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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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Protect herds from predators, using trained dogs.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles