Will zoologists be replaced by AI?
Updated
Zoologists score 47 out of 100 for AI exposure. AI helps with 89% of their task time, and they stay in charge. The other 11% needs a person.
- 89% AI helps
- 11% Needs a person
Moderate exposure
Higher than 67% of the 923 jobs we scored.
Task by task
We graded 14 tasks, most exposed first. AI can't fully do any of them yet. It helps with 11 and leaves 3 to people.
| Task | AI exposure |
|---|---|
| Conduct literature reviews. AI searches and summarizes papers well; critical appraisal needs review. | 70% AI helps |
| Disseminate information by writing reports and scientific papers or journal articles, and by making presentations and giving talks for schools, clubs, interest groups and park interpretive programs. Writing reports and papers suits AI drafting; talks need a person. | 65% AI helps |
| Inform and respond to public regarding wildlife and conservation issues, such as plant identification, hunting ordinances, and nuisance wildlife. AI can draft public answers and ID help; staff verify. | 50% AI helps |
| Study characteristics of animals, such as origin, interrelationships, classification, life histories, diseases, development, genetics, and distribution. Trait data and literature analysis lean on AI; fieldwork stays human. | 40% AI helps |
| Analyze characteristics of animals to identify and classify them. Image and sound ID tools help; handling specimens needs a person. | 40% AI helps |
| Develop, or make recommendations on, management systems and plans for wildlife populations and habitat, consulting with stakeholders and the public at large to explore options. Drafting plan options is text work; stakeholder meetings stay human. | 35% AI helps |
| Inventory or estimate plant and wildlife populations. Field counts need people; AI speeds image and data analysis. | 30% AI helps |
| Perform administrative duties, such as fundraising, public relations, budgeting, and supervision of zoo staff. AI aids budgets and PR drafts; people lead fundraising and staff. | 30% AI helps |
| Check for, and ensure compliance with, environmental laws, and notify law enforcement when violations are identified. Document review is AI friendly; inspections and enforcement need people. | 30% AI helps |
| Study animals in their natural habitats, assessing effects of environment and industry on animals, interpreting findings and recommending alternative operating conditions for industry. Habitat observation is in person; AI aids analysis and reporting. | 25% AI helps |
Show the other 4 tasks
| Task | AI exposure |
|---|---|
| Coordinate preventive programs to control the outbreak of wildlife diseases. Planning documents can use AI; outbreak response is field work. | 25% AI helps |
| Organize and conduct experimental studies with live animals in controlled or natural surroundings. Live animal experiments need hands on care and monitoring. | 10% Needs a person |
| Prepare collections of preserved specimens or microscopic slides for species identification and study of development or disease. Preparing specimens and slides is hands on physical work. | 10% Needs a person |
| Collect and dissect animal specimens and examine specimens under microscope. Dissection and microscope work are hands on; AI adds little. | 8% Needs a person |
How zoologists compare
All jobs (923)
Life, physical and social science (60)
Pay and outlook in the US
- Median pay
- $76,780 a year, May 2025
- People employed
- 18,120 in the US, May 2025
- Projected change in jobs
- +3.6% from 2024 to 2034
Skills to build
- Run species distribution models in ESRI ArcGIS software
- Analyze trait and population data in R or Python
- Hold field survey permits and handle specimens under agency protocols
- Write habitat management plans in Microsoft Word and Excel
- Present findings to stakeholders and park interpretive audiences in PowerPoint
Safer roles nearby
5 related jobs with lower scores.
Questions about zoologists and AI
Will AI replace zoologists?
Partly. About 4 in 10 working hours of a zoologist's job go to tasks AI can already do, mostly literature reviews and report writing. Fieldwork, specimen handling, live animal studies and stakeholder meetings stay with people, and those tasks carry 11% of the task weight.
Which zoologist tasks is AI taking over?
Literature reviews carry the highest exposure score at 70, because AI searches and summarizes papers well. Drafting reports and papers, with an exposure score of 65, is the second area, and AI can also draft public answers about wildlife questions.
Which zoologist tasks stay human?
Collecting and dissecting specimens, running live animal experiments and preparing preserved collections all score 10 or below on exposure. These tasks need hands on work with animals and samples, so AI adds little to them.
How can zoologists stay valuable as AI takes over writing and searching?
Spend more time in the field, where counts, habitat assessments and specimen work remain people-led. Build skills in ArcGIS, R and Python to check AI-generated analysis, and take on stakeholder meetings where judgment and local trust matter.
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