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Automation Risk Analysis

Will “Wrangler” be Automated?

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AI Exposure Risk

52%

“Wrangler” 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%

“Wrangler” 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

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

  • Protect herds from predators, using trained dogs.

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles