Occupation baseline · Research consensus
Will AI replace Dishwashers?
Baseline AI displacement risk for Dishwashers, aggregated from 5 research sources.
What this score means
Dishwashers 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 17 out of 100 it scores 7 points below the Hospitality average of 24. Across the 5 sources behind this baseline, individual estimates run from 5 to 51, 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 Dishwashers, most central first, showing 12 of 13.
- 01Wash dishes, glassware, flatware, pots, or pans, using dishwashers or by hand.
- 02Maintain kitchen work areas, equipment, or utensils in clean and orderly condition.
- 03Place clean dishes, utensils, or cooking equipment in storage areas.
- 04Sweep or scrub floors.
- 05Stock supplies, such as food or utensils, in serving stations, cupboards, refrigerators, or salad bars.
- 06Clean or prepare various foods for cooking or serving.
- 07Sort and remove trash, placing it in designated pickup areas.
- 08Transfer supplies or equipment between storage and work areas, by hand or using hand trucks.
- 09Receive and store supplies.
- 10Clean garbage cans with water or steam.
- 11Load or unload trucks that deliver or pick up food or supplies.
- 12Prepare and package individual place settings.
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 Dishwashers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Dishwashers?
- Published research puts Dishwashers at 17 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 Dishwashers?
- Only partly. Individual estimates for Dishwashers run from 5 to 51 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 Dishwashers by score are Bartenders (21/100), Cooks, Institution and Cafeteria (21/100), and Cooks, Short Order (21/100). Each has its own page with the research behind its number.
Also covers
Breakdown Person · Bus Person · Busser · Dish Machine Operator (DMO) · Dish Person · Dish Room Worker · Dish Runner · Dish Stacker and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
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More hospitality occupations
- Baristas24/100
- Cooks, Private Household24/100
- Food Preparation Workers22/100
- Bartenders21/100
- Cooks, Institution and Cafeteria21/100
- Cooks, Short Order21/100
- Food Servers, Nonrestaurant21/100
- Dining Room and Cafeteria Attendants and Bartender Helpers9/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.