Mostly Resilient

Last Update: 10/7/2026

AI Resilience Score for Food Prep & Serving Worker:

56.9%

Median Score

Meaningful human contribution

High

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:
Low

Methodology and Scoring Rationale

To score how resilient food preparation and serving work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For food prep and serving workers, only three of the eight sources had data, which is why confidence is low. The AI Resilience Model rated AI exposure as High (meaning the work stays human), and the BLS Opportunity Score showed medium demand. Weak pay signals from Wage Bill pulled the economic score down, landing this role at "Mostly Resilient."

AI Resilience Report forFood Preparation and Serving Related Workers, All Other

$35,840 median salary•11,800 annual openings•SOC Code: 35-9099.00

Food Preparation and Serving Related Workers, All Other are somewhat more resilient to AI impacts than most occupations, according to our analysis of 3 sources.

Food preparation and serving jobs are holding up well because the heart of this work, things like genuine warmth, hospitality, teamwork, and handling unexpected situations, are skills that AI simply cannot replicate. Robots and AI tools are stepping in to handle the repetitive, physically demanding, or hard-to-fill tasks (like sorting orders by complexity or managing inventory), but that is actually freeing up human workers to focus on the parts of the job that matter most to customers.

Learn more about how you can thrive in this position

This role is mostly resilient

Food preparation and serving jobs are holding up well because the heart of this work, things like genuine warmth, hospitality, teamwork, and handling unexpected situations, are skills that AI simply cannot replicate. Robots and AI tools are stepping in to handle the repetitive, physically demanding, or hard-to-fill tasks (like sorting orders by complexity or managing inventory), but that is actually freeing up human workers to focus on the parts of the job that matter most to customers.

Read full analysis

Analysis of current AI resilience

Food Prep & Serving Worker

Updated quarterly

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Latest AI news for Food Prep & Serving Worker

These articles highlight the evolving role of AI in the food service industry, emphasizing both challenges and opportunities for "Food Preparation and Serving Related Workers, All Other." For instance, one article notes a 25% exposure to AI tasks, indicating that while some routine jobs may be affected, many roles still require essential human skills. Another article discusses how AI can enhance efficiency, allowing workers to focus on customer service and creativity. This suggests that students can develop skills that complement AI, ensuring their resilience and relevance in the workforce.

More Career Info

Career: 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.

Employment & Wage Data

Median Wage

$35,840

Jobs (2025)

85,100

Growth (2025-35)

+5.5%

Annual Openings

11,800

Education

No formal educational credential

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

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