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Automation Risk Analysis

Will “Fish Farmer” be Automated?

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AI Exposure Risk

52%

“Fish Farmer” 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 Farmer” 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.

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

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles