Park Naturalists

Park Naturalists score 52 out of 100, which is elevated exposure to AI. That ranks #202 of 923 US occupations, where #1 is the most exposed. Of the 18 tasks in this job, AI could speed up 3 on its own and 12 more with extra software built on top of it. In April–May 2026, 5 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

52/ 100

Elevated

Rank: #202of 923 jobs
US workers: 25,950for Conservation Scientists
Median pay: $73,010a year
In real AI use: 5 of 18tasks, April–May 2026

Free report

Follow how AI is changing park naturalists work.

Subscribe to the weekly report and get The AI Job Exposure Report (PDF) right away: the most and least exposed jobs, exposure by field, and the AI-resilient jobs that pay well.

Free · one email a week · unsubscribe anytime

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

AI can speed this up on its own: 3 (17%)
AI can speed this up with extra software: 12 (67%)
Little or no AI speed-up: 3 (17%)

Provide visitor services, such as explaining regulations, answering visitor requests, needs and complaints, and providing information about the park and surrounding areas.AI can speed this up on its own · core task
Confer with park staff to determine subjects and schedules for park programs.AI can speed this up on its own · core task
Prepare brochures and write newspaper articles.AI can speed this up on its own · core task · Seen in real AI use
Prepare and present illustrated lectures and interpretive talks about park features.AI can speed this up with extra software · core task
Plan and organize public events at the park.AI can speed this up with extra software · core task · Seen in real AI use
Develop environmental educational programs and curricula for schools.AI can speed this up with extra software · core task · Seen in real AI use
Research stories regarding the area's natural history or environment.AI can speed this up with extra software · core task
Assist with operations of general facilities, such as visitor centers.AI can speed this up with extra software · core task
Plan and develop audio-visual devices for public programs.AI can speed this up with extra software · core task · Seen in real AI use
Construct historical, scientific, and nature visitor-center displays.AI can speed this up with extra software · core task · Seen in real AI use
Compile and maintain official park photographic and information files.AI can speed this up with extra software · core task
Take photographs and motion pictures for use in lectures and publications and to develop displays.AI can speed this up with extra software · core task
Interview specialists in desired fields to obtain and develop data for park information programs.AI can speed this up with extra software · core task
Plan, organize and direct activities of seasonal staff members.AI can speed this up with extra software · supplemental task
Survey park to determine forest conditions and distribution and abundance of fauna and flora.AI can speed this up with extra software · supplemental task
Conduct field trips to point out scientific, historic, and natural features of parks, forests, historic sites, or other attractions.Little or no AI speed-up · core task
Perform emergency duties to protect human life, government property, and natural features of park.Little or no AI speed-up · core task
Perform routine maintenance on park structures.Little or no AI speed-up · supplemental task

What you can do about it

Get a personal plan for what to learn next.

Skill Half Life turns this score into a 90-day plan for your situation: your realistic options, the skills that carry over, and training that fits your time and budget. Coming soon.

See your options

Similar jobs, lower exposure

Related occupations that score at least 10 points lower.

Other jobs in this field

Life, Physical, and Social Science occupations close to this one.

All life, physical, and social science jobs and AI

Questions about park naturalists and AI

Will AI replace park naturalists?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Park Naturalists score 52 out of 100 (elevated exposure), #202 of 923 US jobs. AI could speed up 15 of the job's 18 tasks, 3 of them on its own, while 3 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which park naturalists tasks can AI do?

The most exposed tasks include "Provide visitor services, such as explaining regulations, answering visitor requests, needs and complaints, and providing information about the park and surrounding areas"; "Confer with park staff to determine subjects and schedules for park programs"; "Prepare brochures and write newspaper articles".

Which park naturalists tasks are hardest for AI?

Tasks with little or no AI speed-up include "Conduct field trips to point out scientific, historic, and natural features of parks, forests, historic sites, or other attractions"; "Perform emergency duties to protect human life, government property, and natural features of park"; "Perform routine maintenance on park structures".

Are people already using AI for this work?

Yes. In April–May 2026, 5 of the 18 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as park naturalists, and what do they earn?

About 25,950 people in the US (figure for Conservation Scientists), with median pay of $73,010 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.