Skip to main content
Menu

JOB REPORT / 19-1011 · 9 TASKS

Animal Scientists.

Can AI do the work of Animal Scientists?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

Drag the dot. There’s no wrong answer; it starts at our estimate.

Starting pointOur estimate

The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

  • Determine genetic composition of animal populations and heritability…
  • Write up or orally communicate research findings to…
  • Conduct research concerning animal nutrition, breeding, or management…

Your free lesson plan builds the skills that keep you ahead of AI.

A free set of short lessons, about 20 minutes each, at your own pace. No payment, no experience needed.

WHAT WE LOOKED AT

Your job, task by task.

9 of 9 tasks reviewed

We went through all 9 core tasks in this job, one at a time.

Task by task, from the work Animal Scientists actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. TASK 01

    Determine genetic composition of animal populations and heritability of traits, using principles of genetics.

    AI DOES

    Analyzes genomic datasets, runs heritability models, and flags patterns in population genetics data

    YOU DO

    Judge whether biological context makes the numbers trustworthy and decide what they mean for real animals

  2. TASK 02

    Write up or orally communicate research findings to the scientific community, producers, and the public.

    AI DOES

    Drafts reports, polishes writing, and simplifies complex findings for different audiences

    YOU DO

    Verify accuracy of scientific claims and build trust with your audience

  3. TASK 03

    Conduct research concerning animal nutrition, breeding, or management to improve products or processes.

    AI DOES

    Searches research literature, analyzes datasets, and drafts research summaries

    YOU DO

    Design experiments, handle animals, and interpret results with real-world context

  4. TASK 04

    Study effects of management practices, processing methods, feed, or environmental conditions on quality and quantity of animal products, such as eggs and milk.

    AI DOES

    Searches research literature, finds patterns in experimental data, and drafts reports

    YOU DO

    Design experiments, collect physical samples, and judge real-world animal conditions

  5. TASK 05

    Develop improved practices in feeding, housing, sanitation, or parasite and disease control of animals.

    AI DOES

    Searches research, summarizes best practices, and drafts protocol documents

    YOU DO

    Observe animals directly and test changes in real barn or field conditions

  6. TASK 06

    Research and control animal selection and breeding practices to increase production efficiency and improve animal quality.

    AI DOES

    Analyzes genetic data, models breeding outcomes, and spots trends in production records

    YOU DO

    Combine field observation with data to make final breeding calls

  7. TASK 07

    Crossbreed animals with existing strains or cross strains to obtain new combinations of desirable characteristics.

    AI DOES

    Analyzes genetic data and models likely trait combinations before breeding decisions are made

    YOU DO

    Handle the animals, observe real-world traits, and make judgment calls about which combinations to pursue

  8. TASK 08SOURCE-BACKED TASK

    Study nutritional requirements of animals and nutritive values of animal feed materials.

    AI DOES

    Analyzes feed composition and calculates nutritional ratios

    YOU DO

    Interpret results for specific animal needs

    About this analysis

    0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  9. TASK 09SOURCE-BACKED TASK

    Advise producers about improved products and techniques that could enhance their animal production efforts.

    AI DOES

    Analyzes production data and suggests improvement options

    YOU DO

    Judge what fits each farm's reality

    About this analysis

    0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

START LEARNING AI

Practice AI.
Use your judgment.

There are 9 short lessons for this job, about 15 minutes each. Each one starts from a task above and teaches the part that stays with you.

Try a free lesson
Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.

Task collaboration data is from the Anthropic Economic Index, release 2025-03-27, used under the CC BY 4.0 license. Anthropic has not reviewed or endorsed this page.

How we describe AI use in each task is our own characterization, not a measurement of whether AI can replace this job. Microsoft note that their metrics "should not be misconstrued or misrepresented as measuring the ability of AI to replace jobs," and that there is more to an occupation than the sum of its tasks.