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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

  • 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.

Technologies & Software

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

Alternative Job Titles