Somewhat Resilient
Last Update: 8/30/2026
AI Resilience Score for Cooks, Private Household:
46.5%
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
$47,940 median salary•5,000 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 7 sources.
This career is labeled "Somewhat Resilient" because AI is already changing a meaningful chunk of the work, specifically the planning and admin side, like menu creation, grocery ordering, allergen tracking, and budgeting, but the hands-on cooking itself remains very human. Robots that can cook at home are still early and expensive, and wealthy families who hire private cooks are paying record-high wages because they want someone with real culinary skill, cultural knowledge, and personal trust.
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This career is labeled "Somewhat Resilient" because AI is already changing a meaningful chunk of the work, specifically the planning and admin side, like menu creation, grocery ordering, allergen tracking, and budgeting, but the hands-on cooking itself remains very human. Robots that can cook at home are still early and expensive, and wealthy families who hire private cooks are paying record-high wages because they want someone with real culinary skill, cultural knowledge, and personal trust.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreAnalysis of Current AI Resilience
Cooks, Private Household
Updated Quarterly
How is AI changing Cooks, Private Household jobs?
Right now, most of what a private household cook does is being augmented by AI rather than replaced. Chefs are increasingly using AI as a helper for the "office" side of the job — the American Culinary Federation now offers a Specialized Certificate in "AI for the Modern Chef" covering prompting, workflow, personalization, food management, HR tools, and school-nutrition and personal-applications [1] for $195–$249. That maps directly onto the higher-automation tasks in this role (recordkeeping, menu planning, ordering).
Worldchefs' 2026 industry outlook notes that AI is accelerating across foodservice — appearing in menu engineering, forecasting, inventory management, training, and guest personalization — but stresses it "can't replicate human intuition, cultural sensitivity, or culinary artistry" [2]. The hands-on cooking tasks (peeling, sautéing, plating) are harder to automate, though early consumer robots are emerging: Posha's $1,500 countertop robot uses computer vision to watch food cook, stir, dispense spices, and cut active cooking time by about 70% [3], and CEDIA notes that true robot chefs "may still be in their infancy," with most robotic kitchen equipment still built for commercial use [4].
Sources
How fast is AI adoption growing for Cooks, Private Household?
Adoption in private homes will likely be uneven and slow for the cooking itself, but fast for planning and admin. Wealthy families hire private cooks specifically for personal attention, cultural knowledge, and trust — things a machine can't fake. In fact, a 2025/26 household-staff report finds wages for skilled private chefs are at record highs amid an "extreme shortage of specialized staff," especially those with rare skill combinations like celiac-safe or keto cooking [5], so employers pay premiums for humans.
On the other hand, cost pressures across foodservice are pushing employers toward AI helpers: a TD Bank survey of 253 franchise leaders found 54% cited a shrinking labor pool as their top 2026 concern, with 40% naming labor efficiency, training, and scheduling as the top areas AI could help [6]. If you're a young person thinking about this career, here's the hopeful takeaway: the tasty-food part, the personal-touch part, and the "reading the family's mood" part are still very human. Learning to use AI for meal planning, shopping lists, allergen tracking, and budgeting will make you more valuable, not less — you'll simply spend less time on paperwork and more time doing the creative cooking you love.
Sources
Will AI replace Cooks, Private Household?
Not entirely. We think AI will take over some tasks, but not the whole job.
Our 46.5% AI Resilience Score reflects that reality. The planning and admin side of this role is already shifting fast. Private cooks are using AI for menu engineering, allergen tracking, shopping lists, and inventory management, and the American Culinary Federation now offers a certificate specifically in AI for working chefs [1]. That paperwork shrinks. The cooking itself is a different story.
What stays human is the part that actually matters to the families hiring private cooks: personal attention, cultural knowledge, reading the room, and earning trust. Worldchefs notes that AI simply cannot replicate human intuition, cultural sensitivity, or culinary artistry [2]. Consumer cooking robots exist, but they remain early-stage and mostly built for commercial kitchens [4]. Wages for skilled private chefs are at record highs right now because of an extreme shortage of specialized staff [5], which tells you something real about demand for the human in the role.
The economic picture is tighter than the headlines suggest, so this is not a career to coast in. But a young cook who learns to use AI tools for the business side will spend more time on creative cooking and less on paperwork, which is a genuine advantage.
Sources
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Latest AI news for Cooks, Private Household
These articles highlight how AI is reshaping the culinary landscape, offering insights for aspiring private household cooks. Innovations like cooking robots from Nymble suggest that technology can enhance meal preparation, allowing cooks to focus on creativity and personalized service. Additionally, the experience of training robots through real cooking shows the value of skill-sharing and collaboration in this evolving field. Embracing AI can help future cooks adapt and thrive, ensuring they remain essential in a tech-enhanced kitchen.
I Got a Free Meal From a Private Chef—Who Filmed It All to Train Robots
www.wired.com • 7/30/2026
A German startup sent a camera-wearing chef to my apartment. In exchange for a free lunch, I let them record every chop and stir to train...
Thomas Cook India Targets 30% Domestic Growth via Network Expansion and AI Tools
www.sahi.com • 5/14/2026
Thomas Cook India CEO Vikram Lalvani has signaled a major push for 30% growth in the domestic travel segment, leveraging a hybrid model of...
Fed's Cook says AI triggering big changes, sees possible short-term unemployment rise
www.reuters.com • 2/24/2026
Artificial intelligence has triggered a generational shift in the U.S. labor market and could lead to a possible rise in the unemployment...
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...
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.
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
$47,940
Jobs (2025)
35,400
Growth (2025-35)
+5.1%
Annual Openings
5,000
Education
Postsecondary nondegree award
Experience
Less than 5 years
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
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
Specialize in preparing fancy dishes or food for special diets.
6
Stock, organize, and clean kitchens and cooking utensils.
7
Cool, package, label, and freeze foods for later consumption and provide instructions for reheating.
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.
