Last Update: 2/18/2026
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 help prepare ingredients by chopping vegetables, measuring ingredients, and following recipes to ensure meals are ready for cooking in restaurants or cafeterias.
This role is evolving
The career of Food Preparation Workers is labeled as "Evolving" because technology, like robots and smart machines, is starting to be used for tasks such as flipping burgers and assembling pizzas. While these machines are mostly in testing and not yet widespread, they show how some tasks in food prep are starting to change.
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 Food Preparation Workers is labeled as "Evolving" because technology, like robots and smart machines, is starting to be used for tasks such as flipping burgers and assembling pizzas. While these machines are mostly in testing and not yet widespread, they show how some tasks in food prep are starting to change.
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
Anthropic's Economic Index
AI Resilience
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
Food Preparation Workers
Updated Quarterly • Last Update: 2/18/2026

What's changing and what's not
Food prep work still relies mostly on people today. For example, the U.S. Bureau of Labor Statistics notes that Food Preparation Workers typically “weigh or measure ingredients”, “mix ingredients for salads”, and “take and record the temperature of food and … storage areas” [1]. In recent years some of those tasks have seen early robotic versions.
Companies like Miso Robotics built a machine called Flippy that can flip burgers and chicken wings, and there are automated pizza machines (e.g. PicnicWorks, Piestro, Stellar Pizza) that assemble and box pizzas [2] [3]. Salad-serving robots also exist: Sweetgreen plans outlets that largely automate salad-making (using tech from startup Spyce) [2], and researchers even taught a robot to chop and mix simple salads by watching cooking videos [4]. However, most of these machines are still in testing or special factories.
In everyday diners and cafeterias, humans still do these core tasks (often aided by simple machines like slicers or mixers).

AI in the real world
Restaurants are interested in AI mainly because they face a big worker shortage and rising labor costs. For instance, about 75% of restaurant operators report staffing shortages [2]. This labor crunch has pushed chains to experiment with robots and smart machines.
But the high price and complexity of kitchen robots slow how fast they spread: experts note it may be years before automation “pays off” [2] [2]. Sweetgreen’s CEO has even said its salad robot will let him run stores with fewer workers [2]. On the other hand, many industry leaders stress that robots can free staff from the most repetitive chores, so people can focus on creative cooking and helping customers.
In fact, the Bureau of Labor Statistics projects food prep jobs will only dip slightly (about –3%) in the next decade [1]. That suggests people will still be needed for food prep even as some tasks change.

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Median Wage
$34,220
Jobs (2024)
902,700
Growth (2024-34)
-3.4%
Annual Openings
148,000
Education
No formal educational credential
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Use manual or electric appliances to clean, peel, slice, and trim foods.
Package take-out foods or serve food to customers.
Cut, slice or grind meat, poultry, and seafood to prepare for cooking.
Mix ingredients for green salads, molded fruit salads, vegetable salads, and pasta salads.
Add cutlery, napkins, food, and other items to trays on assembly lines in hospitals, cafeterias, airline kitchens, and similar establishments.
Carry food supplies, equipment, and utensils to and from storage and work areas.
Stir and strain soups and sauces.
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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