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Automation Risk Analysis

Will “Rancher” be Automated?

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AI Exposure Risk

52%

“Rancher” 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%

“Rancher” 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

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

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

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

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

  • 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.

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

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

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

  • Protect herds from predators, using trained dogs.

  • 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.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles