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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Cooks, Fast Food?

Lower risk

Baseline AI displacement risk for Cooks, Fast Food, aggregated from 6 research sources.

What this score means

Cooks, Fast Food 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 29 out of 100 it scores 5 points above the Hospitality average of 24. Across the 6 sources behind this baseline, individual estimates run from 5 to 57, 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, Fast Food, most central first, showing 12 of 19.

  • 01Order and take delivery of supplies.
  • 02Cook the exact number of items ordered by each customer, working on several different orders simultaneously.
  • 03Prepare specialty foods, such as pizzas, fish and chips, sandwiches, or tacos, following specific methods that usually require short preparation time.
  • 04Operate large-volume cooking equipment, such as grills, deep-fat fryers, or griddles.
  • 05Wash, cut, and prepare foods designated for cooking.
  • 06Prepare and serve beverages, such as coffee or fountain drinks.
  • 07Clean food preparation areas, cooking surfaces, and utensils.
  • 08Read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.
  • 09Serve orders to customers at windows, counters, or tables.
  • 10Clean, stock, and restock workstations and display cases.
  • 11Maintain sanitation, health, and safety standards in work areas.
  • 12Cook and package batches of food, such as hamburgers or fried chicken, prepared to order or kept warm until sold.

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 6 research sources that scored Cooks, Fast Food 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, Fast Food?
Published research puts Cooks, Fast Food at 29 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Cooks, Fast Food?
Only partly. Individual estimates for Cooks, Fast Food run from 5 to 57 out of 100 across the 6 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, Fast Food by score are Chefs and Head Cooks (29/100), First-Line Supervisors of Food Preparation and Serving Workers (30/100), and Waiters and Waitresses (27/100). Each has its own page with the research behind its number.

Also covers

Cook · Deep Fat Fryer Operator · Fast Food Cook · Fast Food Fry Cook · Fast Food Worker · Food Service Cook · Fry Cook · Fryer and related titles

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