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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

  • 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.

  • Protect herds from predators, using trained dogs.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles