AI exposure score

Food Service Managers

Food Service Managers score 42 out of 100, which is elevated exposure to AI. That ranks #398 of 923 US occupations, where #1 is the most exposed. Of the 28 tasks in this job, AI could speed up 2 on its own and 20 more with extra software built on top of it. In April–May 2026, 6 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

42/ 100

Elevated

Rank: #398of 923 jobs
US workers: 238,430BLS, May 2025
Median pay: $69,390a year
In real AI use: 6 of 28tasks, April–May 2026

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Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

AI can speed this up on its own: 2 (7%)
AI can speed this up with extra software: 20 (71%)
Little or no AI speed-up: 6 (21%)

Keep records required by government agencies regarding sanitation or food subsidies.AI can speed this up on its own · core task
Create specialty dishes and develop recipes to be used in dining facilities.AI can speed this up on its own · supplemental task · Seen in real AI use
Investigate and resolve complaints regarding food quality, service, or accommodations.AI can speed this up with extra software · core task
Maintain food and equipment inventories, and keep inventory records.AI can speed this up with extra software · core task
Schedule and receive food and beverage deliveries, checking delivery contents to verify product quality and quantity.AI can speed this up with extra software · core task
Coordinate assignments of cooking personnel to ensure economical use of food and timely preparation.AI can speed this up with extra software · core task
Monitor compliance with health and fire regulations regarding food preparation and serving, and building maintenance in lodging and dining facilities.AI can speed this up with extra software · core task
Establish standards for personnel performance and customer service.AI can speed this up with extra software · core task
Schedule staff hours and assign duties.AI can speed this up with extra software · core task · Seen in real AI use
Arrange for equipment maintenance and repairs, and coordinate a variety of services, such as waste removal and pest control.AI can speed this up with extra software · core task
Review menus and analyze recipes to determine labor and overhead costs, and assign prices to menu items.AI can speed this up with extra software · core task
Organize and direct worker training programs, resolve personnel problems, hire new staff, and evaluate employee performance in dining and lodging facilities.AI can speed this up with extra software · core task
Review work procedures and operational problems to determine ways to improve service, performance, or safety.AI can speed this up with extra software · core task · Seen in real AI use
Assess staffing needs and recruit staff, using methods such as newspaper advertisements or attendance at job fairs.AI can speed this up with extra software · core task · Seen in real AI use
Order and purchase equipment and supplies.AI can speed this up with extra software · core task
Record the number, type, and cost of items sold to determine which items may be unpopular or less profitable.AI can speed this up with extra software · core task
Monitor budgets and payroll records, and review financial transactions to ensure that expenditures are authorized and budgeted.AI can speed this up with extra software · supplemental task
Estimate food, liquor, wine, and other beverage consumption to anticipate amounts to be purchased or requisitioned.AI can speed this up with extra software · supplemental task
Schedule use of facilities or catering services for events such as banquets or receptions, and negotiate details of arrangements with clients.AI can speed this up with extra software · supplemental task · Seen in real AI use
Take dining reservations.AI can speed this up with extra software · supplemental task
Plan menus and food utilization, based on anticipated number of guests, nutritional value, palatability, popularity, and costs.AI can speed this up with extra software · supplemental task
Establish and enforce nutritional standards for dining establishments, based on accepted industry standards.AI can speed this up with extra software · supplemental 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.Little or no AI speed-up · core task
Count money and make bank deposits.Little or no AI speed-up · core task
Perform some food preparation or service tasks, such as cooking, clearing tables, and serving food and drinks when necessary.Little or no AI speed-up · core task
Greet guests, escort them to their seats, and present them with menus and wine lists.Little or no AI speed-up · core task · Seen in real AI use
Test cooked food by tasting and smelling it to ensure palatability and flavor conformity.Little or no AI speed-up · core task
Monitor employee and patron activities to ensure liquor regulations are obeyed.Little or no AI speed-up · supplemental task

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Questions about food service managers and AI

Will AI replace food service managers?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Food Service Managers score 42 out of 100 (elevated exposure), #398 of 923 US jobs. AI could speed up 22 of the job's 28 tasks, 2 of them on its own, while 6 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which food service managers tasks can AI do?

The most exposed tasks include "Keep records required by government agencies regarding sanitation or food subsidies"; "Create specialty dishes and develop recipes to be used in dining facilities".

Which food service managers tasks are hardest for AI?

Tasks with little or no AI speed-up include "Monitor food preparation methods, portion sizes, and garnishing and presentation of food to ensure that food is prepared and presented in an acceptable manner"; "Count money and make bank deposits"; "Perform some food preparation or service tasks, such as cooking, clearing tables, and serving food and drinks when necessary".

Are people already using AI for this work?

Yes. In April–May 2026, 6 of the 28 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as food service managers, and what do they earn?

About 238,430 people in the US, with median pay of $69,390 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.