Waiters and Waitresses: daily tasks & AI impact
This page breaks Waiters and Waitresses into the top 15 daily O*NET tasks and scores each for Generative AI automation probability. Those task scores roll up to an overall vulnerability index of 26/100 (Moderate automation risk). Struck-through rows are ≥80% automatable; highlighted safer rows are under 30% or primarily physical.
High-automation exposure
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Durable human work
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.
| Task | Importance | AI probability | Nature |
|---|---|---|---|
| Collect payments from customers. Core | 4.89 | — | — |
| Check patrons' identification to ensure that they meet minimum age requirements for consumption of alcoholic beverages. Core | 4.86 | — | — |
| Write patrons' food orders on order slips, memorize orders, or enter orders into computers for transmittal to kitchen staff. Core | 4.85 | — | — |
| Check with customers to ensure that they are enjoying their meals, and take action to correct any problems. Core | 4.79 | — | — |
| Take orders from patrons for food or beverages. Core | 4.77 | — | — |
| Prepare checks that itemize and total meal costs and sales taxes. Core | 4.71 | — | — |
| Remove dishes and glasses from tables or counters, and take them to kitchen for cleaning. Core | 4.7 | — | — |
| Clean tables or counters after patrons have finished dining. Core | 4.68 | — | — |
| Serve food or beverages to patrons, and prepare or serve specialty dishes at tables as required. Core | 4.6 | — | — |
| Perform cleaning duties, such as sweeping and mopping floors, vacuuming carpet, tidying up server station, taking out trash, or checking and cleaning bathroom. Core | 4.54 | — | — |
| Present menus to patrons and answer questions about menu items, making recommendations upon request. Core | 4.52 | — | — |
| Prepare tables for meals, including setting up items such as linens, silverware, and glassware. Core | 4.37 | — | — |
| Stock service areas with supplies such as coffee, food, tableware, and linens. Core | 4.37 | — | — |
| Roll silverware, set up food stations, or set up dining areas to prepare for the next shift or for large parties. Core | 4.36 | — | — |
| Inform customers of daily specials. Core | 4.32 | — | — |
What remains human
No tasks currently fall under the safe threshold for this occupation.
FAQ
Which Waiters and Waitresses tasks are most exposed to AI?
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Which Waiters and Waitresses tasks are safest from Generative AI?
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
How should I read the Waiters and Waitresses task table?
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.