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Automation Risk Analysis

Will “Bottler” be Automated?

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AI Exposure Risk

52%

“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%

“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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

Alternative Job Titles