Animal Scientists
Conduct research in the genetics, nutrition, reproduction, growth, and development of domestic farm animals.
How AI Impacts Each Task
9 tasks analyzed
Study nutritional requirements of animals and nutritive values of animal feed materials.
Advise producers about improved products and techniques that could enhance their animal production efforts.
Develop improved practices in feeding, housing, sanitation, or parasite and disease control of animals.
Write up or orally communicate research findings to the scientific community, producers, and the public.
Study effects of management practices, processing methods, feed, or environmental conditions on quality and quantity of animal products, such as eggs and milk.
Conduct research concerning animal nutrition, breeding, or management to improve products or processes.
Research and control animal selection and breeding practices to increase production efficiency and improve animal quality.
Determine genetic composition of animal populations and heritability of traits, using principles of genetics.
Crossbreed animals with existing strains or cross strains to obtain new combinations of desirable characteristics.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Study nutritional requirements of animals and nutritive values of animal feed materials. | 60.8Observed | 51.3% | 15% | |
| Advise producers about improved products and techniques that could enhance their animal production efforts. | 67Observed | 41.8% | 12% | |
| Develop improved practices in feeding, housing, sanitation, or parasite and disease control of animals. | 40Estimated | 43.0% | 15% | |
| Write up or orally communicate research findings to the scientific community, producers, and the public. | 60Estimated | 39.0% | 12% | |
| Study effects of management practices, processing methods, feed, or environmental conditions on quality and quantity of animal products, such as eggs and milk. | 50Estimated | 47.0% | 12% | |
| Conduct research concerning animal nutrition, breeding, or management to improve products or processes. | 50Estimated | 47.0% | 12% | |
| Research and control animal selection and breeding practices to increase production efficiency and improve animal quality. | 70Estimated | 55.0% | 8% | |
| Determine genetic composition of animal populations and heritability of traits, using principles of genetics. | 59.72Observed | 50.9% | 8% | |
| Crossbreed animals with existing strains or cross strains to obtain new combinations of desirable characteristics. | 10Estimated | 13.0% | 6% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
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)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness 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.
Recommended Courses
Courses matched to Animal Scientists 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
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Alternate Career Paths
See all transitionsAgricultural Sciences Teachers, Postsecondary
32%Median salary: $86,350
Higher risk than 48% of other occupations
Agricultural Workers, All Other
Carpenters
Environmental Science Teachers, Postsecondary
32%Median salary: $87,710
Higher risk than 52% of other occupations
Fallers
24%Higher risk than 17% of other occupations
Farm and Home Management Advisors
29%Median salary: $58,120
Higher risk than 33% of other occupations
Food Scientists and Technologists
37%Median salary: $85,310
Higher risk than 72% of other occupations
Forestry and Conservation Science Teachers, Postsecondary
32%Median salary: $100,830
Higher risk than 53% of other occupations
Geneticists
30%Median salary: $93,330
Higher risk than 41% of other occupations
Log Graders and Scalers
46%Higher risk than 93% of other occupations
Logging Equipment Operators
20%Higher risk than 7% of other occupations
Logging Workers, All Other
Microbiologists
29%Median salary: $87,330
Higher risk than 34% of other occupations
Range Managers
25%Median salary: $67,950
Higher risk than 18% of other occupations
Soil and Water Conservationists
32%Median salary: $67,950
Higher risk than 50% of other occupations
Zoologists and Wildlife Biologists
29%Median salary: $72,860
Higher risk than 31% of other occupations
Score History
Risk score over 3 scoring runs
overall change
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
Related News
Recent articles about AI affecting this occupation
Zoetis CEO: AI is Transforming Animal Health Care Jobs
Kristin Peck outlined how artificial intelligence is reshaping veterinary care and animal health innovation. The shift signals a growing need for tech-fluent workers in an industry traditionally insulated from digital disruption.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis