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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

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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

Technologies & Software

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

Alternative Job Titles