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Automation Risk Analysis

Will “Dairy Husbandman” be Automated?

Historical Context: Oxford Study (2013)

Ranked #619 of 702. Estimated risk: 95.0%

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AI Exposure Risk

42%

“Dairy Husbandman” 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%

“Dairy Husbandman” 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

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

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

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

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

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

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

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

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

  • 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.

  • Examine animals to detect symptoms of illness or injury.

  • Exercise animals to keep them in healthy condition.

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

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

  • Maintain logs of semen specimens used and animals bred.

  • Exhibit animals at shows.

  • Clip or shear hair on animals.

  • Purchase and stock supplies of feed and medicines.

  • Bathe and groom animals.

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

  • Build hutches, pens, and fenced yards.

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