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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

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

  • 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.

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

  • Protect herds from predators, using trained dogs.

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles