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Automation Risk Analysis

Will “Vaquero” be Automated?

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AI Exposure Risk

52%

“Vaquero” 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%

“Vaquero” 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.

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

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

  • 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.

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles