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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

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

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

  • 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.

  • 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.

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

  • Protect herds from predators, using trained dogs.

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

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles