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Automation Risk Analysis

Will “Fish Hatchery Man” be Automated?

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AI Exposure Risk

52%

“Fish Hatchery Man” 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%

“Fish Hatchery Man” 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

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

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

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

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

  • 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.

  • Protect herds from predators, using trained dogs.

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

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

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

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles