Mostly Resilient

Last Update: 10/7/2026

AI Resilience Score for Nonrestaurant Food Server:

50.5%

Median Score

Meaningful human contribution

Med

Long-term employer demand

High

Sustained economic opportunity

Low

Our confidence in this score:
Medium

Methodology and Scoring Rationale

To score how resilient nonrestaurant food service 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 nonrestaurant food servers, seven of eight sources had data, with Anthropic missing. AI exposure sources were split: our AI Resilience Model rated the work highly human, while Will Robots Take My Job rated it low and Microsoft and OpenAI Signals landed in the middle, keeping confidence at medium. Strong hiring demand helped, but low pay and mobility scores pulled the overall rating to "Mostly Resilient."

AI Resilience Report forFood Servers, Nonrestaurant

$35,360 median salary•48,800 annual openings•SOC Code: 35-3041.00

Food Servers, Nonrestaurant are somewhat more resilient to AI impacts than most occupations, according to our analysis of 7 sources.

Food servers in nonrestaurant settings (like hospitals, schools, and cafeterias) are holding up well because the most human parts of the job, such as comforting a nervous patient, checking special diet trays, or helping someone get settled with their meal, are genuinely hard for machines to replicate. AI is stepping in mostly to handle behind-the-scenes tasks like tracking trays, managing delivery routes, and powering self-checkout kiosks, which actually helps workers focus more on the caring, personal side of their role.

Learn more about how you can thrive in this position

This role is mostly resilient

Food servers in nonrestaurant settings (like hospitals, schools, and cafeterias) are holding up well because the most human parts of the job, such as comforting a nervous patient, checking special diet trays, or helping someone get settled with their meal, are genuinely hard for machines to replicate. AI is stepping in mostly to handle behind-the-scenes tasks like tracking trays, managing delivery routes, and powering self-checkout kiosks, which actually helps workers focus more on the caring, personal side of their role.

Read full analysis

Analysis of current AI resilience

Nonrestaurant Food Server

Updated quarterly

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Latest AI news for Nonrestaurant Food Server

These articles highlight the potential impact of AI on "Food Servers, Nonrestaurant" careers, emphasizing the importance of adaptability. For instance, the analysis from www.replacedbai.com indicates a 70/100 AI replacement risk in food service, suggesting that while some tasks may be automated, others will remain in demand. Additionally, jobzonerisk.com notes that tasks like tray assembly and meal delivery are already seeing robotic intervention. Students can build resilience by focusing on skills that technology can't easily replicate, ensuring they remain valuable in an evolving job market.

More Career Info

Career: Food Servers, Nonrestaurant

They serve food and drinks in places like hospitals, schools, or office buildings, making sure everyone gets what they ordered and is happy with their meal.

Employment & Wage Data

Median Wage

$35,360

Jobs (2025)

296,300

Growth (2025-35)

+4.5%

Annual Openings

48,800

Education

No formal educational credential

Experience

None

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

Task-Level AI Resilience Scores

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

1

88% ResilienceCore Task

Determine where patients or patrons would like to eat their meals and help them get situated.

2

85% ResilienceCore Task

Carry food, silverware, or linen on trays or use carts to carry trays.

3

82% ResilienceCore Task

Monitor food distribution, ensuring that meals are delivered to the correct recipients and that guidelines, such as those for special diets, are followed.

4

81% ResilienceCore Task

Remove trays and stack dishes for return to kitchen after meals are finished.

5

80% ResilienceCore Task

Stock service stations with items, such as ice, napkins, or straws.

6

78% ResilienceCore Task

Clean or sterilize dishes, kitchen utensils, equipment, or facilities.

7

75% ResilienceCore Task

Prepare food items, such as sandwiches, salads, soups, or beverages.

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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