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Automation Risk Analysis

Will “Milkman” be Automated?

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AI Exposure Risk

52%

“Milkman” 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%

“Milkman” 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

  • 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.

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

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

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

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

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

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

  • 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.

  • Protect herds from predators, using trained dogs.

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

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles