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Automation Risk Analysis

Will “Food Preparation Kitchen Aide (Food Prep Kitchen Aide)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #508 of 702. Estimated risk: 87.0%

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AI Exposure Risk

45%

“Food Preparation Kitchen Aide (Food Prep Kitchen Aide)” 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 45% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

42%

“Food Preparation Kitchen Aide (Food Prep Kitchen Aide)” 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 42% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Food Preparation Workers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform a variety of food preparation duties other than cooking, such as preparing cold foods and shellfish, slicing meat, and brewing coffee or tea.

Avg. Annual Salary $33,940
Avg. Hourly Wage $16.32
Available Jobs (US) 888,770
Job Title & Hierarchy Code (SOC) Food Preparation Workers #35-2021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Food Preparation Workers”

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Core Skills & Abilities

  • Portion and wrap food, or place it directly on plates for service to patrons.

  • Prepare and serve a variety of beverages, such as coffee, tea, and soft drinks.

  • Scrape leftovers from dishes into garbage containers.

  • Load dishes, glasses, and tableware into dishwashing machines.

  • Stir and strain soups and sauces.

  • Carry food supplies, equipment, and utensils to and from storage and work areas.

  • Cut, slice or grind meat, poultry, and seafood to prepare for cooking.

  • Wash, peel, and cut various foods, such as fruits and vegetables, to prepare for cooking or serving.

  • Use manual or electric appliances to clean, peel, slice, and trim foods.

  • Inform supervisors when equipment is not working properly and when food and supplies are getting low, and order needed items.

  • Weigh or measure ingredients.

  • Add cutlery, napkins, food, and other items to trays on assembly lines in hospitals, cafeterias, airline kitchens, and similar establishments.

  • Clean and sanitize work areas, equipment, utensils, dishes, or silverware.

  • Mix ingredients for green salads, molded fruit salads, vegetable salads, and pasta salads.

  • Butcher and clean fowl, fish, poultry, and shellfish to prepare for cooking or serving.

  • Receive and store food supplies, equipment, and utensils in refrigerators, cupboards, and other storage areas.

  • Place food trays over food warmers for immediate service, or store them in refrigerated storage cabinets.

  • Take and record temperature of food and food storage areas, such as refrigerators and freezers.

  • Keep records of the quantities of food used.

  • Assist cooks and kitchen staff with various tasks as needed, and provide cooks with needed items.

  • Stock cupboards and refrigerators, and tend salad bars and buffet meals.

  • Distribute food to waiters and waitresses to serve to customers.

  • Make special dressings and sauces as condiments for sandwiches.

  • Assemble meal trays with foods in accordance with patients' diets.

  • Remove trash and clean kitchen garbage containers.

  • Prepare a variety of foods, such as meats, vegetables, or desserts, according to customers' orders or supervisors' instructions, following approved procedures.

  • Store food in designated containers and storage areas to prevent spoilage.

  • Package take-out foods or serve food to customers.

  • Distribute menus to hospital patients, collect diet sheets, and deliver food trays and snacks to nursing units or directly to patients.

  • Vacuum dining area and sweep and mop kitchen floor.

  • Operate cash register, handle money, and give correct change.

Technologies & Software

  • YouTube
  • Toast AI
  • ChatGPT (OpenAI)
  • Mealmaster Cookbook Wizard
  • iPro
  • Microsoft Office software
  • Recipe software
  • EGS CALCMENU
  • Barrington Software CookenPro Commercial
  • Culinary Software Services ChefTec
  • CBORD Foodservice Suite
  • ValuSoft MasterCook
  • CBORD NetRecipe
  • Quizlet
  • Gemini for Workspace
  • Flippy (Miso Robotics)
  • Microsoft Excel
  • Master Cook Deluxe Professional Cook
  • MicroBlast Recipe Wizard for Windows
  • Cotton candy machines
  • Toasters
  • Thermal label printing scales
  • Measuring utensils
  • Dicers
  • Knives
  • Milkshake and smoothie machines
  • Espresso machines
  • Commercial stand mixers
  • Point of sale POS interface scales
  • Blenders
  • Pizza ovens
  • Commercial dishwashers
  • Food scales
  • Combination slicers/electronic portion scales
  • Mixing machines
  • Commercial cooking ovens
  • Brick ovens
  • Dishwashing machines
  • Pressureless steamers
  • Electronic chicken rotisseries
  • Ice machines
  • Griddles
  • Grills
  • Commercial ranges
  • Frozen drink machines
  • Soda machines
  • Snow cone machines
  • Oriental ranges
  • Personal computers
  • Cappuccino machines
  • Roasting equipment
  • Coffee grinders
  • Steam tables
  • Popcorn machines
  • Tomato slicers
  • Frozen custard machines
  • Commercial microwave ovens
  • Charbroilers
  • Point of sale POS systems
  • Coffee brewing machines
  • Electric fryers
  • Dough mixers
  • Choppers
  • Drink dispensers
  • Bread slicers
  • Belt conveyors
  • Food processors
  • Electric meat grinders
  • Electric meat and cheese slicers
  • Soft-serve ice cream machines