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Automation Risk Analysis

Will “Restaurant Busser” be Automated?

Historical Context: Oxford Study (2013)

Ranked #555 of 702. Estimated risk: 91.0%

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AI Exposure Risk

43%

“Restaurant Busser” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 43% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Restaurant Busser” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Dining Room and Cafeteria Attendants and Bartender Helpers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Facilitate food service. Clean tables; remove dirty dishes; replace soiled table linens; set tables; replenish supply of clean linens, silverware, glassware, and dishes; supply service bar with food; and serve items such as water, condiments, and coffee to patrons.

Avg. Annual Salary $34,190
Avg. Hourly Wage $16.44
Available Jobs (US) 522,010
Job Title & Hierarchy Code (SOC) Dining Room and Cafeteria Attendants and Bartender Helpers #35-9011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Dining Room and Cafeteria Attendants and Bartender Helpers”

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Core Skills & Abilities

  • Run cash registers.

  • Serve food to customers when waiters or waitresses need assistance.

  • Stock cabinets or serving areas with condiments and refill condiment containers.

  • Serve ice water, coffee, rolls, or butter to patrons.

  • Wash glasses or other serving equipment at bars.

  • Set tables with clean linens, condiments, or other supplies.

  • Carry food, dishes, trays, or silverware from kitchens or supply departments to serving counters.

  • Maintain adequate supplies of items, such as clean linens, silverware, glassware, dishes, or trays.

  • Stock refrigerating units with wines or bottled beer or replace empty beer kegs.

  • Replenish supplies of food or equipment at steam tables or service bars.

  • Scrape and stack dirty dishes and carry dishes and other tableware to kitchens for cleaning.

  • Garnish foods and position them on tables to make them visible and accessible.

  • Fill beverage or ice dispensers.

  • Greet and seat customers.

  • Carry linens to or from laundry areas.

  • Mix and prepare flavors for mixed drinks.

  • Clean up spilled food or drink or broken dishes and remove empty bottles and trash.

  • Clean and polish counters, shelves, walls, furniture, or equipment in food service areas or other areas of restaurants and mop or vacuum floors.

  • Wipe tables or seats with dampened cloths or replace dirty tablecloths.

  • Slice and pit fruit used to garnish drinks.

  • Locate items requested by customers.

  • Perform serving, cleaning, or stocking duties in establishments, such as cafeterias or dining rooms, to facilitate customer service.

  • Carry trays from food counters to tables for cafeteria patrons.

Technologies & Software

  • ChatGPT (OpenAI)
  • Facebook
  • Flippy (Miso Robotics)
  • Gemini for Workspace
  • Plexis Software Plexis POS
  • RestaurantPlus PRO
  • Cafe Cartel Systems
  • Microsoft Excel
  • Toast AI
  • Microsoft Windows
  • Ice-making machines
  • Commercial dishwashers
  • Blenders
  • Fruit pitters
  • Commercial coffeemakers
  • Garbage disposals
  • Food processors
  • Steam tables
  • Commercial microwave ovens
  • Fruit zesters
  • Point of sale POS computer terminals
  • Glass washing machines
  • Carbonated beverage dispensers
  • Chefs' knives
  • Juice dispensers
  • Soft-serve ice cream machines
  • Cash registers