Stable

Last Update: 2/17/2026

Your role’s AI Resilience Score is

70.7%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Low

What does this resilience result mean?

These roles are expected to remain steady over time, with AI supporting rather than replacing the core work.

AI Resilience Report for

Food Preparation and Serving Related Workers, All Other

They prepare and serve food, keep dining areas clean, and assist in kitchens to ensure meals are ready and enjoyable for customers.

This role is stable

A career in food preparation and serving is considered "Stable" because even though some basic tasks like ordering and simple cooking are being automated, the human touch is still essential. Creative tasks like inventing recipes and providing friendly service require skills that machines can't replicate.

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Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
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Analysis
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This role is stable

A career in food preparation and serving is considered "Stable" because even though some basic tasks like ordering and simple cooking are being automated, the human touch is still essential. Creative tasks like inventing recipes and providing friendly service require skills that machines can't replicate.

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

70.6%

70.6%

High 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):

6.4%

Growth Percentile:

83.4%

Annual Openings:

14,600

Annual Openings Pct:

62.5%

Analysis of Current AI Resilience

Food Prep & Serving Worker

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Today’s restaurants already use some smart machines, but humans still run most kitchens. For example, many places now let customers order on touchscreens or apps [1], and companies like Miso Robotics use robots (it’s called “Flippy”) to flip burgers and cook fries [1] [1]. Some eateries even have little robots that bring dishes to your table [1].

These robots help make food the same every time and cope with worker shortages [1] [1]. At the same time, tests of AI ordering (like voice menus) sometimes give wrong orders in funny ways [2]. Experts note that machines still struggle with tricky tasks like special requests and need people to watch over them [3] [4].

In short, machines are already doing some basic jobs (ordering, simple cooking, delivery) [1] [1], but creative tasks like inventing recipes or adding a personal touch still need real cooks and servers.

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AI Adoption

AI in the real world

Whether restaurants add more AI bits depends on many things. One reason to adopt fast is rising costs and too few workers [3] [1] – a robot never gets tired or needs breaks. Owners see AI as a way to save money and speed up service [3] [1].

But high-tech machines can be expensive and hard to fit into small kitchens [3], and early trials (like McDonald’s AI drive-thru) had glitches [2]. Research even shows adding ordering kiosks didn’t cut staff numbers much [5], though it changed how work is done. People also care about the human side of food: chefs worry AI might remove the “human touch” from cooking [6].

Overall, AI will likely grow slowly. Humans will still be needed for teamwork, creativity and friendly service – skills machines aren’t good at [4] [6]. Technology may handle routine tasks, but cooks and servers with passion will still be valuable.

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More Career Info

Career: Food Preparation and Serving Related Workers, All Other

Employment & Wage Data

Median Wage

$34,830

Jobs (2024)

90,500

Growth (2024-34)

+6.4%

Annual Openings

14,600

Education

No formal educational credential

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

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