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AI exposure Food preparation and serving

Will AI replace food servers?

Food Servers, Nonrestaurant. US occupation 35-3041.

0.0%

of the time food servers spend on their work goes on tasks where AI is already being used to do that work.of food servers' working hours go on tasks AI has already started taking off their plate.

Ranked 346 of 756 US occupations. No AI use seen in the work yet, along with 410 other occupations.No handover started yet, along with 410 other occupations.

Average US job 7.7%

Among the least exposed jobs there are.Still waiting for liberation.

What AI already does for food serversWhat food servers no longer do alone

O*NET lists 14 tasks for food servers. None of them shows meaningful AI use at work yet.

What it does not touch, yetWhat still needs a human

14 of the 14 tasks show no AI use at work in the data.

  • Carry food, silverware, or linen on trays or use carts to carry trays.Core task
  • Clean or sterilize dishes, kitchen utensils, equipment, or facilities.Core task
  • Determine where patients or patrons would like to eat their meals and help them get situated.Core task
  • Examine trays to ensure that they contain required items.Core task
  • Load trays with accessories, such as eating utensils, napkins, or condiments.Core task
  • Monitor food distribution, ensuring that meals are delivered to the correct recipients and that guidelines, such as those for special diets, are followed.Core task
Show the other 8
  • Monitor food preparation or serving techniques to ensure that proper procedures are followed.Core task
  • Place food servings on plates or trays according to orders or instructions.Core task
  • Prepare food items, such as sandwiches, salads, soups, or beverages.Core task
  • Record amounts and types of special food items served to customers.Core task
  • Remove trays and stack dishes for return to kitchen after meals are finished.Core task
  • Stock service stations with items, such as ice, napkins, or straws.Core task
  • Take food orders and relay orders to kitchens or serving counters so they can be filled.Core task
  • Total checks, present them to customers, and accept payment for services.

How that compares

Among the 15 food preparation and serving occupations, food servers rank 14. The group averages 0.9%, and its most exposed job is Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop at 7.3%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Level with 0.0%

  1. 346Food Cooking Machine Operators and Tenders 0.0%
  2. 346Food Preparation Workers 0.0%
  3. 346Food Scientists and Technologists 0.0%

What this does and does not mean

Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.

A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.

Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.