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Automation Risk Analysis

Will “Animal Keeper” be Automated?

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AI Exposure Risk

52%

“Animal Keeper” 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%

“Animal Keeper” 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

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

  • Protect herds from predators, using trained dogs.

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles