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Automation Risk Analysis

Will “Milker” be Automated?

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AI Exposure Risk

52%

“Milker” 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%

“Milker” 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.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles