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Automation Risk Analysis

Will “Fish Farm Laborer” be Automated?

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AI Exposure Risk

52%

“Fish Farm Laborer” 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 Farm Laborer” 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

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

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

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

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

  • 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.

  • Protect herds from predators, using trained dogs.

  • 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.

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles