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Automation Risk Analysis

Will “Field Hauler” be Automated?

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AI Exposure Risk

52%

“Field Hauler” 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%

“Field Hauler” 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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles