Can AI Replace Park Naturalists in 2026?

Moderate exposure. AI could handle about 71% of today's park naturalists tasks by 2036, and there is a 36% chance the number of jobs falls by a fifth or more. AI both assists and takes over tasks.

See how not to be replaced

Timeline

Year2030

Tasks AI can do

38%

Headcount (2025 = 100)

Chance of 20%+ fewer jobs

14% 2030 · 36% 2036

One person could cover, 2036

1.9 roles

Share of today's tasks AI can perform

Headcount index, 2025 = 100 (dashed line)

Your survival map

Not every part of your job is at the same risk. Tap a number to see what to do about each task.

Your human coreDo it with AIHand to AI

Tap a number on the map or a task below.

Lower-risk jobs that use similar skills

Entertainment and Recreation Managers, Except Gambling19% risk by 2036 Recreation Workers8% risk by 2036 Forest and Conservation Technicians22% risk by 2036

Your plan

Ticks are saved in this browser only.

Try an AI tool on one task you'd normally do by hand: "Prepare brochures and write newspaper articles".Learn one AI tool well enough to show it in an interview, for: "Compile and maintain official park photographic and information files".Get visibly better at your human core: "Conduct field trips to point out scientific, historic, and natural features of parks, forests, historic sites, or other attractions".Rewrite the top of your CV around judgment, people and decisions, not routine output.Read about a lower-risk move: Entertainment and Recreation Managers, Except Gambling.

Lower-risk jobs with similar tasks

Entertainment and Recreation Managers, Except Gambling — 19% chance of contraction by 2036
Recreation Workers — 8% chance of contraction by 2036
Forest and Conservation Technicians — 22% chance of contraction by 2036

Similar occupations

Zoologists and Wildlife Biologists · Receptionists and Information Clerks · Historians · Education and Childcare Administrators, Preschool and Daycare

Based on 18 O*NET tasks for "Park Naturalists" (SOC 19-1031.03). LLM alone: 18% of tasks; with AI tools: 85%. Projections are a model, not official statistics. How we calculate this · Data version 2026-10