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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles