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How a zoologist / wildlife biologist can use AI, task by task

O*NET 19-1023.00: Zoologists and Wildlife BiologistsMedian pay $76,780/year (BLS, May 2025)14 tasksJob Zone 4: Considerable preparation

Study the origins, behavior, diseases, genetics, and life processes of animals and wildlife. May specialize in wildlife research and management. May collect and analyze biological data to determine the environmental effects of present and potential use of land and water habitats.

Type your own title and every prompt on this page updates to match. Also called: Aquatic Biologist, Conservation Biologist, Fish and Wildlife Biologist, Fisheries and Wildlife Biological Scientist, Fisheries Biologist, Habitat Biologist, Migratory Game Bird Biologist, Wildlife Biologist, Wildlife Refuge Specialist, Zoologist.

Where AI fits in this job

AI-ready 7%AI-assist 78%Stays human 15%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 1 AI-ready, 10 AI-assist and 3 human-led tasks out of 14. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

  1. Inventory or estimate plant and wildlife populations.Watch & inspect · Monthly
  2. Prepare collections of preserved specimens or microscopic slides for species identification and study of development or disease.Hands-on work · A few times a year
  3. Collect and dissect animal specimens and examine specimens under microscope.Hands-on work · A few times a year

AI can draft these 1

AI produces a usable first pass. You review it, fix it and own it.

Conduct literature reviews.

Monthly

AI is a patient tutor for new rules and techniques.

Show prompt & steps

AI is a patient personal tutor. It explains new rules, techniques and technology at your level, quizzes you and builds a study plan.

Ready-to-use prompt

I work as a zoologist / wildlife biologist. Part of my job is to conduct literature reviews.

Context: The work draws on biology, geography and law and government.
Field: [my area]
What I need: [new methods, recent findings, specific question]

Act as my tutor: explain the main recent developments, key papers to look up, and quiz me with 5 questions one at a time. I'll verify every paper exists.

10-minute exercise: Literature catch-up

Step 1Pick a real example: the next time you conduct literature reviews.
Step 2Fill in [Field] and [What I need] with the real details, then run the prompt.
Step 3Look up two of the papers it names and read the abstracts.

AI's knowledge has a cutoff date. For new regulations and standards, always confirm against the official source.

Importance 3.7/5 · core task · O*NET work activity: Review professional literature to maintain professional knowledge..

AI can help you prep these 10

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Study animals in their natural habitats, assessing effects of environment and industry on animals, interpreting findings and recommending alternative operating conditions for industry.

Monthly

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a zoologist / wildlife biologist. Part of my job is to study animals in their natural habitats, assessing effects of environment and industry on animals, interpreting findings and recommending alternative operating conditions for industry.

Context: We use SAS and Statistical software; the work draws on biology, geography and law and government.
Activity and area: [land use, industry, development]
Species or resources of concern: [list]

Outline likely effects, study design, sampling methods, and literature to review. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Environmental effects study

Step 1Pick a real example: the next time you study animals.
Step 2Fill in [Activity and area] and [Species or resources of concern].
Step 3Check the sampling method against your field's standard protocol.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 4.3/5 · core task · O*NET work activity: Research environmental impact of industrial or development activities..

Study characteristics of animals, such as origin, interrelationships, classification, life histories, diseases, development, genetics, and distribution.

Weekly

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a zoologist / wildlife biologist. Part of my job is to study characteristics of animals, such as origin, interrelationships, classification, life histories, diseases, development, genetics, and distribution.

Context: We use SAS and Statistical software; the work draws on biology, geography and law and government.
Question: [trait, gene, expression]
Organism and data: [species, samples, sequencing]

Outline the experimental design, analysis methods, controls, and key literature. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Genetics study design

Step 1Pick a real example: the next time you study characteristics of animals (this week).
Step 2Fill in [Question] and [Organism and data] with the real details, then run the prompt.
Step 3Check the methods against two recent papers.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 4.2/5 · core task · O*NET work activity: Research genetic characteristics or expression.. Also involves: Research diseases or parasites.; Examine characteristics or behavior of living organisms..

Inform and respond to public regarding wildlife and conservation issues, such as plant identification, hunting ordinances, and nuisance wildlife.

Weekly

AI helps you prepare clearer wording and likely questions.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a zoologist / wildlife biologist. Part of my job is to inform and respond to public regarding wildlife and conservation issues, such as plant identification, hunting ordinances, and nuisance wildlife.

Context: The work draws on biology, geography and law and government.
Issue: [hazard, wildlife, conservation]
Audience: [public, property owners]

Draft clear public information and FAQs. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Public environmental information

Step 1Pick a real example: the next time you inform and respond to public regarding wildlife and conservation issues (this week).
Step 2Fill in [Issue] and [Audience] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 3.9/5 · core task · O*NET work activity: Communicate with the public on environmental issues..

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.

Monthly

AI helps you prepare clearer wording and likely questions.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a zoologist / wildlife biologist. Part of my job is to 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.

Context: The work draws on biology, geography and law and government.
Issue: [wildlife, management systems]
Audience: [agencies, landowners]

Explain recommendations and their basis. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Conservation advice

Step 1Pick a real example: the next time you develop, or make recommendations on and management systems and plans.
Step 2Fill in [Issue] and [Audience] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 4.4/5 · core task · O*NET work activity: Advise others about environmental management or conservation..

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.

Monthly

AI helps you prepare clearer wording and likely questions.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a zoologist / wildlife biologist. Part of my job is to 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.

Context: We use SAS and Statistical software; the work draws on biology, geography and law and government.
Topic: [status, results, fixes]
Audience: [customers, staff]
Notes: [paste]

Draft slides outline and speaker notes. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Technical presentation

Step 1Pick a real example: the next time you disseminate information.
Step 2Fill in [Topic], [Audience] and [Notes] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 4.4/5 · core task · O*NET work activity: Prepare scientific or technical reports or presentations..

Perform administrative duties, such as fundraising, public relations, budgeting, and supervision of zoo staff.

Monthly

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a zoologist / wildlife biologist. Part of my job is to perform administrative duties, such as fundraising, public relations, budgeting, and supervision of zoo staff.

Context: We use SAS and Statistical software; the work draws on biology, geography and law and government.
Campaign: [describe]
Donors and prospects: [paste anonymized data]

Analyze the pipeline and suggest priorities. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Fundraising pipeline

Step 1Pick a real example: the next time you perform administrative duties.
Step 2Fill in [Campaign] and [Donors and prospects] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest. Recompute every total yourself.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.5/5 · core task · O*NET work activity: Direct fundraising or financing activities.. Also involves: Implement advertising or marketing initiatives.; Supervise employees.; Manage organizational or project budgets..

Check for, and ensure compliance with, environmental laws, and notify law enforcement when violations are identified.

Monthly

AI pre-checks against the rules; the sign-off stays with you.

Show prompt & steps

Use AI as a first-pass checker against a list of rules or standards. The final judgment and sign-off stay with you.

Ready-to-use prompt

I work as a zoologist / wildlife biologist. Part of my job is to check for, and ensure compliance with, environmental laws, and notify law enforcement when violations are identified.

Context: We use SAS and Statistical software; the work draws on biology, geography and law and government.
Site or activity: [describe]
Laws: [relevant regulations]

Make a compliance checklist and violation response steps. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Environmental law compliance

Step 1Pick a real example: the next time you check for.
Step 2Fill in [Site or activity] and [Laws] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed. Confirm the rules against the current official source.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 3.6/5 · core task · O*NET work activity: Assess compliance with environmental laws..

Analyze characteristics of animals to identify and classify them.

A few times a year

AI gets you up to speed; confirm findings with records or people.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 65% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a zoologist / wildlife biologist. Part of my job is to analyze characteristics of animals to identify and classify them.

Context: We use SAS and Statistical software; the work draws on biology, geography and law and government.
Organism: [species or group]
What to observe: [behaviour, physiology, interactions]

Design an observation protocol: variables, recording method, sampling schedule and references. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Observation study of organisms

Step 1Pick a real example: the next time you analyze characteristics of animals.
Step 2Fill in [Organism] and [What to observe] with the real details, then run the prompt.
Step 3Trial the recording method for one session.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 3.5/5 · core task · O*NET work activity: Examine characteristics or behavior of living organisms..

Organize and conduct experimental studies with live animals in controlled or natural surroundings.

A few times a year

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a zoologist / wildlife biologist. Part of my job is to organize and conduct experimental studies with live animals in controlled or natural surroundings.

Context: We use Microsoft Project and Microsoft Excel; the work draws on biology, geography and law and government.
Organism and question: [describe]
Setting: [lab, field]

Draft the study plan and ethics considerations. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Biological study plan

Step 1Pick a real example: the next time you organize and conduct experimental studies.
Step 2Fill in [Organism and question] and [Setting] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 3.8/5 · core task · O*NET work activity: Plan biological research..

Coordinate preventive programs to control the outbreak of wildlife diseases.

A few times a year

AI pre-checks against the rules; the sign-off stays with you.

Show prompt & steps

Use AI as a first-pass checker against a list of rules or standards. The final judgment and sign-off stay with you.

Ready-to-use prompt

I work as a zoologist / wildlife biologist. Part of my job is to coordinate preventive programs to control the outbreak of wildlife diseases.

Context: We use SAS and Statistical software; the work draws on biology, geography and law and government.
Activity: [engineering work, repairs, operations]
Rules: [regulations, regulators]

List compliance checkpoints, who signs off and records needed. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Compliance coordination

Step 1Pick a real example: the next time you coordinate preventive programs to control the outbreak of wildlife.
Step 2Fill in [Activity] and [Rules] with the real details, then run the prompt.
Step 3Confirm requirements with the regulator or compliance lead.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Importance 3.7/5 · core task · O*NET work activity: Coordinate safety or regulatory compliance activities..

