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Automation Risk Analysis

Will “Egg Gatherer” be Automated?

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AI Exposure Risk

52%

“Egg Gatherer” 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%

“Egg Gatherer” 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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles