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Automation Risk Analysis

Will “Machine Egg Washer” be Automated?

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AI Exposure Risk

52%

“Machine Egg Washer” will maybe 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 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

51%

“Machine Egg Washer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 51% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Farmworkers, Farm, Ranch, and Aquacultural Animals, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Attend to live farm, ranch, open range or aquacultural animals that may include cattle, sheep, swine, goats, horses and other equines, poultry, rabbits, finfish, shellfish, and bees. Attend to animals produced for animal products, such as meat, fur, skins, feathers, eggs, milk, and honey. Duties may include feeding, watering, herding, grazing, milking, castrating, branding, de-beaking, weighing, catching, and loading animals. May maintain records on animals; examine animals to detect diseases and injuries; assist in birth deliveries; and administer medications, vaccinations, or insecticides as appropriate. May clean and maintain animal housing areas. Includes workers who shear wool from sheep and collect eggs in hatcheries.

Avg. Annual Salary $38,580
Avg. Hourly Wage $18.55
Available Jobs (US) 35,420
Job Title & Hierarchy Code (SOC) Farmworkers, Farm, Ranch, and Aquacultural Animals #45-2093
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Farmworkers, Farm, Ranch, and Aquacultural Animals”

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Core Skills & Abilities

  • Feed and water livestock and monitor food and water supplies.

  • Herd livestock to pastures for grazing or to scales, trucks, or other enclosures.

  • Segregate animals according to weight, age, color, and physical condition.

  • Provide medical treatment, such as administering medications and vaccinations, or arrange for veterinarians to provide more extensive treatment.

  • Drive trucks, tractors, and other equipment to distribute feed to animals.

  • Order food for animals, and arrange for its delivery.

  • Protect herds from predators, using trained dogs.

  • Perform duties related to livestock reproduction, such as breeding animals within appropriate timeframes, performing artificial inseminations, and helping with animal births.

  • Clean stalls, pens, and equipment, using disinfectant solutions, brushes, shovels, water hoses, or pumps.

  • Shift animals between grazing areas to ensure that they have sufficient access to food.

  • Move equipment, poultry, or livestock from one location to another, manually or using trucks or carts.

  • Patrol grazing lands on horseback or using all-terrain vehicles.

  • Spray livestock with disinfectants and insecticides, or dip or bathe animals.

  • Examine animals to detect illness, injury, or disease, and to check physical characteristics, such as rate of weight gain.

  • Maintain growth, feeding, production, and cost records.

  • Groom, clip, trim, or castrate animals, dock ears and tails, or shear coats to collect hair.

  • Mark livestock to identify ownership and grade, using brands, tags, paint, or tattoos.

  • Mix feed, additives, and medicines in prescribed portions.

  • Inspect, maintain, and repair equipment, machinery, buildings, pens, yards, and fences.

Technologies & Software

  • Spreadsheet software
  • Claude (Anthropic)
  • Kimi (Moonshot AI)
  • Microsoft Office software
  • Farm Works Software Trac
  • Microsoft Word
  • Qwen (Alibaba)
  • Blue River Technology AI
  • Web browser software
  • Mistral (Mistral AI)
  • John Deere AI
  • Climate FieldView
  • Nova (Amazon)
  • Microsoft Excel
  • Gemini (Google)
  • ChatGPT (OpenAI)
  • DeepSeek
  • Valley Agricultural Software DairyCOMP 305
  • Lancaster DHIA PCDART
  • Taranis AI
  • Llama (Meta)
  • Grok (xAI)
  • BCL Landview Systems WinCrop
  • Vacutainers
  • Multipurpose tractors
  • Headlocks
  • Poultry incubators
  • Electronic animal scales
  • Skid steer loaders
  • Desktop computers
  • Animal vaccination syringes
  • Feed conveyors
  • Insecticide sprayers
  • Robotic milking stations
  • Claw hammers
  • Animal trailers
  • Veterinary intravenous IV sets
  • Automatic milking parlors
  • Shovels
  • Laptop computers
  • Feed trailers
  • Egg washing machines
  • Nebulizers
  • Egg candlers
  • Debeakers
  • Disinfectant sprayers
  • Dust and particulate respirators
  • Cattle prods
  • Balling guns
  • Snowplows
  • Nail trimmers
  • Insemination syringes
  • Animal hair trimmers
  • All terrain vehicles ATV
  • Hand trucks
  • Animal hair clippers
  • Front-end loaders
  • Castration equipment
  • Blood drawing syringes
  • Automated feed batch mixers
  • Hoof trimmers
  • Milking equipment sterilizers
  • Potbelly tractor trailers
  • Automatic watering devices
  • Milking machines
  • Post hole diggers
  • Power saws
  • Feed wagons
  • Pipeline milking systems
  • Cattle chutes
  • RFID tags
  • Tie-stall milking systems
  • Horse bridles
  • Farm trucks
  • Backhoes
  • Power drills
  • Ear taggers
  • Horse saddles
  • Fumigators
  • Dehorners
  • Egg grading machines
  • Grease guns

Alternative Job Titles