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AI exposure Management

Will AI replace food service managers?

Food Service Managers. US occupation 11-9051.

0.0%

of the time food service managers spend on their work goes on tasks where AI is already being used to do that work.of food service managers' 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 service managersWhat food service managers no longer do alone

O*NET lists 28 tasks for food service managers. AI use at work shows up in 1 of them, though too little of the job's time goes on them to register in the exposure figure. Each score runs from 0.5, where every observed use helps a person with the task, to 1, where every use does the task outright.

  1. Investigate and resolve complaints regarding food quality, service, or accommodations.Core task mostly automated 1.00

What it does not touch, yetWhat still needs a human

27 of the 28 tasks show no AI use at work in the data.

  • Arrange for equipment maintenance and repairs, and coordinate a variety of services, such as waste removal and pest control.Core task
  • Assess staffing needs and recruit staff, using methods such as newspaper advertisements or attendance at job fairs.Core task
  • Coordinate assignments of cooking personnel to ensure economical use of food and timely preparation.Core task
  • Count money and make bank deposits.Core task
  • Establish standards for personnel performance and customer service.Core task
  • Estimate food, liquor, wine, and other beverage consumption to anticipate amounts to be purchased or requisitioned.Core task
Show the other 21
  • Keep records required by government agencies regarding sanitation or food subsidies.Core task
  • Maintain food and equipment inventories, and keep inventory records.Core task
  • Monitor budgets and payroll records, and review financial transactions to ensure that expenditures are authorized and budgeted.Core task
  • Monitor compliance with health and fire regulations regarding food preparation and serving, and building maintenance in lodging and dining facilities.Core task
  • Monitor food preparation methods, portion sizes, and garnishing and presentation of food to ensure that food is prepared and presented in an acceptable manner.Core task
  • Order and purchase equipment and supplies.Core task
  • Organize and direct worker training programs, resolve personnel problems, hire new staff, and evaluate employee performance in dining and lodging facilities.Core task
  • Perform some food preparation or service tasks, such as cooking, clearing tables, and serving food and drinks when necessary.Core task
  • Review work procedures and operational problems to determine ways to improve service, performance, or safety.Core task
  • Schedule and receive food and beverage deliveries, checking delivery contents to verify product quality and quantity.Core task
  • Schedule staff hours and assign duties.Core task
  • Test cooked food by tasting and smelling it to ensure palatability and flavor conformity.Core task
  • Create specialty dishes and develop recipes to be used in dining facilities.
  • Establish and enforce nutritional standards for dining establishments, based on accepted industry standards.
  • Greet guests, escort them to their seats, and present them with menus and wine lists.
  • Monitor employee and patron activities to ensure liquor regulations are obeyed.
  • Plan menus and food utilization, based on anticipated number of guests, nutritional value, palatability, popularity, and costs.
  • Record the number, type, and cost of items sold to determine which items may be unpopular or less profitable.
  • Review menus and analyze recipes to determine labor and overhead costs, and assign prices to menu items.
  • Schedule use of facilities or catering services for events such as banquets or receptions, and negotiate details of arrangements with clients.
  • Take dining reservations.

How that compares

Among the 35 management occupations, food service managers rank 31. The group averages 9.8%, and its most exposed job is Financial Managers at 39.1%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Level with 0.0%

  1. 346Food Preparation Workers 0.0%
  2. 346Food Scientists and Technologists 0.0%
  3. 346Food Servers, Nonrestaurant 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.