Can AI Replace Atmospheric and Space Scientists in 2026?

Moderate exposure. AI could handle about 79% of today's atmospheric and space scientists tasks by 2036, and there is a 53% 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

42%

Headcount (2025 = 100)

Chance of 20%+ fewer jobs

18% 2030 · 53% 2036

One person could cover, 2036

2.7 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

Hydrologists41% risk by 2036 Geoscientists, Except Hydrologists and Geographers37% risk by 2036 Air Traffic Controllers31% risk by 2036

Your plan

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Try an AI tool on one task you'd normally do by hand: "Develop or use mathematical or computer models for weather forecasting".Learn one AI tool well enough to show it in an interview, for: "Broadcast weather conditions, forecasts, or severe weather warnings to the public via television, radio, or the Internet or provide this information to the news media".Get visibly better at your human core: "Measure wind, temperature, and humidity in the upper atmosphere, using weather balloons".Rewrite the top of your CV around judgment, people and decisions, not routine output.Read about a lower-risk move: Hydrologists.

Lower-risk jobs with similar tasks

Hydrologists — 41% chance of contraction by 2036
Geoscientists, Except Hydrologists and Geographers — 37% chance of contraction by 2036
Air Traffic Controllers — 31% chance of contraction by 2036

Similar occupations

Environmental Scientists and Specialists, Including Health · Geographic Information Systems Technologists and Technicians · Climate Change Policy Analysts · Geographers

Based on 27 O*NET tasks for "Atmospheric and Space Scientists" (SOC 19-2021.00). LLM alone: 17% of tasks; with AI tools: 96%. Projections are a model, not official statistics. How we calculate this · Data version 2026-10