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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Baristas?

Lower risk

Baseline AI displacement risk for Baristas, aggregated from 5 research sources.

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 24 out of 100 it sits close to the Hospitality average of 24. Across the 5 sources behind this baseline, individual estimates run from 14 to 35, 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 5 research sources that scored Baristas for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

Common questions

How likely is AI to replace Baristas?
Published research puts Baristas at 24 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 Baristas?
Only partly. Individual estimates for Baristas run from 14 to 35 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 Baristas by score are Cooks, Private Household (24/100), Cooks, Restaurant (26/100), and Fast Food and Counter Workers (26/100). Each has its own page with the research behind its number.

Also covers

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

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.