Animal Breeders
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.
AI Impact Summary
Animal Breeders faces moderate AI displacement risk with a score of 32/100. This occupation has higher AI displacement risk than 53% of all analyzed occupations. Of 24 analyzed tasks, 4 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 Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Animal Breeders skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Google UX Design Professional Certificate
by Google
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
24 tasks analyzed
Feed and water animals, and clean and disinfect pens, cages, yards, and hutches.
Observe animals in heat to detect approach of estrus and exercise animals to induce or hasten estrus, if necessary.
Place vaccines in drinking water, inject vaccines, or dust air with vaccine powder to protect animals from diseases.
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.
Purchase and stock supplies of feed and medicines.
Bathe and groom animals.
Select animals to be bred, and semen specimens to be used, according to knowledge of animals, genealogies, traits, and desired offspring characteristics.
Examine animals to detect symptoms of illness or injury.
Exercise animals to keep them in healthy condition.
Adjust controls to maintain specific building temperatures required for animals' health and safety.
Build hutches, pens, and fenced yards.
Maintain logs of semen specimens used and animals bred.
Record animal characteristics such as weights, growth patterns, and diets.
Brand, tattoo, or tag animals to allow animal identification.
Inject prepared animal semen into female animals for breeding purposes, by inserting nozzle of syringe into vagina and depressing syringe plunger.
Prepare containers of semen for freezing and storage or shipment, placing them in dry ice or liquid nitrogen.
Clip or shear hair on animals.
Attach rubber collecting sheaths to genitals of tethered bull and stimulate animal's organ to induce ejaculation.
Package and label semen to be used for artificial insemination, recording information such as the date, source, quality, and concentration.
Exhibit animals at shows.
Measure specified amounts of semen into calibrated syringes, and insert syringes into inseminating guns.
Perform procedures such as animal dehorning or castration.
Examine semen microscopically to assess and record density and motility of gametes, and dilute semen with prescribed diluents, according to formulas.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Feed and water animals, and clean and disinfect pens, cages, yards, and hutches. | 20Estimated | 41.0% | 17% | |
| Observe animals in heat to detect approach of estrus and exercise animals to induce or hasten estrus, if necessary. | 45Estimated | 45.0% | 5% | |
| Place vaccines in drinking water, inject vaccines, or dust air with vaccine powder to protect animals from diseases. | 35Estimated | 47.0% | 3% | |
| Arrange for sale of animals and eggs to hospitals, research centers, pet shops, and food processing plants. | 45Estimated | 33.0% | 3% | |
| Treat minor injuries and ailments and contact veterinarians to obtain treatment for animals with serious illnesses or injuries. | 10Estimated | 13.0% | 4% | |
| Purchase and stock supplies of feed and medicines. | 92Estimated | 86.0% | 3% | |
| Bathe and groom animals. | 10Estimated | 13.0% | 5% | |
| Select animals to be bred, and semen specimens to be used, according to knowledge of animals, genealogies, traits, and desired offspring characteristics. | 70Estimated | 55.0% | 7% | |
| Examine animals to detect symptoms of illness or injury. | 60Estimated | 51.0% | 7% | |
| Exercise animals to keep them in healthy condition. | 10Estimated | 13.0% | 5% | |
| Adjust controls to maintain specific building temperatures required for animals' health and safety. | 90Estimated | 69.0% | 2% | |
| Build hutches, pens, and fenced yards. | 10Estimated | 13.0% | 3% | |
| Maintain logs of semen specimens used and animals bred. | 92Estimated | 86.0% | 4% | |
| Record animal characteristics such as weights, growth patterns, and diets. | 92Estimated | 86.0% | 5% | |
| Brand, tattoo, or tag animals to allow animal identification. | 35Estimated | 47.0% | 3% | |
| Inject prepared animal semen into female animals for breeding purposes, by inserting nozzle of syringe into vagina and depressing syringe plunger. | 10Estimated | 13.0% | 4% | |
| Prepare containers of semen for freezing and storage or shipment, placing them in dry ice or liquid nitrogen. | 45Estimated | 51.0% | 2% | |
| Clip or shear hair on animals. | 10Estimated | 13.0% | 3% | |
| Attach rubber collecting sheaths to genitals of tethered bull and stimulate animal's organ to induce ejaculation. | 10Estimated | 13.0% | 2% | |
| Package and label semen to be used for artificial insemination, recording information such as the date, source, quality, and concentration. | 87Estimated | 84.0% | 3% | |
| Exhibit animals at shows. | 10Estimated | 19.0% | 3% | |
| Measure specified amounts of semen into calibrated syringes, and insert syringes into inseminating guns. | 65Estimated | 59.0% | 2% | |
| Perform procedures such as animal dehorning or castration. | 10Estimated | 13.0% | 2% | |
| Examine semen microscopically to assess and record density and motility of gametes, and dilute semen with prescribed diluents, according to formulas. | 85Estimated | 61.0% | 3% |
Protective Factors
Total protective discount: 24.6%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$52,000
per year
Mean Wage
$56,150
per year
Employment
2K
workers
Wage Range
$37,130 - $89,970
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Animal Breeders professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Reading Comprehension
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 3 scoring runs
overall change