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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

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

  • 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.

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles