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Automation Risk Analysis

Will “Bee Breeder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #619 of 702. Estimated risk: 95.0%

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AI Exposure Risk

42%

“Bee Breeder” will probably not 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 42% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

42%

“Bee Breeder” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 42% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Animal Breeders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Select and breed animals according to their genealogy, characteristics, and offspring. May require knowledge of artificial insemination techniques and equipment use. May involve keeping records on heats, birth intervals, or pedigree.

Avg. Annual Salary $56,150
Avg. Hourly Wage $27.00
Available Jobs (US) 1,730
Job Title & Hierarchy Code (SOC) Animal Breeders #45-2021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Animal Breeders”

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Core Skills & Abilities

  • Select animals to be bred, and semen specimens to be used, according to knowledge of animals, genealogies, traits, and desired offspring characteristics.

  • Examine animals to detect symptoms of illness or injury.

  • Observe animals in heat to detect approach of estrus and exercise animals to induce or hasten estrus, if necessary.

  • Measure specified amounts of semen into calibrated syringes, and insert syringes into inseminating guns.

  • Maintain logs of semen specimens used and animals bred.

  • Exercise animals to keep them in healthy condition.

  • Purchase and stock supplies of feed and medicines.

  • Build hutches, pens, and fenced yards.

  • Feed and water animals, and clean and disinfect pens, cages, yards, and hutches.

  • Examine semen microscopically to assess and record density and motility of gametes, and dilute semen with prescribed diluents, according to formulas.

  • Bathe and groom animals.

  • Record animal characteristics such as weights, growth patterns, and diets.

  • Brand, tattoo, or tag animals to allow animal identification.

  • Adjust controls to maintain specific building temperatures required for animals' health and safety.

  • Package and label semen to be used for artificial insemination, recording information such as the date, source, quality, and concentration.

  • Exhibit animals at shows.

  • Inject prepared animal semen into female animals for breeding purposes, by inserting nozzle of syringe into vagina and depressing syringe plunger.

  • Clip or shear hair on animals.

  • Place vaccines in drinking water, inject vaccines, or dust air with vaccine powder to protect animals from diseases.

  • Treat minor injuries and ailments and contact veterinarians to obtain treatment for animals with serious illnesses or injuries.

  • Arrange for sale of animals and eggs to hospitals, research centers, pet shops, and food processing plants.

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  • Horse breeding chutes
  • Lethal injection equipment
  • Laboratory dropping pipettes
  • Densimeters
  • Laboratory water baths
  • Branding equipment
  • Mechanical laboratory incubators
  • Animal blood analyzers
  • Artificial vaginas
  • Animal vaccination syringes
  • Handheld computers
  • Submersible stock tank heaters
  • Laptop computers
  • Liquid nitrogen storage tank
  • Automatic watering devices
  • Laboratory binocular microscopes
  • Animal blood collection syringes
  • Birth alarms
  • Dummy mares
  • Hormone testing kits
  • Animal pregnancy testing kits
  • Personal computers
  • Microchip scanners
  • Stage warmers
  • Artificial insemination syringes
  • Ear tagging equipment
  • Semen collection containers
  • Sperm counters
  • Laser facsimile machines
  • Livestock restraint treatment stalls
  • DNA typing kits
  • Agar plates
  • Laboratory benchtop centrifuges
  • Dehorners
  • Tattoo equipment
  • Automated feed batch mixers
  • External ultrasound units
  • Semen collection kits
  • Spectroscopes
  • Compact digital cameras
  • Ovulation prediction monitors
  • Lead radiology aprons
  • Desktop computers
  • Computer laser printers