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Automation Risk Analysis

Will “Mule Teamster” be Automated?

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AI Exposure Risk

52%

“Mule Teamster” 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%

“Mule Teamster” 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

  • 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.

  • 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.

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

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

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

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

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

  • 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.

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles