AI exposure Food preparation and serving
Will AI replace bartenders?
Bartenders. US occupation 35-3011.
The reading
0.0%
of the time bartenders spend on their work goes on tasks where AI is already being used to do that work.of bartenders' 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.
Per cent of working time Square-law scale
Average US job 7.7%
Among the least exposed jobs there are.Still waiting for liberation.
What AI already does for bartendersWhat bartenders no longer do alone
O*NET lists 20 tasks for bartenders. None of them shows meaningful AI use at work yet.
What it does not touch, yetWhat still needs a human
20 of the 20 tasks show no AI use at work in the data.
- Arrange bottles and glasses to make attractive displays.Core task
- Ask customers who become loud and obnoxious to leave, or physically remove them.Core task
- Attempt to limit problems and liability related to customers' excessive drinking by taking steps such as persuading customers to stop drinking, or ordering taxis or other transportation for intoxicated patrons.Core task
- Balance cash receipts.Core task
- Check identification of customers to verify age requirements for purchase of alcohol.Core task
- Clean bars, work areas, and tables.Core task
Show the other 14
- Clean glasses, utensils, and bar equipment.Core task
- Collect money for drinks served.Core task
- Create drink recipes.Core task
- Mix ingredients, such as liquor, soda, water, sugar, and bitters, to prepare cocktails and other drinks.Core task
- Plan, organize, and control the operations of a cocktail lounge or bar.Core task
- Serve snacks or food items to customers seated at the bar.Core task
- Serve wine, and bottled or draft beer.Core task
- Slice and pit fruit for garnishing drinks.Core task
- Stock bar with beer, wine, liquor, and related supplies such as ice, glassware, napkins, or straws.Core task
- Take beverage orders from serving staff or directly from patrons.Core task
- Order or requisition liquors and supplies.
- Plan bar menus.
- Prepare appetizers such as pickles, cheese, and cold meats.
- Supervise the work of bar staff and other bartenders.
How that compares
Among the 15 food preparation and serving occupations, bartenders rank 4. 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%.
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.