Will AI replace Baristas?

What this score means

Baristas 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 19 out of 100 it sits close to the Hospitality average of 20. Across the 3 sources behind this baseline, individual estimates run from 16 to 22, 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 Baristas, most central first, showing 12 of 19.

• 01Receive and process customer payments.
• 02Prepare or serve hot or cold beverages, such as coffee, espresso drinks, blended coffees, or teas.
• 03Take customer orders and convey them to other employees for preparation.
• 04Clean or sanitize work areas, utensils, or equipment.
• 05Describe menu items to customers, or suggest products that might appeal to them.
• 06Clean service or seating areas.
• 07Serve prepared foods, such as muffins, biscotti, or bagels.
• 08Prepare or serve menu items, such as sandwiches or salads.
• 09Set up or restock product displays.
• 10Weigh, grind, or pack coffee beans for customers.
• 11Stock customer service stations with paper products or beverage preparation items.
• 12Wrap, label, or date food items for sale.

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 3 research sources that scored Baristas for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
• 02GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
• 03AI Occupational Exposure to Language Modeling · 2023

Also covers

Barista · Cafe Barista · Catering Barista · Coffee Bar Attendant · Coffee Barista · Coffee Brewer · Coffee Maker · Coffee Shop Attendant and related titles

More hospitality occupations

• Bartenders18/100
• Chefs and Head Cooks24/100
• Cooks, Fast Food18/100
• Cooks, Institution and Cafeteria18/100
• Cooks, Private Household22/100
• Cooks, Restaurant20/100
• Cooks, Short Order14/100
• Dining Room and Cafeteria Attendants and Bartender Helpers11/100