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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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles