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Automation Risk Analysis

Will “Beekeeper” be Automated?

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AI Exposure Risk

52%

“Beekeeper” 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%

“Beekeeper” 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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles