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Automation Risk Analysis

Will “Hatchery Helper” be Automated?

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AI Exposure Risk

52%

“Hatchery Helper” 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 Helper” 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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

  • 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.

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles