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Automation Risk Analysis

Will “Dairyman” be Automated?

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AI Exposure Risk

52%

“Dairyman” 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%

“Dairyman” 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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles