Will animal breeders be replaced by AI?
Updated
Animal breeders score 27 of 100 for AI exposure. 64% of their task time still needs a person. AI can do 7% today and speed up another 29%.
- 7% AI can do it
- 29% AI helps
- 64% Needs a person
Low exposure
Lower than 67% of the 923 occupations we scored.
Task by task
We graded 21 tasks, listed here from most to least exposed. AI can do 2 of them today, speeds up 6 and leaves 13 to people.
| Task | AI exposure |
|---|---|
| Maintain logs of semen specimens used and animals bred. Log keeping from records is routine digital work for AI. | 82% AI can do it |
| Adjust controls to maintain specific building temperatures required for animals' health and safety. Building software already sets temperatures; humans only review alarms. | 60% AI can do it |
| Purchase and stock supplies of feed and medicines. Inventory software and AI handle reorders; buyer approves choices. | 50% AI helps |
| Record animal characteristics such as weights, growth patterns, and diets. Software logs weights and growth; AI spots trends for review. | 50% AI helps |
| Select animals to be bred, and semen specimens to be used, according to knowledge of animals, genealogies, traits, and desired offspring characteristics. AI ranks pedigrees and genetic data; breeder makes final picks. | 45% AI helps |
| Arrange for sale of animals and eggs to hospitals, research centers, pet shops, and food processing plants. AI drafts buyer emails and tracks leads; relationships stay personal. | 45% AI helps |
| Package and label semen to be used for artificial insemination, recording information such as the date, source, quality, and concentration. AI can generate labels and records; packaging stays physical. | 35% AI helps |
| Examine semen microscopically to assess and record density and motility of gametes, and dilute semen with prescribed diluents, according to formulas. Software can read motility; lab handling and checks stay human. | 35% AI helps |
| Observe animals in heat to detect approach of estrus and exercise animals to induce or hasten estrus, if necessary. Watching animals for heat is physical; sensors help only slightly. | 15% Needs a person |
| Treat minor injuries and ailments and contact veterinarians to obtain treatment for animals with serious illnesses or injuries. Treating animals in person; AI only helps with vet contact. | 15% Needs a person |
Show the other 11 tasks
| Task | AI exposure |
|---|---|
| Feed and water animals, and clean and disinfect pens, cages, yards, and hutches. Physical feeding and pen cleaning needs a worker on site. | 12% Needs a person |
| Examine animals to detect symptoms of illness or injury. Physical exams need a person; AI adds only image screening. | 12% Needs a person |
| Measure specified amounts of semen into calibrated syringes, and insert syringes into inseminating guns. Measuring semen into syringes is precise lab handwork. | 10% Needs a person |
| Exhibit animals at shows. Showing animals needs live handling and judging in person. | 8% Needs a person |
| Build hutches, pens, and fenced yards. Building pens and fences is physical construction work. | 5% Needs a person |
| Exercise animals to keep them in healthy condition. Exercising live animals is physical work that remains beyond automation's reach. | 5% Needs a person |
| Brand, tattoo, or tag animals to allow animal identification. Tagging and branding are physical acts on live animals. | 4% Needs a person |
| Place vaccines in drinking water, inject vaccines, or dust air with vaccine powder to protect animals from diseases. Injecting and dosing animals is physical work for people. | 4% Needs a person |
| Inject prepared animal semen into female animals for breeding purposes, by inserting nozzle of syringe into vagina and depressing syringe plunger. Intravaginal insemination requires a person handling live animals. | 4% Needs a person |
| Clip or shear hair on animals. Shearing live animals is physical work needing skill. | 4% Needs a person |
| Bathe and groom animals. Bathing and grooming are physical tasks on live animals. | 3% Needs a person |
How animal breeders compare
All occupations (923)
Farming, fishing and forestry (12)
Pay and outlook in the US
- Median pay
- $51,130 a year, May 2025
- People employed
- 1,330 in the US, May 2025
- Projected change in jobs
- +3.0% from 2024 to 2034
Skills to build
- Perform intravaginal insemination with prepared semen
- Select breeding pairs from pedigree and genetic data
- Keep semen and breeding logs in Microsoft Excel
- Review building temperature alarms and set climate controls
- Build sale relationships with research centers and pet shops
- Prepare buyer paperwork in Microsoft Word and Adobe Acrobat
Safer roles nearby
5 related occupations with lower scores.
Questions about animal breeders and AI
Will AI replace animal breeders?
Partly. About 2 in 10 working hours go to tasks AI can already do, mostly semen and breeding log keeping and building temperature control. Physical work on live animals, such as insemination, vaccination and shearing, stays with people.
Which tasks is AI taking over for animal breeders?
Log keeping leads, with an exposure score of 82 for maintaining logs of semen specimens and animals bred, because it is routine digital work from records. Building temperature control scores 60, since software already sets temperatures and people only review alarms. Feed and medicine reordering scores 50, and AI handles the reorders while the buyer approves choices.
Which tasks stay human for animal breeders?
Physical handling of live animals stays human, with exposure scores of 4 or lower for insemination, vaccination, shearing and tagging. Each task needs a person working directly with the animal's body, which is why most of the 64 percent of task weight in this job stays with people.
How can animal breeders stay valuable?
Keep hands on insemination and vaccination, since software can not perform them on live animals. Check AI pedigree rankings against the animal in front of you before making the final breeding pick. Build sale relationships with research centers and pet shops, where people still close deals. Learn to review alarm logs in building climate software.
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