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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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles