Can AI Replace Astronomers in 2026?

Moderate exposure. AI could handle about 66% of today's astronomers tasks by 2036, and there is a 39% 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

15% 2030 · 39% 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

Nursing Instructors and Teachers, Postsecondary27% risk by 2036 Mathematicians25% 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: "Review scientific proposals and research papers".Learn one AI tool well enough to show it in an interview, for: "Analyze research data to determine its significance, using computers".Get visibly better at your human core: "Mentor graduate students and junior colleagues".Rewrite the top of your CV around judgment, people and decisions, not routine output.Read about a lower-risk move: Nursing Instructors and Teachers, Postsecondary.

Lower-risk jobs with similar tasks

Nursing Instructors and Teachers, Postsecondary — 27% chance of contraction by 2036
Mathematicians — 25% chance of contraction by 2036

Similar occupations

Physicists · Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary · Environmental Scientists and Specialists, Including Health · Political Scientists

Based on 17 O*NET tasks for "Astronomers" (SOC 19-2011.00). LLM alone: 6% of tasks; with AI tools: 81%. Projections are a model, not official statistics. How we calculate this · Data version 2026-10