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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

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

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

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

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

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles