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Automation Risk Analysis

Will “Coconut Boiler” be Automated?

Historical Context: Oxford Study (2013)

Ranked #341 of 702. Estimated risk: 61.0%

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AI Exposure Risk

29%

“Coconut Boiler” will almost certainly 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 29% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

58%

“Coconut Boiler” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 58% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Food Cooking Machine Operators and Tenders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate or tend cooking equipment, such as steam cooking vats, deep fry cookers, pressure cookers, kettles, and boilers, to prepare food products.

Avg. Annual Salary $41,930
Avg. Hourly Wage $20.16
Available Jobs (US) 27,660
Job Title & Hierarchy Code (SOC) Food Cooking Machine Operators and Tenders #51-3093
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Food Cooking Machine Operators and Tenders”

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Core Skills & Abilities

  • Remove cooked material or products from equipment.

  • Admit required amounts of water, steam, cooking oils, or compressed air into equipment, such as by opening water valves to cool mixtures to the desired consistency.

  • Read work orders, recipes, or formulas to determine cooking times and temperatures, and ingredient specifications.

  • Clean, wash, and sterilize equipment and cooking area, using water hoses, cleaning or sterilizing solutions, or rinses.

  • Tend or operate and control equipment, such as kettles, cookers, vats and tanks, and boilers, to cook ingredients or prepare products for further processing.

  • Measure or weigh ingredients, using scales or measuring containers.

  • Pour, dump, or load prescribed quantities of ingredients or products into cooking equipment, manually or using a hoist.

  • Notify or signal other workers to operate equipment or when processing is complete.

  • Activate agitators and paddles to mix or stir ingredients, stopping machines when ingredients are thoroughly mixed.

  • Operate auxiliary machines and equipment, such as grinders, canners, and molding presses, to prepare or further process products.

  • Place products on conveyors or carts, and monitor product flow.

  • Record production and test data, such as processing steps, temperature and steam readings, cooking time, batches processed, and test results.

  • Set temperature, pressure, and time controls, and start conveyers, machines, or pumps.

  • Collect and examine product samples during production to test them for quality, color, content, consistency, viscosity, acidity, or specific gravity.

  • Listen for malfunction alarms, and shut down equipment and notify supervisors when necessary.

  • Turn valves or start pumps to add ingredients or drain products from equipment and to transfer products for storage, cooling, or further processing.

  • Observe gauges, dials, and product characteristics, and adjust controls to maintain appropriate temperature, pressure, and flow of ingredients.

Technologies & Software

  • Sight Machine AI
  • ABB AI Robotics
  • Cognex Vision AI
  • Rockwell Automation AI
  • Siemens Industrial AI
  • Database software
  • Boilers
  • Corn cooking systems
  • Molding presses
  • Steam air retorts
  • Water hoses
  • Vacuum batch cookers
  • Steam retorts
  • Steam kettles
  • Electromagnetic vibratory feeders
  • Hot oil cookers
  • Water spray retorts
  • Chain hoists
  • Pressure cookers
  • Retort chambers
  • Smoke generators
  • Hand trucks
  • Water immersion retorts
  • Direct-fired fryers
  • Combination feeders
  • Hot air impingement ovens
  • Bucket belt conveyors
  • Molding machines
  • Canners
  • Grinders
  • Smoking equipment
  • Continuous baking ovens
  • Cooking vats
  • Hot oil roasting equipment
  • Ingredient scales
  • Roasting equipment