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Automation Risk Analysis

Will “Dairy Hand” be Automated?

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AI Exposure Risk

52%

“Dairy Hand” 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%

“Dairy Hand” 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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

Technologies & Software

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

Alternative Job Titles