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Automation Risk Analysis

Will “Fish Hatchery Worker” be Automated?

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AI Exposure Risk

52%

“Fish 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%

“Fish 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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles