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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

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

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles