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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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles