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Automation Risk Analysis

Will “Bee Robber” be Automated?

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AI Exposure Risk

52%

“Bee Robber” 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 Robber” 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

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

  • Protect herds from predators, using trained dogs.

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles