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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

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

  • 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.

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

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

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

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles