Evolving

Last Update: 2/17/2026

Your role’s AI Resilience Score is

51.2%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Low-medium

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

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.

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 analysis

Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
More

Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
More

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 analysis

Contributing 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

Learn about this score
Stable iconStable

90.6%

90.6%

Microsoft's Working with AI

AI Applicability

Learn about this score
Changing fast iconChanging fast

21.2%

21.2%

Will Robots Take My Job

Automation Resilience

Learn about this score
Evolving iconEvolving

35.2%

35.2%

Medium Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

Learn about this score

Growth Rate (2024-34):

5.1%

Growth Percentile:

74.0%

Annual Openings:

5,300

Annual Openings Pct:

40.8%

Analysis of Current AI Resilience

Cooks, Private Household

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

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.

Reveal More
AI Adoption

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.

Reveal More
Career Village Logo

Help us improve this report.

Tell us if this analysis feels accurate or we missed something.

Share your feedback

Your Career Starts Here

Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Career Village Logo

Ask a pro on CareerVillage.org. Free career advice from more than 200,000 professionals.

More Career Info

Career: Cooks, Private Household

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

85% ResilienceSupplemental

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

2

80% ResilienceSupplemental

Serve meals and snacks to employing families and their guests.

3

75% ResilienceSupplemental

Direct the operation and organization of kitchens and all food-related activities, including the presentation and serving of food.

4

70% ResilienceCore Task

Create and explore new cuisines.

5

65% ResilienceCore Task

Specialize in preparing fancy dishes or food for special diets.

6

60% ResilienceCore Task

Plan menus according to employers' needs and diet restrictions.

7

60% ResilienceSupplemental

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.

AI Career Coach

© 2026 CareerVillage.org. All rights reserved.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

Built with ❤️ by Sandbox Web

The AI Resilience Report is governed by CareerVillage.org’s Privacy Policy and Terms of Service. This site is not affiliated with Anthropic, Microsoft, or any other data provider and doesn't necessarily represent their viewpoints. This site is being actively updated, and may sometimes contain errors or require improvement in wording or data. To report an error or request a change, please contact air@careervillage.org.