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Automation Risk Analysis

Will “Hatchery Worker” be Automated?

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AI Exposure Risk

52%

“Hatchery Worker” 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 Worker” 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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles