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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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

Technologies & Software

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

Alternative Job Titles