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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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles