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Automation Risk Analysis

Will “Hatchery Employee” be Automated?

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AI Exposure Risk

52%

“Hatchery Employee” 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%

“Hatchery Employee” 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.

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles