Farming & Forestry · SOC 45-2021
Breeding decisions require hands-on animal observation and biological judgment that remains well beyond current AI.
Hands-on, interpersonal or high-stakes work AI struggles to replace.
Timeline: Genomic selection software assists breeding decisions, but the hands-on reproductive procedures and daily animal care keep this role predominantly manual for the foreseeable 10+ years.
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Farming & Forestry
$49,210 median pay
$53,900 median pay
$43,680 median pay
$59,330 median pay
$42,580 median pay
AI job-risk card
Animal Breeders is resilient on AIFear. Hands-on, interpersonal or high-stakes work AI struggles to replace.
AIFear.com
Our AI Fear Score for Animal Breeders is 22/100 (Resilient). Hands-on, interpersonal or high-stakes work AI struggles to replace.
22 out of 100, based on an AI-model review of this occupation's O*NET tasks against what current AI can actually do.
Most exposed: Recording animal weights, growth patterns, and diets, Packaging and labeling semen with documentation, Analyzing semen density and motility data. Harder to automate: Detecting estrus and timing breeding procedures, Feeding, cleaning, and physically caring for animals, Treating minor injuries and assessing animal health, Purchasing and managing feed and medical supplies.
Lean into Animal reproductive physiology, Livestock health assessment, Genetic record management, Veterinary assistance. Consider roles such as Livestock manager or Veterinary technician or Animal husbandry specialist.
Tasks, skills and AI-exposure for this role were reviewed by an AI model against its O*NET task profile (curated roles use published research anchors). Pay and employment, where shown, are U.S. BLS OEWS (May 2024) figures. This is an estimate, not a prediction about any individual's job. Compare all occupations.