Can AI Replace Bioinformatics Scientists in 2026?

High exposure. AI could handle about 86% of today's bioinformatics scientists tasks by 2036, and there is a 55% chance the number of jobs falls by a fifth or more. AI is likely to take over many tasks outright.

See how not to be replaced

Timeline

Year2030

Tasks AI can do

50%

Headcount (2025 = 100)

Chance of 20%+ fewer jobs

18% 2030 · 55% 2036

One person could cover, 2036

3.9 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

Bioinformatics Technicians36% risk by 2036 Geneticists38% risk by 2036 Software Developers28% 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: "Develop data models and databases".Learn one AI tool well enough to show it in an interview, for: "Analyze large molecular datasets, such as raw microarray data, genomic sequence data, or proteomics data, for clinical or basic research purposes".Take on work where you sign off, decide or carry responsibility: that part stays human.Rewrite the top of your CV around judgment, people and decisions, not routine output.Read about a lower-risk move: Bioinformatics Technicians.

Lower-risk jobs with similar tasks

Bioinformatics Technicians — 36% chance of contraction by 2036
Geneticists — 38% chance of contraction by 2036
Software Developers — 28% chance of contraction by 2036

Similar occupations

Data Scientists · Molecular and Cellular Biologists · Bioengineers and Biomedical Engineers · Geographic Information Systems Technologists and Technicians

Based on 20 O*NET tasks for "Bioinformatics Scientists" (SOC 19-1029.01). LLM alone: 42% of tasks; with AI tools: 100%. Projections are a model, not official statistics. How we calculate this · Data version 2026-10