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Automation Risk Analysis

Will “Coffee Barista” be Automated?

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AI Exposure Risk

42%

“Coffee Barista” 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 42% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

50%

“Coffee Barista” 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 50% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Baristas, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Prepare or serve specialty coffee or other beverages. Serve food such as baked goods or sandwiches to patrons.

Job Title & Hierarchy Code (SOC) Baristas #35-3023.01
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Data is based on the reference occupation: “Baristas”

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Core Skills & Abilities

  • Slice fruits, vegetables, desserts, or meats for use in food service.

  • Weigh, grind, or pack coffee beans for customers.

  • Prepare or serve hot or cold beverages, such as coffee, espresso drinks, blended coffees, or teas.

  • Prepare or serve menu items, such as sandwiches or salads.

  • Demonstrate the use of retail equipment, such as espresso machines.

  • Receive and process customer payments.

  • Serve prepared foods, such as muffins, biscotti, or bagels.

  • Check temperatures of freezers, refrigerators, or heating equipment to ensure proper functioning.

  • Clean or sanitize work areas, utensils, or equipment.

  • Wrap, label, or date food items for sale.

  • Stock customer service stations with paper products or beverage preparation items.

  • Take out garbage.

  • Provide customers with product details, such as coffee blend or preparation descriptions.

  • Take customer orders and convey them to other employees for preparation.

  • Order, receive, or stock supplies or retail products.

  • Clean service or seating areas.

  • Set up or restock product displays.

  • Create signs to advertise store products or events.

  • Describe menu items to customers, or suggest products that might appeal to them.

Technologies & Software

  • Point of sale POS software
  • Accounting software
  • ChatGPT (OpenAI)
  • Flippy (Miso Robotics)
  • Microsoft Word
  • Microsoft Excel
  • Toast AI
  • Microsoft Office software
  • Gemini for Workspace
  • Tea brewers
  • Steam tables
  • Computer laser printers
  • Chefs' knives
  • Restaurant ovens
  • Espresso makers
  • Desktop computers
  • Ice machines
  • Coffee brewing machines
  • Drink blenders
  • Box cutters
  • Personal computers
  • Panini presses
  • Commercial kitchen toasters
  • Coffee grinders
  • Wireless telephone headsets
  • Bagel cutters
  • Touch screen registers
  • Restaurant dishwashers
  • Electronic food scales
  • Commercial kitchen microwave ovens
  • Cash registers
  • Point of sale POS terminals
  • Credit card processing machines
  • Multi-line telephone systems