Will AI replace Cooks, All Other?

No. We don't think AI will replace Cooks, All Other, though we do expect the job to change. Our 56.6% AI Resilience Score reflects a job that is holding up better than most, and the reasons are pretty straightforward. Most AI in food service right now handles marketing, scheduling, and paperwork, not the actual cooking. Robotic systems have made inroads in high-volume institutional kitchens, with companies like Chef Robotics surpassing 100 million servings , but food itself is notoriously hard to automate. Its unpredictable textures and proportions trip up robots regularly, and several well-funded startups have already failed trying to crack it. Restaurant tech leaders are also cautious: at a recent industry show, executives from Popmenu and Toast both noted that AI cannot replace the core parts of restaurant operations , and most edge AI pilots struggle to move past the testing phase . What stays human is a lot: judgment, creativity, hospitality, and hands-on skill. The economic picture is less rosy, with wages and career flexibility scoring lower on our scorecard, so this is not a path to easy money. The smart move is learning to use AI as a tool. The American Culinary Federation now offers training specifically on AI for culinary professionals , which is a good sign that the industry sees cooks working alongside AI, not being replaced by it.

How is AI changing Cooks, All Other jobs?

The good news for cooks is that AI has been slower to replace the hands-on parts of cooking than many people feared. A 2026 industry survey from the National Restaurant Association found that 26% of restaurant operators say they are using AI-related tools at their restaurants, with marketing as the top area (19% of full-service and 15% of limited-service operators) and only about 6% using AI for customer orders. In other words, most AI in food service is handling paperwork, marketing, and scheduling — not chopping onions. Where automation is reaching the kitchen, it's mostly in high-volume settings that fit the "Cooks, All Other" category — like institutional and catering kitchens. Chef Robotics recently passed 100 million servings , and the company now serves enterprise customers like Amy's Kitchen and Chef Bombay, works with one of the largest school lunch providers in the country, and plans to expand into ghost kitchens, airline catering, stadiums, and prisons. Meanwhile, The Food Institute describes AI acting as a "kitchen manager" that prioritizes orders by complexity and cook time, augmenting rather than replacing human staff. On the augmentation side, the American Culinary Federation now offers a Specialized Certificate in "AI for the Modern Chef" 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 — a sign that chefs are being trained to work with AI, not compete against it.

How fast is AI adoption growing for Cooks, All Other?

Adoption is happening, but slowly and unevenly. Cost pressure and labor shortages push operators toward automation, yet the U.S. Bureau of Labor Statistics still projects cook employment will grow 5% from 2024 to 2034 , faster than average, with about 432,200 openings per year. Restaurant tech leaders themselves are pumping the brakes: at the 2026 National Restaurant Association Show, Popmenu CEO Brendan Sweeney warned that the cost of AI tokens required to operate coding services can exceed the salaries of the workers the technology purports to replace, and Toast's Kelly Esten added that AI can't replace the core parts of restaurant operations. A SmartBrief recap of the same show noted that most restaurant and retail edge AI initiatives struggle to move beyond pilot programs because each location is treated as a separate environment. Physical food is also just plain hard to automate — Chef Robotics' CEO admits the "inherent nature of food," a slippery and malleable product without predictable proportions, makes it difficult for robots to handle, and startups like Zume and Chowbotics have already failed trying. The takeaway for young cooks: creativity, judgment, hospitality, and hands-on skill still matter a lot. Learning to use AI as a helper — for prep lists, menu ideas, or ordering — is likely a much smarter bet than worrying about being replaced by a robot arm any time soon.

Mostly Resilient

Last Update: 10/7/2026

AI Resilience Score for Cooks, All Other:

56.6%

Median Score

Meaningful human contribution

High

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:

Low-medium

AI Resilience Report forCooks, All Other

$37,690 median salary•2,800 annual openings•SOC Code: 35-2019.00

Cooks, All Other are somewhat more resilient to AI impacts than most occupations, according to our analysis of 4 sources.

Cooking is labeled "Mostly Resilient" because the hands-on, physical nature of food preparation is genuinely hard for robots and AI to master, as even leading robotics companies admit that food's unpredictable textures and shapes make automation a serious challenge. Most AI in food service right now is handling things like marketing, scheduling, and paperwork rather than replacing cooks at the stove, and the Bureau of Labor Statistics still projects cook jobs to grow 5% from 2024 to 2034 with over 432,000 openings per year.

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This role is mostly resilient

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Analysis of current AI resilience

Cooks, All Other

Updated quarterly

Your move

How can Cooks, All Other prepare for AI?

Earn the American Culinary Federation's AI for the Modern Chef certificate.

The ACF now offers a Specialized Certificate in "AI for the Modern Chef" that covers prompting, workflow, food management, HR tools, and even entrepreneurship. Look into this program now so you understand exactly how chefs are being trained to work alongside AI rather than compete with it.

Practice using AI as a kitchen helper for real tasks like prep lists and menu planning.

The analysis notes that AI in food service is mostly handling paperwork, scheduling, and marketing rather than cooking itself. Start experimenting with AI tools to generate prep lists, brainstorm seasonal menu ideas, or draft ordering schedules so you build habits that match how the industry is actually using this technology.

Study the high-volume kitchens where automation is growing fastest.

Chef Robotics has passed 100 million servings and is expanding into school lunches, airline catering, stadiums, and ghost kitchens. If you want to work in institutional or catering settings, visit or intern at large-scale operations so you understand how robotic tools like these fit into a kitchen workflow and where human judgment is still required.

Develop strong hands-on skills in handling fresh, unpredictable ingredients.

Chef Robotics' own CEO admits that the "inherent nature of food" (slippery, malleable, without predictable proportions) makes it genuinely hard for robots to handle. Startups like Zume and Chowbotics have already failed trying. The more you practice working with real, variable ingredients, the more valuable you become in exactly the situations where automation still struggles.

Follow the business side of restaurant technology so you understand its real limits.

At the 2026 National Restaurant Association Show, Popmenu CEO Brendan Sweeney pointed out that the cost of AI tokens can actually exceed the salaries of workers the technology is meant to replace. Reading industry sources like Restaurant Dive and SmartBrief will help you understand why most AI pilots stall and why creativity, hospitality, and human judgment remain the core of this career.

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Latest AI news for Cooks, All Other

Students interested in "Cooks, All Other" careers should consider the insights from recent articles highlighting the resilience of culinary jobs against AI. For instance, a report shows chefs are among the least likely to be replaced by AI, emphasizing the value of human creativity and skill in the kitchen. Additionally, adaptability is noted as essential for job security, encouraging aspiring cooks to embrace continuous learning and innovation. These factors suggest a promising future where cooks can thrive alongside advancing technology.

Will AI replace chefs and head cooks? - AI Job Risk Calculator

aijobimpactcalculator.com • 9/20/2026

The direct answer: AI is changing chef work at task level, not eliminating the occupation outright. ILO 2025 places chefs and head cooks in the low generative- ... Read more