Occupation baseline · Research consensus
Will AI replace Bartenders?
Baseline AI displacement risk for Bartenders, aggregated from 5 research sources.
What this score means
Bartenders is among the least exposed roles in Hospitality. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 21 out of 100 it scores 3 points below the Hospitality average of 24. Across the 5 sources behind this baseline, individual estimates run from 14 to 39, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Bartenders, most central first, showing 12 of 20.
- 01Clean glasses, utensils, and bar equipment.
- 02Collect money for drinks served.
- 03Balance cash receipts.
- 04Check identification of customers to verify age requirements for purchase of alcohol.
- 05Clean bars, work areas, and tables.
- 06Attempt 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.
- 07Take beverage orders from serving staff or directly from patrons.
- 08Serve wine, and bottled or draft beer.
- 09Plan, organize, and control the operations of a cocktail lounge or bar.
- 10Stock bar with beer, wine, liquor, and related supplies such as ice, glassware, napkins, or straws.
- 11Serve snacks or food items to customers seated at the bar.
- 12Mix ingredients, such as liquor, soda, water, sugar, and bitters, to prepare cocktails and other drinks.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 5 research sources that scored Bartenders for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Bartenders?
- Published research puts Bartenders at 21 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Bartenders?
- Only partly. Individual estimates for Bartenders run from 14 to 39 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which hospitality roles face similar AI exposure?
- The closest published hospitality roles to Bartenders by score are Cooks, Institution and Cafeteria (21/100), Cooks, Short Order (21/100), and Food Servers, Nonrestaurant (21/100). Each has its own page with the research behind its number.
Also covers
Banquet Bartender · Bar Attendant · Bar Captain · Bar Tender · Barkeep · Barkeeper · Barmaid · Barman and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
Your number is not the baseline
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More hospitality occupations
- Cooks, Restaurant26/100
- Baristas24/100
- Cooks, Private Household24/100
- Food Preparation Workers22/100
- Cooks, Institution and Cafeteria21/100
- Cooks, Short Order21/100
- Food Servers, Nonrestaurant21/100
- Dishwashers17/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.