These stay human 3

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: once a week or more but not every day · Contact with others: contact with others most of the time · Outdoors in all weather: once a week or more but not every day · Dealing with the public: very important

Inventory or estimate plant and wildlife populations.

Monthly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a zoologist / wildlife biologist. Part of my job is to inventory or estimate plant and wildlife populations.

Context: The work draws on biology, geography and law and government.
What I measure: [vegetation, populations, soil, water]
Method: [plots, transects, counts]

Write a protocol with sampling, data sheet and quality checks. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Field measurement protocol

Step 1Pick a real example: the next time you inventory or estimate plant and wildlife populations.
Step 2Fill in [What I measure] and [Method] with the real details, then run the prompt.
Step 3Use the data sheet on your next trip.

Importance 4.4/5 · core task · O*NET work activity: Measure environmental characteristics..

Prepare collections of preserved specimens or microscopic slides for species identification and study of development or disease.

A few times a year

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a zoologist / wildlife biologist. Part of my job is to prepare collections of preserved specimens or microscopic slides for species identification and study of development or disease.

Context: The work draws on biology, geography and law and government.
Samples: [specimens, slides, lab samples]
Analysis: [what's next]

List prep, labelling and storage steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Sample prep

Step 1Pick a real example: the next time you prepare collections of preserved specimens or microscopic slides.
Step 2Fill in [Samples] and [Analysis] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.0/5 · O*NET work activity: Prepare biological samples for testing or analysis..

Collect and dissect animal specimens and examine specimens under microscope.

A few times a year

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a zoologist / wildlife biologist. Part of my job is to collect and dissect animal specimens and examine specimens under microscope.

Context: The work draws on biology, geography and law and government.
Specimens: [animal, artifacts]
Permits and methods: [describe]

List collection, preservation and recording steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Field specimen collection

Step 1Pick a real example: the next time you collect dissect animal specimens.
Step 2Fill in [Specimens] and [Permits and methods] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 2.7/5 · O*NET work activity: Collect biological specimens.. Also involves: Analyze biological samples..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Operations Monitoringimportance 2.6/5
    Used in: Monitoring Processes, Materials, or Surroundings

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Active Listeningimportance 4.0/5
    Used in: Getting Information
  • Critical Thinkingimportance 3.9/5
    Used in: Getting Information
  • Reading Comprehensionimportance 4.0/5
    Used in: Getting Information
  • Writingimportance 4.0/5
    Used in: Communicating with Supervisors, Peers, or Subordinates

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

  • Range Managers27% human-led · Same preparation · $73,010/yr · usually bachelor's degreeSkills to build: Operations Analysis, Negotiation, Monitoring
  • Foresters37% human-led · Same preparation · $76,400/yrSkills to build: Management of Material Resources, Negotiation, Management of Financial Resources
  • Environmental Scientists and Specialists, Including Health7% human-led · Same preparation · $82,220/yr · usually bachelor's degreeSkills to build: Mathematics, Instructing, Learning Strategies
  • Forestry and Conservation Science Teachers, Postsecondary29% human-led · Needs more preparation · $101,420/yr · usually doctoral degreeSkills to build: Instructing, Learning Strategies, Active Listening

New tasks appearing in this job

O*NET has started tracking 1 new or updated task here: 0 AI-ready, 1 AI-assist, 0 stays human. They have no worker ratings yet, so they aren't counted in the bar above.

Use advanced technologies, such as GIS, remote sensing, and drone technology, for wildlife tracking, habitat mapping, and population studies.

New in O*NET

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a zoologist / wildlife biologist. Part of my job is to use advanced technologies, such as GIS, remote sensing, and drone technology, for wildlife tracking, habitat mapping, and population studies.

Context: We use SAS and Statistical software; the work draws on biology, geography and law and government.
Technology or method: [describe]
Our needs: [requirements]

Compare it with our current approach on accuracy, cost, time and risk, and propose a small trial.

10-minute exercise: Evaluate a new method or technology

Step 1Pick a real example: the next time you use advanced technologies.
Step 2Fill in [Technology or method] and [Our needs] with the real details, then run the prompt.
Step 3Run the trial it proposes if feasible.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

New O*NET task (05/2025). O*NET hasn't linked it to work activities yet, so its label comes from similar tasks, such as “Train technicians in the use of remote sensing technology.” (Remote Sensing Scientists and Technologists), and was checked by hand. O*NET work activity: Evaluate new technologies or methods.. Also involves: Maintain knowledge of current developments in area of expertise.; Train personnel in technical or scientific procedures..

Getting into this job

O*NET has not surveyed education and training for this occupation yet.

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

ESRI ArcGIS softwareMicrosoft AccessMicrosoft Active Server Pages ASPMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft ProjectMicrosoft WordPythonRSalesforce software