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Atmospheric and Space Scientists

Atmospheric and Space Scientists score 57 out of 100, which is elevated exposure to AI. That ranks #125 of 923 US occupations, where #1 is the most exposed. Of the 27 tasks in this job, AI could speed up 4 on its own and 21 more with extra software built on top of it. In April–May 2026, 4 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

57/ 100
Elevated
Rank
#125of 923 jobs
US workers
10,000BLS, May 2025
Median pay
$99,070a year
In real AI use
4 of 27tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 4 (15%)
  • AI can speed this up with extra software: 21 (78%)
  • Little or no AI speed-up: 2 (7%)
  • Develop or use mathematical or computer models for weather forecasting.AI can speed this up on its own · core task
  • Prepare scientific atmospheric or climate reports, articles, or texts.AI can speed this up on its own · core task
  • Speak to the public to discuss weather topics or answer questions.AI can speed this up on its own · core task
  • Develop computer programs to collect meteorological data or to present meteorological information.AI can speed this up on its own · core task · Seen in real AI use
  • 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.AI can speed this up with extra software · core task
  • Gather data from sources such as surface or upper air stations, satellites, weather bureaus, or radar for use in meteorological reports or forecasts.AI can speed this up with extra software · core task
  • Prepare weather reports or maps for analysis, distribution, or use in weather broadcasts, using computer graphics.AI can speed this up with extra software · core task
  • Interpret data, reports, maps, photographs, or charts to predict long- or short-range weather conditions, using computer models and knowledge of climate theory, physics, and mathematics.AI can speed this up with extra software · core task · Seen in real AI use
  • Formulate predictions by interpreting environmental data, such as meteorological, atmospheric, oceanic, paleoclimate, climate, or related information.AI can speed this up with extra software · core task · Seen in real AI use
  • Prepare forecasts or briefings to meet the needs of industry, business, government, or other groups.AI can speed this up with extra software · core task · Seen in real AI use
  • Analyze historical climate information, such as precipitation or temperature records, to help predict future weather or climate trends.AI can speed this up with extra software · core task
  • Analyze climate data sets, using techniques such as geophysical fluid dynamics, data assimilation, or numerical modeling.AI can speed this up with extra software · core task
  • Conduct numerical simulations of climate conditions to understand and predict global or regional weather patterns.AI can speed this up with extra software · core task
  • Conduct meteorological research into the processes or determinants of atmospheric phenomena, weather, or climate.AI can speed this up with extra software · core task
  • Consult with other offices, agencies, professionals, or researchers regarding the use and interpretation of climatological information for weather predictions and warnings.AI can speed this up with extra software · core task
  • Develop and deliver training on weather topics.AI can speed this up with extra software · core task
  • Apply meteorological knowledge to issues such as global warming, pollution control, or ozone depletion.AI can speed this up with extra software · core task
  • Perform managerial duties, such as creating work schedules, creating or implementing staff training, matching staff expertise to situations, or analyzing performance of offices.AI can speed this up with extra software · core task
  • Design or develop new equipment or methods for meteorological data collection, remote sensing, or related applications.AI can speed this up with extra software · core task
  • Direct forecasting services at weather stations or at radio or television broadcasting facilities.AI can speed this up with extra software · supplemental task
  • Research the impact of industrial projects or pollution on climate, air quality, or weather phenomena.AI can speed this up with extra software · supplemental task
  • Conduct wind assessment, integration, or validation studies.AI can speed this up with extra software · supplemental task
  • Teach college-level courses on topics such as atmospheric and space science, meteorology, or global climate change.AI can speed this up with extra software · supplemental task
  • Create visualizations to illustrate historical or future changes in the Earth's climate, using paleoclimate or climate geographic information systems (GIS) databases.AI can speed this up with extra software · supplemental task
  • Estimate or predict the effects of global warming over time for specific geographic regions.AI can speed this up with extra software · supplemental task
  • Measure wind, temperature, and humidity in the upper atmosphere, using weather balloons.Little or no AI speed-up · supplemental task
  • Collect air samples from planes or ships over land or sea to study atmospheric composition.Little or no AI speed-up · supplemental task

Questions about atmospheric and space scientists and AI

Will AI replace atmospheric and space scientists?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Atmospheric and Space Scientists score 57 out of 100 (elevated exposure), #125 of 923 US jobs. AI could speed up 25 of the job's 27 tasks, 4 of them on its own, while 2 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which atmospheric and space scientists tasks can AI do?

The most exposed tasks include "Develop or use mathematical or computer models for weather forecasting"; "Prepare scientific atmospheric or climate reports, articles, or texts"; "Speak to the public to discuss weather topics or answer questions".

Which atmospheric and space scientists tasks are hardest for AI?

Tasks with little or no AI speed-up include "Measure wind, temperature, and humidity in the upper atmosphere, using weather balloons"; "Collect air samples from planes or ships over land or sea to study atmospheric composition".

Are people already using AI for this work?

Yes. In April–May 2026, 4 of the 27 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as atmospheric and space scientists, and what do they earn?

About 10,000 people in the US, with median pay of $99,070 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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