Will animal scientists be replaced by AI?
Updated
Animal scientists score 48 out of 100 for AI exposure. AI helps with 96% of their task time, and they stay in charge. The other 4% needs a person.
- 96% AI helps
- 4% Needs a person
Moderate exposure
Higher than 70% of the 923 jobs we scored.
Task by task
We graded 9 tasks, most exposed first. AI can't fully do any of them yet. It helps with 8 and leaves 1 to people.
| Task | AI exposure |
|---|---|
| Write up or orally communicate research findings to the scientific community, producers, and the public. AI drafts papers and reports well; oral talks and outreach stay human. | 60% AI helps |
| Determine genetic composition of animal populations and heritability of traits, using principles of genetics. Statistical genetics and heritability estimation are code-heavy and AI-assisted. | 55% AI helps |
| Study nutritional requirements of animals and nutritive values of animal feed materials. AI speeds feed literature review and ration calculations; lab sampling stays manual. | 45% AI helps |
| Study effects of management practices, processing methods, feed, or environmental conditions on quality and quantity of animal products, such as eggs and milk. AI can analyze production data; collecting quality samples needs people. | 40% AI helps |
| Develop improved practices in feeding, housing, sanitation, or parasite and disease control of animals. AI can help design protocols; on-farm trials need people present. | 35% AI helps |
| Conduct research concerning animal nutrition, breeding, or management to improve products or processes. AI aids experimental design and analysis; animal and lab work stays hands-on. | 35% AI helps |
| Research and control animal selection and breeding practices to increase production efficiency and improve animal quality. AI supports selection indices and planning; breeding decisions stay with specialists. | 35% AI helps |
| Advise producers about improved products and techniques that could enhance their animal production efforts. AI can prepare advice materials; producer consultations remain interpersonal. | 30% AI helps |
| Crossbreed animals with existing strains or cross strains to obtain new combinations of desirable characteristics. Physical mating and handling of live animals is done by people. | 8% Needs a person |
How animal scientists compare
All jobs (923)
Life, physical and social science (60)
Pay and outlook in the US
- Median pay
- $68,940 a year, May 2025
- People employed
- 3,100 in the US, May 2025
- Projected change in jobs
- +5.8% from 2024 to 2034
Skills to build
- Run heritability estimation and genetic evaluation in SAS
- Build ration formulations and feed calculations in Microsoft Excel
- Design on-farm trials with producers and veterinarians
- Query herd and trial records using Structured query language SQL
- Present findings to producers in Microsoft PowerPoint
Safer roles nearby
5 related jobs with lower scores.
Questions about animal scientists and AI
Will AI replace animal scientists?
Partly. About 4 in 10 working hours go to tasks AI can already do, mostly writing up research findings and statistical genetics. Breeding decisions, animal handling, and on-farm trials stay with people.
Which tasks are AI taking over for animal scientists?
Writing up findings has the highest exposure score at 60, because AI drafts papers and reports well. Estimating heritability follows at 55, since statistical genetics is code-heavy and AI assists the analysis. Nutrition studies at 45 also shift, as AI speeds feed literature review and ration calculations.
Which tasks stay human for animal scientists?
Crossbreeding has the lowest exposure score at 8, because physical mating and handling live animals needs a person. Producer consultations score 30 and remain interpersonal. Collecting egg and milk quality samples also stays manual, so the people doing it keep their work.
How can animal scientists stay valuable as AI spreads?
Take responsibility for the statistical genetics pipeline in SAS, since heritability work is code-heavy. Keep on-farm trials and animal handling in your hands. Pair feed ration calculations in Excel with lab sampling you run yourself, and explain results to producers in person.
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