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Automation Risk Analysis

Will “Mustanger” be Automated?

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AI Exposure Risk

52%

“Mustanger” 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%

“Mustanger” 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.

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

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

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

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

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

  • 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.

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles