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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Cooks, Short Order?

Lower risk

Baseline AI displacement risk for Cooks, Short Order, aggregated from 5 research sources.

What this score means

Cooks, Short Order 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 5 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 Cooks, Short Order, most central first.

  • 01Clean food preparation equipment, work areas, and counters or tables.
  • 02Restock kitchen supplies, rotate food, and stamp the time and date on food in coolers.
  • 03Complete orders from steam tables, placing food on plates and serving customers at tables or counters.
  • 04Plan work on orders so that items served together are finished at the same time.
  • 05Grill, cook, and fry foods such as french fries, eggs, and pancakes.
  • 06Perform food preparation tasks, such as making sandwiches, carving meats, making soups or salads, baking breads or desserts, and brewing coffee or tea.
  • 07Perform general cleaning activities in kitchen and dining areas.
  • 08Take orders from customers and cook foods requiring short preparation times, according to customer requirements.
  • 09Grill and garnish hamburgers or other meats, such as steaks and chops.
  • 10Order supplies and stock them on shelves.
  • 11Accept payments, and make change or write charge slips as necessary.

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 Cooks, Short Order 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 Cooks, Short Order?
Published research puts Cooks, Short Order 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 Cooks, Short Order?
Only partly. Individual estimates for Cooks, Short Order run from 5 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 Cooks, Short Order by score are Bartenders (21/100), Cooks, Institution and Cafeteria (21/100), and Food Servers, Nonrestaurant (21/100). Each has its own page with the research behind its number.

Also covers

Barbecue Cook · Bed and Breakfast Cook (B&B Cook) · Breakfast Cook · Breakfast Line Cook · Broiler Cook · Chuck Wagon Cook · Cook · Deli Cook (Delicatessen Cook) 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.