Can AI Replace Conservation Scientists in 2026?

Moderate exposure. AI could handle about 70% of today's conservation scientists tasks by 2036, and there is a 44% 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

33%

Headcount (2025 = 100)

Chance of 20%+ fewer jobs

16% 2030 · 44% 2036

One person could cover, 2036

2 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

Range Managers28% risk by 2036 Agricultural Engineers25% risk by 2036 Biologists30% 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: "Gather information from geographic information systems (GIS) databases or applications to formulate land use recommendations".Learn one AI tool well enough to show it in an interview, for: "Compute design specifications for implementation of conservation practices, using survey or field information, technical guides or engineering manuals".Get visibly better at your human core: "Implement soil or water management techniques, such as nutrient management, erosion control, buffers, or filter strips, in accordance with conservation plans".Rewrite the top of your CV around judgment, people and decisions, not routine output.Read about a lower-risk move: Range Managers.

Lower-risk jobs with similar tasks

Range Managers — 28% chance of contraction by 2036
Agricultural Engineers — 25% chance of contraction by 2036
Biologists — 30% chance of contraction by 2036

Similar occupations

Environmental Restoration Planners · Soil and Plant Scientists · Environmental Engineers · Urban and Regional Planners

Based on 30 O*NET tasks for "Conservation Scientists" (SOC 19-1031.00). LLM alone: 0% of tasks; with AI tools: 86%. Projections are a model, not official statistics. How we calculate this · Data version 2026-10