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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Protect herds from predators, using trained dogs.

Technologies & Software

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

Alternative Job Titles