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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

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

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

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles