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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Fast Food and Counter Workers?

Lower risk

Baseline AI displacement risk for Fast Food and Counter Workers, aggregated from 9 research sources.

What this score means

Fast Food and Counter Workers leans toward the safer end for Hospitality. Parts of the role touch tasks AI is getting good at, but the core still depends on hands on work or judgment that resists automation. At 26 out of 100 it sits close to the Hospitality average of 24. Across the 9 sources behind this baseline, individual estimates run from 7 to 53, 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 Fast Food and Counter Workers, most central first, showing 12 of 27.

  • 01Accept payment from customers, and make change as necessary.
  • 02Serve customers in eating places that specialize in fast service and inexpensive carry-out food.
  • 03Request and record customer orders, and compute bills, using cash registers, multi-counting machines, or pencil and paper.
  • 04Balance receipts and payments in cash registers.
  • 05Communicate with customers regarding orders, comments, and complaints.
  • 06Serve food, beverages, or desserts to customers in such settings as take-out counters of restaurants or lunchrooms, business or industrial establishments, hotel rooms, and cars.
  • 07Monitor and order supplies or food items, and restock as necessary to maintain inventory.
  • 08Perform cleaning duties, such as sweeping, mopping, and washing dishes, to keep equipment and facilities sanitary.
  • 09Brew coffee and tea, and fill containers with requested beverages.
  • 10Clean and organize eating, service, and kitchen areas.
  • 11Prepare daily food items, and cook simple foods and beverages, such as sandwiches, salads, soups, pizza, or coffee, using proper safety precautions and sanitary measures.
  • 12Prepare and serve cold drinks, frozen milk drinks, or desserts, using drink-dispensing, milkshake, or frozen-custard machines.

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 9 research sources that scored Fast Food and Counter Workers 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 Fast Food and Counter Workers?
Published research puts Fast Food and Counter Workers at 26 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 9 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Fast Food and Counter Workers?
Only partly. Individual estimates for Fast Food and Counter Workers run from 7 to 53 out of 100 across the 9 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 Fast Food and Counter Workers by score are Cooks, Restaurant (26/100), Waiters and Waitresses (27/100), and Baristas (24/100). Each has its own page with the research behind its number.

Also covers

Back of House Team Member (BOH Team Member) · Bakery Associate · Barista · Bistro Team Member · Cafe Server · Cafe Worker · Cafeteria Food Server · Cafeteria Lunchroom Counter 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.