Can AI Replace Biologists in 2026?

Moderate exposure. AI could handle about 64% of today's biologists tasks by 2036, and there is a 30% 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

35%

Headcount (2025 = 100)

Chance of 20%+ fewer jobs

13% 2030 · 30% 2036

One person could cover, 2036

1.7 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

Agricultural Technicians15% risk by 2036 Medical and Clinical Laboratory Technologists6% risk by 2036 Veterinarians7% 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: "Program and use computers to store, process, and analyze data".Learn one AI tool well enough to show it in an interview, for: "Prepare technical and research reports, such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public".Get visibly better at your human core: "Develop and maintain liaisons and effective working relations with groups and individuals, agencies, and the public to encourage cooperative management strategies or to…".Rewrite the top of your CV around judgment, people and decisions, not routine output.Read about a lower-risk move: Agricultural Technicians.

Lower-risk jobs with similar tasks

Agricultural Technicians — 15% chance of contraction by 2036
Medical and Clinical Laboratory Technologists — 6% chance of contraction by 2036
Veterinarians — 7% chance of contraction by 2036

Similar occupations

Industrial Ecologists · Environmental Scientists and Specialists, Including Health · Soil and Plant Scientists · Zoologists and Wildlife Biologists

Based on 22 O*NET tasks for "Biologists" (SOC 19-1029.04). LLM alone: 21% of tasks; with AI tools: 77%. Projections are a model, not official statistics. How we calculate this · Data version 2026-10