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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

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

  • 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.

  • Protect herds from predators, using trained dogs.

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

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

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

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

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

  • 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.

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles