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Automation Risk Analysis

Will “Milk Bottler” be Automated?

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AI Exposure Risk

52%

“Milk Bottler” 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%

“Milk Bottler” 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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles