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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

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

  • Purchase and stock supplies of feed and medicines.

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

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

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

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

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

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

  • Maintain logs of semen specimens used and animals bred.

  • Exercise animals to keep them in healthy condition.

  • Bathe and groom animals.

  • Clip or shear hair on animals.

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

  • Exhibit animals at shows.

  • Build hutches, pens, and fenced yards.

  • Examine animals to detect symptoms of illness or injury.

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

  • 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.

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

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

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