How likely is AI to replace Animal Scientists?

Published research puts Animal Scientists at 45 out of 100 for AI displacement risk, in the transitioning band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.

Do researchers agree on the risk for Animal Scientists?

Only partly. Individual estimates for Animal Scientists run from 14 to 84 out of 100 across the 6 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.

Which research & science roles face similar AI exposure?

The closest published research & science roles to Animal Scientists by score are Bioinformatics Scientists (45/100), Chemists (45/100), and Materials Scientists (45/100). Each has its own page with the research behind its number.

Occupation baseline · Research consensus

Will AI replace Animal Scientists?

Transitioning

Baseline AI displacement risk for Animal Scientists, aggregated from 6 research sources.

What this score means

Animal Scientists sits in the middle of the exposure range for Research & Science. Routine parts of the job are starting to automate, but much of it still depends on judgment, relationships, and context that today's models handle poorly. At 45 out of 100 it scores 6 points above the Research & Science average of 39. Across the 6 sources behind this baseline, individual estimates run from 14 to 84, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Animal Scientists, most central first.

01Study nutritional requirements of animals and nutritive values of animal feed materials.
02Write up or orally communicate research findings to the scientific community, producers, and the public.
03Develop improved practices in feeding, housing, sanitation, or parasite and disease control of animals.
04Advise producers about improved products and techniques that could enhance their animal production efforts.
05Conduct research concerning animal nutrition, breeding, or management to improve products or processes.
06Study effects of management practices, processing methods, feed, or environmental conditions on quality and quantity of animal products, such as eggs and milk.
07Research and control animal selection and breeding practices to increase production efficiency and improve animal quality.
08Determine genetic composition of animal populations and heritability of traits, using principles of genetics.
09Crossbreed animals with existing strains or cross strains to obtain new combinations of desirable characteristics.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 6 research sources that scored Animal Scientists for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
03Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025International Labour Organization, Working Paper 140 (2025)
04Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
05GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
06AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)

Common questions

How likely is AI to replace Animal Scientists?: Published research puts Animal Scientists at 45 out of 100 for AI displacement risk, in the transitioning band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Animal Scientists?: Only partly. Individual estimates for Animal Scientists run from 14 to 84 out of 100 across the 6 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which research & science roles face similar AI exposure?: The closest published research & science roles to Animal Scientists by score are Bioinformatics Scientists (45/100), Chemists (45/100), and Materials Scientists (45/100). Each has its own page with the research behind its number.

Also covers

Animal Anatomist · Animal Behaviorist · Animal Biologist · Animal Geneticist · Animal Nutrition Consultant · Animal Nutritionist · Animal Scientist · Bacteriologist and related titles

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.