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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

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

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

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

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles