medium risk

Animal Breeders

Also known as: Animal Breeder, Animal Husbandman, Animal Husbandry Technician, Animal Technician, Artificial Insemination Technician (AI Technician), Artificial Inseminator, Aviculturist, Bee Breeder, Breeder, Breeding Manager

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.

Higher risk than 30% of occupations

AI Impact Summary

Animal Breeders faces moderate AI displacement risk with a score of 35/100. This occupation has higher AI displacement risk than 30% of all analyzed occupations. Of 24 analyzed tasks, 5 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable

AI-Resistant

AI-Augmented

AI-Vulnerable

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

+14 more skills

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma86%

Some College6%

Post-Secondary Certificate4%

Bachelor's Degree3%

Master's Degree1%

Prior Experience Needed

Work experience required to enter this job

None12%

3-6 months24%

6 months - 1 year12%

1-2 years47%

2-4 years4%

4-6 years1%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month21%

1-3 months6%

3-6 months52%

6 months - 1 year1%

1-2 years19%

2-4 years1%

How AI Impacts Each Task

24 tasks analyzed

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

Risk: 45.0%AI: 30Time: 15%

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

Risk: 51.0%AI: 60Time: 8%

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

Risk: 21.0%AI: 15Time: 4%

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

Risk: 11.0%AI: 5Time: 5%

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

Risk: 13.0%AI: 10Time: 4%

Task	AI Capability	Risk	Time %
Feed and water animals, and clean and disinfect pens, cages, yards, and hutches.	30	45.0%	15%
Observe animals in heat to detect approach of estrus and exercise animals to induce or hasten estrus, if necessary.	60	51.0%	8%
Arrange for sale of animals and eggs to hospitals, research centers, pet shops, and food processing plants.	15	21.0%	4%
Treat minor injuries and ailments and contact veterinarians to obtain treatment for animals with serious illnesses or injuries.	5	11.0%	5%
Place vaccines in drinking water, inject vaccines, or dust air with vaccine powder to protect animals from diseases.	10	13.0%	4%

Protective Factors

Total protective discount: 19.8%

Essential Soft Skills

Traits that are hard for AI to replicate

DependabilityIntegrityAttention to DetailIndependenceSelf ControlCooperationInitiativeConcern for OthersAdaptability/FlexibilityPersistenceStress ToleranceLeadership