Last Update: 2/17/2026
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
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.
What does this resilience result mean?
These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
They prepare and cook meals for families or individuals in their homes, making sure the food is tasty and meets dietary preferences.
This role is evolving
The career of a cook in private households is considered "Evolving" because while AI and robots are starting to automate some kitchen tasks, like chopping and frying, the role still heavily relies on human creativity and personal touch. Advanced technologies are mostly found in restaurants due to their high cost, and people often prefer the unique flavors and safety that human cooks provide.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is evolving
The career of a cook in private households is considered "Evolving" because while AI and robots are starting to automate some kitchen tasks, like chopping and frying, the role still heavily relies on human creativity and personal touch. Advanced technologies are mostly found in restaurants due to their high cost, and people often prefer the unique flavors and safety that human cooks provide.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
Microsoft's Working with AI
AI Applicability
Will Robots Take My Job
Automation Resilience
Medium Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Cooks, Private Household
Updated Quarterly • Last Update: 2/17/2026

What's changing and what's not
Today, most home cooking tasks still rely on people’s hands. There are high-tech kitchens under development – for instance, a Chinese company built a “robot chef” that can stir-fry or stew dishes, add seasonings, and even rinse itself when cooking [1]. But these systems are mostly in labs or restaurants, not in typical homes yet.
In practice, tasks like peeling and washing vegetables or trimming meat are mostly done by humans (O*NET lists “peel, wash, trim, and cook” as a core duty [2]). Some appliances already help: dishwashers clean up automatically, and smart ovens can follow precise cooking programs. Ordering and stocking food is becoming easier too – many people use online grocery services or voice assistants (e.g. Amazon’s shopping apps) to order supplies [3].
AI research also supports menu planning (there are apps that suggest recipes or diets), but planning menus that fit a family’s tastes and needs still needs a cook’s personal touch. Important creative tasks – like inventing new recipes or special-diet cooking – rely on human creativity and judgment [2]. In short, AI and robots can help with routine steps (even big kitchens use robots to flip burgers or stir fry), but home cooks still do most trimming, planning, and creative work.

AI in the real world
Wider use of AI in private-kitchen cooking will take time. One reason is cost: advanced cooking robots and smart kitchens are expensive prototypes, so they’re mainly used in big restaurants, not home kitchens yet. In restaurants, companies note robots can cut labor costs by about 30% and reduce waste [1], so there’s incentive there.
In homes, however, people often prefer a human touch on flavors and safety (no one wants a robot picking the wrong spice or dropping a pan!). Groceries and shopping are already “AI-augmented” – smart carts and apps guide purchases [3] – but hiring a robot chef is rare. Cultural and personal trust also matter: a family may value the personal care and creative flair a chef brings, which machines can’t fully replace.
Thus, while some tools (like menu apps or cooking gadgets) are adopted quickly, fully automated home cooks remain far off. The good news is that even as technology grows, human chefs’ skills (like creativity, flexibility, and care for dietary needs [2]) stay in high demand. Learning about AI can help future cooks use these new tools, making the job more interesting rather than obsolete.

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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
AI-generated estimates of task resilience over the next 3 years
Travel with employers to vacation homes to provide meal preparation at those locations.
Serve meals and snacks to employing families and their guests.
Direct the operation and organization of kitchens and all food-related activities, including the presentation and serving of food.
Create and explore new cuisines.
Specialize in preparing fancy dishes or food for special diets.
Plan menus according to employers' needs and diet restrictions.
Plan and prepare food for parties, holiday meals, luncheons, special functions, and other social events.
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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