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Automation Risk Analysis

Will “Ranch Helper” be Automated?

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AI Exposure Risk

52%

“Ranch Helper” 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%

“Ranch Helper” 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

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

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

  • Protect herds from predators, using trained dogs.

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

  • 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.

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

  • 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.

  • Perform duties related to livestock reproduction, such as breeding animals within appropriate timeframes, performing artificial inseminations, and helping with animal births.

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles