Evolving

Last Update: 2/18/2026

Your role’s AI Resilience Score is

59.2%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium-high

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

Food Preparation Workers

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.

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Learn more about how you can thrive in this position

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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 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

86.2%

86.2%

Microsoft's Working with AI

AI Applicability

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Evolving iconEvolving

51.4%

51.4%

Anthropic's Economic Index

Stable iconStable

73.6%

73.6%

Will Robots Take My Job

Automation Resilience

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Changing fast iconChanging fast

21.0%

21.0%

Medium Demand

Labor Market Outlook

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

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Growth Rate (2024-34):

-3.4%

Growth Percentile:

14.9%

Annual Openings:

148,000

Annual Openings Pct:

92.2%

Analysis of Current AI Resilience

Food Preparation Workers

Updated Quarterly • Last Update: 2/18/2026

Analysis
Suggested Actions
State of Automation

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).

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AI Adoption

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.

Sources

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More Career Info

Career: Food Preparation Workers

Employment & Wage Data

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

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

60% ResilienceCore Task

Use manual or electric appliances to clean, peel, slice, and trim foods.

2

60% ResilienceSupplemental

Package take-out foods or serve food to customers.

3

60% ResilienceSupplemental

Cut, slice or grind meat, poultry, and seafood to prepare for cooking.

4

55% ResilienceCore Task

Mix ingredients for green salads, molded fruit salads, vegetable salads, and pasta salads.

5

55% ResilienceSupplemental

Add cutlery, napkins, food, and other items to trays on assembly lines in hospitals, cafeterias, airline kitchens, and similar establishments.

6

50% ResilienceCore Task

Carry food supplies, equipment, and utensils to and from storage and work areas.

7

50% ResilienceCore Task

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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