Will AI replace Cooks, Short Order?

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 14 out of 100 it scores 6 points below the Hospitality average of 20. Across the 3 sources behind this baseline, individual estimates run from 5 to 20, 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 3 research sources that scored Cooks, Short Order 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

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

More hospitality occupations

• Baristas19/100
• Bartenders18/100
• Chefs and Head Cooks24/100
• Cooks, Fast Food18/100
• Cooks, Institution and Cafeteria18/100
• Cooks, Private Household22/100
• Cooks, Restaurant20/100
• Dining Room and Cafeteria Attendants and Bartender Helpers11/100