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Automation Risk Analysis

Will “Room Attendant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #492 of 702. Estimated risk: 86.0%

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AI Exposure Risk

48%

“Room Attendant” 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 48% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

47%

“Room Attendant” 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 47% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Food Servers, Nonrestaurant, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Serve food to individuals outside of a restaurant environment, such as in hotel rooms, hospital rooms, residential care facilities, or cars.

Avg. Annual Salary $35,030
Avg. Hourly Wage $16.84
Available Jobs (US) 271,780
Job Title & Hierarchy Code (SOC) Food Servers, Nonrestaurant #35-3041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Food Servers, Nonrestaurant”

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Core Skills & Abilities

  • Clean or sterilize dishes, kitchen utensils, equipment, or facilities.

  • Place food servings on plates or trays according to orders or instructions.

  • Monitor food distribution, ensuring that meals are delivered to the correct recipients and that guidelines, such as those for special diets, are followed.

  • Prepare food items, such as sandwiches, salads, soups, or beverages.

  • Carry food, silverware, or linen on trays or use carts to carry trays.

  • Take food orders and relay orders to kitchens or serving counters so they can be filled.

  • Monitor food preparation or serving techniques to ensure that proper procedures are followed.

  • Stock service stations with items, such as ice, napkins, or straws.

  • Examine trays to ensure that they contain required items.

  • Remove trays and stack dishes for return to kitchen after meals are finished.

  • Determine where patients or patrons would like to eat their meals and help them get situated.

  • Total checks, present them to customers, and accept payment for services.

  • Load trays with accessories, such as eating utensils, napkins, or condiments.

  • Record amounts and types of special food items served to customers.

Technologies & Software

  • Picis CareSuite
  • ChatGPT (OpenAI)
  • Flippy (Miso Robotics)
  • Point of sale POS software
  • Microsoft Office software
  • CBORD Nutrition Service Suite
  • Toast AI
  • Facebook
  • Microsoft Windows
  • Capital Codeworks MenuMax
  • Gemini for Workspace
  • Microsoft Outlook
  • Commercial coffeemakers
  • Carving knives
  • Toasters
  • Ice-making machines
  • Juice dispensers
  • Commercial glasswashers
  • Commercial dishwashers
  • Point of sale POS computer terminals
  • Touch screen monitors
  • Blenders
  • Steam tables
  • Carbonated beverage dispensers
  • 10-key calculators
  • Chefs' knives
  • Personal computers
  • Desktop computers
  • Slicing machines