Somewhat Resilient
Last Update: 6/19/2026
AI Resilience Score for Cooks, Private Household:
42.4%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
AI Resilience Report forCooks, Private Household
$44,530 median salary•5,300 annual openings•SOC Code: 35-2013.00
Cooks, Private Household are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.
Private household cooking is labeled "Somewhat Resilient" because while AI is genuinely changing parts of the job, the hands-on, sensory, and relationship-driven core of the work remains very human. Tasks like menu planning, grocery ordering, and customizing meals for dietary needs are already being handled faster with AI tools, so cooks who learn to use these tools will have a real edge over those who don't.
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Private household cooking is labeled "Somewhat Resilient" because while AI is genuinely changing parts of the job, the hands-on, sensory, and relationship-driven core of the work remains very human. Tasks like menu planning, grocery ordering, and customizing meals for dietary needs are already being handled faster with AI tools, so cooks who learn to use these tools will have a real edge over those who don't.
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Cooks, Private Household
Updated Quarterly
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.
Sources
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.
Sources
Will AI replace Cooks, Private Household?
Not entirely. We think AI will take over some tasks, but not the whole job.
Our 42.4% AI Resilience Score reflects real pressure on this career, but it also shows meaningful room for humans to stay central. Right now, AI is reshaping the easier, digital side of the work: drafting menus around allergies, managing grocery orders, and tracking nutrition. The American Culinary Federation even offers a certificate in AI for culinary arts [2], which tells you that smart cooks are already learning to use these tools rather than fear them.
The hands-on parts are a much harder problem for AI to crack. Full robotic kitchen systems like Moley's X-AiR cost around $105,000 [3], putting them out of reach for most households. Private clients hire a cook for the human experience: the flavor instincts, the plating, the relationship with the family. That is not something a menu generator can replicate.
The economic picture is the real caution here. Earning potential and career flexibility score low in our data, so this is not a path to easy financial security. That said, the private chef services market is expanding [4], and cooks who treat AI as a planning tool will be more competitive. The job changes; it does not disappear.
Sources
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Latest AI news for Cooks, Private Household
These articles offer valuable insights for future cooks in private households. The exploration of household air pollution highlights the importance of safe cooking methods, while AI advancements in kitchens demonstrate how technology can assist in meal preparation. For instance, Raghav Gupta’s cooking robots show that AI can help create healthier meal options, enhancing efficiency. Embracing these technologies can lead to a more resilient career, as AI continues to reshape cooking practices and improve home meal experiences.
Facing questions on AI strategy, Tim Cook says Apple is 'very open' to acquisitions
www.cnbc.com • 7/31/2025
"The way that we look at AI is that it's one of the most profound technologies of our lifetime" Cook said. "It will affect all devices in a...
Global, regional, and national burden of household air pollution, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021
www.thelancet.com • 3/18/2025
Despite a substantial reduction in the use of solid fuels for cooking worldwide, exposure to household air pollution (HAP) remains a leading...
The Impact of AI on the Labour Market
institute.global • 11/8/2024
We estimate that full and effective adoption of AI by UK firms could save almost a quarter of private-sector workforce time – equivalent to the annual output...
How AI Is Taking Over Our Kitchens
www.forbes.com • 7/16/2024
Raghav Gupta is CEO at Nymble, where he's transforming how the world eats healthy by building cooking robots for home.
What's for dinner? We asked ChatGPT to help and put AI technology to the test
www.goodmorningamerica.com • 3/27/2023
How I used ChatGPT artificial intelligence to create an easy dinner recipe and what it was like step-by-step to cook it at home.
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.
Parent Careers
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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
Travel with employers to vacation homes to provide meal preparation at those locations.
2
Prepare meals in private homes according to employers' recipes or tastes, handling all meals for the family and possibly for other household staff.
3
Peel, wash, trim, and cook vegetables and meats, and bake breads and pastries.
4
Serve meals and snacks to employing families and their guests.
5
Stock, organize, and clean kitchens and cooking utensils.
6
Specialize in preparing fancy dishes or food for special diets.
7
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.
