Perform duties which combine preparing and serving food and nonalcoholic beverages.
21 of 21 tasks have some AI capability
Exposure Trend
This score reflects estimated AI technical capability for tasks in this occupation. It does not predict employment changes, and it does not account for company-specific constraints, regulation, or adoption barriers.
Accept payment from customers, and make change as necessary.
AI: Fully automatable - Accepting payments and making change are widely automated through POS systems, contactless payments, and cash-handling machines, enabling full automation.
Request and record customer orders, and compute bills using cash registers, multi counting machines, or pencil and paper.
AI: Fully automatable - As of 2025, kiosks, POS systems and voice/AI assistants can request and record orders and compute bills end-to-end.
Wash dishes, glassware, and silverware after meals.
AI: Fully automatable - Commercial dishwashers and automated washing/sterilizing equipment already clean dishes, glassware and silverware without manual washing.
Notify kitchen personnel of shortages or special orders.
AI: Fully automatable - Digital order systems and AI-driven workflows can automatically notify kitchen personnel of shortages or special orders.
Relay food orders to cooks.
AI: Fully automatable - POS-to-kitchen display systems and automated routing fully relay food orders to cooks in modern establishments.
Prepare and serve cold drinks, or frozen milk drinks or desserts, using drink-dispensing, milkshake, or frozen custard machines.
AI: Fully automatable - Automated drink-dispensing and frozen-drink/milkshake machines can prepare and serve cold and frozen beverages without human operation.
Cook or reheat food items such as french fries.
AI: Fully automatable - Cooking or reheating simple items like french fries is routinely automated with sensors, timers, and conveyor/robotic fryers and can be fully handled by existing equipment and AI control in many operations.
Communicate with customers regarding orders, comments, and complaints.
AI: Partial - AI and kiosks can handle routine order communication and many comments or complaints, but complex, emotional, or in-person service interactions still require human staff.
Prepare daily food items, and cook simple foods and beverages, such as sandwiches, salads, soups, pizza, or coffee, using proper safety precautions and sanitary measures.
AI: Partial - Robotic kitchen systems can prepare some simple foods reliably, but variability, safety/sanitation oversight and broad coverage still require human involvement in 2025.
Clean and organize eating, service, and kitchen areas.
AI: Partial - Autonomous vacuums/mopping and targeted cleaning robots handle many tasks, but comprehensive cleaning and organizing of busy service/kitchen areas still need humans.
Monitor and order supplies or food items and restock as necessary to maintain inventory.
AI: Partial - Inventory monitoring and automated reordering software is mature, but the physical restocking portion is typically performed by humans in 2025.
Serve customers in eating places that specialize in fast service and inexpensive carry-out food.
AI: Partial - Automated ordering and some robotic serving/delivery systems exist, but nuanced front‑of‑house customer service and many serving scenarios remain partially human-driven.
Collect and return dirty dishes to the kitchen for washing.
AI: Partial - Prototype bussing and tray-collection robots can collect dishes in limited settings, but reliability and general deployment are not sufficient to fully replace humans yet.
Distribute food to servers.
AI: Partial - Automated pass systems, conveyors, and tray robots can distribute food to servers in specialized setups, but general restaurant environments still rely on humans, so the task is only partially automatable.
Select food items from serving or storage areas and place them in dishes, on serving trays, or in take-out bags.
AI: Partial - Robotic pick-and-place systems and vision can handle selection and plating in controlled, repetitive setups but struggle with the variability and speed of typical food service environments, so only partial automation is realistic in 2025.
Pack food, dishes, utensils, tablecloths, and accessories for transportation from catering or food preparation establishments to locations designated by customers.
AI: Partial - Automated packing systems and guided robots can handle standardized catering packing at scale, but bespoke packing of varied dishes and fragile items for on‑site events still requires human dexterity and judgment.
Arrange tables and decorations according to instructions.
AI: Partial - Robots can place items to specified coordinates, but arranging tables and decorations to meet aesthetic and last‑minute customer preferences requires nuanced human judgment and fine manipulation, so only partial automation is feasible.
Serve food and beverages to guests at banquets or other social functions.
AI: Partial - Autonomous servers and tray‑carrying robots exist for controlled environments, but navigating crowds, offering personalized guest service, and responding to social cues mean full automation is not broadly achievable in 2025.
Provide caterers with assistance in food preparation or service.
AI: Partial - AI and robots can assist with many preparation and service tasks (chopping, plating templates, logistics), but comprehensive, flexible assistance across all catering scenarios still requires human staff.
Plan, prepare, and deliver meals to individuals with special dietary needs.
AI: Partial - AI can fully handle meal planning for special diets and automate parts of preparation and delivery, but safety oversight, individualized adjustments, and complex preparation workflows mean end‑to‑end automation is not yet universal.
Perform personnel activities such as supervising and training employees.
AI: Partial - AI can assist with scheduling, training materials, and performance analytics but cannot fully replicate human judgment, interpersonal leadership, and complex personnel management as of 2025.