Will AI replace Animal Breeders?

AI can do 12% of the work Animal Breeders do at least twice as fast. Real use has not caught up: none of their tasks show up in real AI use yet, but AI could speed up 3 of them. Robots can technically handle 7 physical tasks. 11 still need a person.

AI is already doing this0 · 0% of time

People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.

  • Real AI use has not reached any of this job's tasks yet.

AI could do this next3 · 12% of time

AI can speed these up by at least half, but real use has not caught up yet. These are next in line.

  • Record animal characteristics such as weights, growth patterns, and diets.5% of time
  • Arrange for sale of animals and eggs to hospitals, research centers, pet shops, and food processing plants.5% of time
  • Maintain logs of semen specimens used and animals bred.2% of time

Robots can technically do this7 · 45% of time

Physical tasks that today's robots can perform in at least some settings. Robots are cost competitive for very few tasks so far, so this change moves slower.

  • Feed and water animals, and clean and disinfect pens, cages, yards, and hutches.Robots: structured workplaces33% of time
  • Purchase and stock supplies of feed and medicines.Robots: structured workplaces4% of time
  • Exercise animals to keep them in healthy condition.Robots: purpose built settings4% of time
  • Package and label semen to be used for artificial insemination, recording information such as the date, source, quality, and concentration.Robots: purpose built settings1% of time
  • Measure specified amounts of semen into calibrated syringes, and insert syringes into inseminating guns.Robots: purpose built settings1% of time
  • Adjust controls to maintain specific building temperatures required for animals' health and safety.Robots: structured workplaces1% of time
  • Examine semen microscopically to assess and record density and motility of gametes, and dilute semen with prescribed diluents, according to formulas.Robots: purpose built settings1% of time

Still needs a person11 · 43% of time

No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.

  • Examine animals to detect symptoms of illness or injury.7% of time
  • Observe animals in heat to detect approach of estrus and exercise animals to induce or hasten estrus, if necessary.7% of time
  • Select animals to be bred, and semen specimens to be used, according to knowledge of animals, genealogies, traits, and desired offspring characteristics.5% of time
  • Treat minor injuries and ailments and contact veterinarians to obtain treatment for animals with serious illnesses or injuries.5% of time
  • Build hutches, pens, and fenced yards.5% of time
  • Inject prepared animal semen into female animals for breeding purposes, by inserting nozzle of syringe into vagina and depressing syringe plunger.4% of time
  • Bathe and groom animals.4% of time
  • Place vaccines in drinking water, inject vaccines, or dust air with vaccine powder to protect animals from diseases.2% of time
  • Exhibit animals at shows.2% of time
  • Clip or shear hair on animals.1% of time
  • Brand, tattoo, or tag animals to allow animal identification.1% of time

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What this means

Little of this work suits AI. The bigger change here is robots: today's robots can technically do 50% of the working time, though they are rarely cheap enough to replace people yet.

What to do next

  • Get ahead on the 3 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 7 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 11 tasks that stay human. This is where your judgment, skill and relationships matter most.

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