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Automation Risk Analysis

Will “Bee Keeper” be Automated?

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AI Exposure Risk

52%

“Bee Keeper” 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%

“Bee Keeper” 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.

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles