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Automation Risk Analysis

Will “Hatchery Laborer” be Automated?

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AI Exposure Risk

52%

“Hatchery Laborer” 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 Laborer” 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.

  • Protect herds from predators, using trained dogs.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles