Low exposure

This is the occupation's typical task mix. Your own score can be up to 30 points higher or lower depending on how you work: routine share, people contact, judgment and how much you already use AI.

Get your personal score

Will AI replace Cooks, Private Household?

Not entirely. Today's AI tools can take on about 23% of the typical work in this occupation, mostly: plan menus according to employers' needs and diet restrictions. The parts that stay human include: Peel, wash, trim, and cook vegetables and meats, and bake breads and pastries.; Prepare meals in private homes according to employers' recipes or tastes, handling all meals for the family and possibly for other household staff.; Stock, organize, and clean kitchens and cooking utensils..

People who learn to use AI for the automatable parts keep the edge. The 3-phase plan below shows where to start.

Which tasks AI can take on

The largest tasks in this occupation, their share of the working week, and how much of each today's AI tools can do.

TaskAutomatable
Plan menus according to employers' needs and diet restrictions. 72%
Shop for or order food and kitchen supplies and equipment. 47%
Cool, package, label, and freeze foods for later consumption and provide instructions for reheating. 23%
Prepare meals in private homes according to employers' recipes or tastes, handling all meals for the family and possibly for other household staff. 10%
Peel, wash, trim, and cook vegetables and meats, and bake breads and pastries. 9%
Stock, organize, and clean kitchens and cooking utensils. 9%

+ 7 more tasks (22% of the week) in the full test.

Your human edge

  • Peel, wash, trim, and cook vegetables and meats, and bake breads and pastries.
  • Prepare meals in private homes according to employers' recipes or tastes, handling all meals for the family and possibly for other household staff.
  • Stock, organize, and clean kitchens and cooking utensils.

AI tools to try

ChatGPT / Claude for recipes, menus and costingInventory and ordering apps with forecastingScheduling apps

Related roles

A 3-phase AI learning plan

Phase 1

AI for planning

  • Menus, recipe scaling and allergen lists with AI, checked by you.
  • Food cost calculations.
  • Shift and prep schedules.

Project

Use AI to build a 4-week rotating family menu with scaled recipes, an allergen matrix and per-meal food costs, then verify every allergen line yourself before serving.

Phase 2

Less waste, better ordering

  • Use sales history to forecast demand.
  • Ordering and stock lists generated from forecasts.
  • Track what AI got wrong and adjust.

Project

Feed 8 weeks of your own meal and grocery records into AI to forecast next week's shopping list, then log over/under-buys weekly and cut food waste by 20%.

Phase 3

Grow toward running a kitchen

  • Costing and pricing with AI.
  • Supplier communication and documentation.
  • Training material for new staff.

Project

Use AI to cost and price a 10-dish private-event menu, draft supplier order emails and produce a 5-page prep and kitchen-standards guide for a new household cook.
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