Somewhat Resilient

Last Update: 5/19/2026

Your role’s AI Resilience Score is

42.7%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:
Medium

Contributing sources

AI Resilience Report forCooks, Private Household

Cooks, Private Household are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.

Private household cooking earns a "Somewhat Resilient" label because the job is split between tasks AI is already changing and tasks that remain deeply human. The planning and shopping side — like building menus around dietary needs or ordering groceries — is being reshaped quickly by AI tools, meaning cooks who don't adapt to these digital helpers may fall behind.

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This role is somewhat resilient

Private household cooking earns a "Somewhat Resilient" label because the job is split between tasks AI is already changing and tasks that remain deeply human. The planning and shopping side — like building menus around dietary needs or ordering groceries — is being reshaped quickly by AI tools, meaning cooks who don't adapt to these digital helpers may fall behind.

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Analysis of Current AI Resilience

Cooks, Private Household

Updated Quarterly • Last Update: 5/14/2026

Analysis
Suggested Actions
State of Automation

How is AI changing Cooks, Private Household jobs?

Right now, AI is mostly augmenting private household cooks rather than replacing them. The biggest gains are happening on the planning and shopping side of the job. Generative AI tools can quickly draft menus and recipes around allergies, calorie goals, or family preferences — AI creates recipes that cater to dietary restrictions, and modern kitchen gadgets are getting smarter through generative AI.

Grocery shopping is also being reshaped, with major chains rolling out agentic and generative AI tools for shoppers and back-end operations [1], making ordering supplies faster for a private cook. The American Culinary Federation now even offers a Specialized Certificate in "AI for the Modern Chef" [2] that covers key concepts within AI for culinary arts, including prompting, workflow, creativity, ethics, personalization, food management, HR tools, advanced operations, education, entrepreneurship, and professional development. Physical cooking is much harder to automate.

CES 2026 debuted devices like the Wan AIChef Ultra, but reviewers note this is still a microwave-based system, not a robotic chef chopping, stirring, or sautéing for you, and full robot kitchens like Moley's X-AiR cost around $105,000 [3] — far beyond what most households would consider.

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AI Adoption

How fast is AI adoption growing for Cooks, Private Household?

Adoption in private homes is likely to be slow for hands-on cooking but quick for digital chores. Hardware is expensive, kitchens vary wildly, and chopping, plating, and tasting still need human judgment. Meanwhile, U.S. restaurants are warming up to automation overall — reported planning to adopt automation and robotics for food preparation in their kitchens — but private clients hire chefs partly for the human touch.

Demand is actually rising: the U.S. personal and private chef services market is expanding at around five percent annually through the end of the decade [4], with wealthy families wanting bespoke, in-home experiences that AI can't fully replicate. The takeaway for young people curious about this career: the creative, sensory, and relationship parts of cooking — flavor, plating, conversation with the family — remain very human. Learning to use AI tools as a sous-chef for menus, shopping, and nutrition will likely make you more hireable, not less.

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More Career Info

Career: Cooks, Private Household

They prepare and cook meals for families or individuals in their homes, making sure the food is tasty and meets dietary preferences.

Employment & Wage Data

Median Wage

$44,530

Jobs (2024)

34,200

Growth (2024-34)

+5.1%

Annual Openings

5,300

Education

Postsecondary nondegree award

Experience

Less than 5 years

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

98% ResilienceSupplemental

Travel with employers to vacation homes to provide meal preparation at those locations.

2

97% ResilienceCore Task

Prepare meals in private homes according to employers' recipes or tastes, handling all meals for the family and possibly for other household staff.

3

96% ResilienceCore Task

Peel, wash, trim, and cook vegetables and meats, and bake breads and pastries.

4

96% ResilienceSupplemental

Serve meals and snacks to employing families and their guests.

5

95% ResilienceCore Task

Stock, organize, and clean kitchens and cooking utensils.

6

94% ResilienceCore Task

Specialize in preparing fancy dishes or food for special diets.

7

92% ResilienceCore Task

Create and explore new cuisines.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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