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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

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

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

  • Protect herds from predators, using trained dogs.

  • 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.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles