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Automation Risk Analysis

Will “Large Herd Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #619 of 702. Estimated risk: 95.0%

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AI Exposure Risk

42%

“Large Herd Specialist” 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%

“Large Herd Specialist” 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

  • Maintain logs of semen specimens used and animals bred.

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

  • Bathe and groom animals.

  • Exercise animals to keep them in healthy condition.

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

  • Exhibit animals at shows.

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

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

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

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

  • Build hutches, pens, and fenced yards.

  • 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.

  • Purchase and stock supplies of feed and medicines.

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

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

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

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

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

  • Clip or shear hair on animals.

  • Examine animals to detect symptoms of illness or injury.

Technologies & Software

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  • Taranis AI
  • Microsoft Access
  • Blue River Technology AI
  • Microsoft Windows
  • Breedtrak
  • Microsoft Word
  • John Deere AI
  • Respondus
  • VSN International GenStat
  • Microsoft Internet Explorer
  • Reudink Software ZooEasy
  • Microsoft Excel
  • Climate FieldView
  • Adobe InDesign
  • Winners Programs BirdStud
  • Questionmark Perception
  • Microsoft Office software
  • KinTraks
  • Email software
  • Adobe Illustrator
  • Adobe Photoshop
  • Adobe Acrobat
  • Microsoft SharePoint
  • Microsoft Outlook
  • Adobe Creative Cloud software
  • Laboratory water baths
  • Animal vaccination syringes
  • Desktop computers
  • Animal pregnancy testing kits
  • Hormone testing kits
  • Horse breeding chutes
  • Birth alarms
  • Animal blood collection syringes
  • Lethal injection equipment
  • Computer laser printers
  • Handheld computers
  • Semen collection containers
  • Branding equipment
  • Stage warmers
  • Compact digital cameras
  • Personal computers
  • Laboratory benchtop centrifuges
  • Spectroscopes
  • Automatic watering devices
  • Artificial insemination syringes
  • Automated feed batch mixers
  • Laptop computers
  • DNA typing kits
  • Dehorners
  • Laboratory binocular microscopes
  • Lead radiology aprons
  • Submersible stock tank heaters
  • Tattoo equipment
  • Agar plates
  • Laser facsimile machines
  • Liquid nitrogen storage tank
  • Ear tagging equipment
  • Animal blood analyzers
  • Mechanical laboratory incubators
  • Microchip scanners
  • External ultrasound units
  • Livestock restraint treatment stalls
  • Artificial vaginas
  • Sperm counters
  • Dummy mares
  • Ovulation prediction monitors
  • Laboratory dropping pipettes
  • Semen collection kits
  • Densimeters