◆ Astronomy

What a space weather forecaster
really does.

20 tasks, each one witnessed by the sources that watched the job — and behind every one, a prompt you can use tonight.

20evidenced tasks
10,000in the US (2025)
$99,070median pay / year
9systems it runs on
See the 20 tasks ↓Open in the atlasThe full career map →
This is what one task looks like here
Interpret meteorological data
Interpret the latest solar wind and magnetometer time series, highligh…3 sources agree

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The work, task by task

20 tasks
Hands on the work14
Interpret meteorological data+
Interpret the latest solar wind and magnetometer time series, highlight sudden changes in speed, density, and Bz over the past 24 hours, note confidence and data gaps, and recommend whether to raise the geomagnetic activity watch level.
escojdonet3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Report current weather conditions+
Produce a plain-language bulletin of current space weather: summarize solar flare status, CME likelihood, solar wind conditions, geomagnetic indices Kp and Dst, and operational impacts for satellites, HF comms, and power grids for the next six hours.
escojdonet3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Investigate atmospheric phenomena+
Investigate the recent high-latitude ionospheric irregularity: correlate TEC maps, auroral oval expansion, and riometer absorption over the event window, identify likely drivers, and list follow-up measurements needed to confirm the mechanism.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Compile data and prepare reports+
Compile the week's satellite drag, thermospheric density, and geomagnetic indices into an executive report: include anomaly charts, a one-paragraph operational summary, and recommendations for satellite operators about orbit maintenance.
escojd2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Estimate or predict the effects of global warming over time for specific geographic regions.+
Estimate how global warming will change geomagnetic storm frequency and ionospheric density over the next 30 years for the North Atlantic, southern Australia, and the Amazon basin, showing confidence intervals and key assumptions so operations can plan mitigation.
onet
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Analyze satellite imagery+
Analyze the latest set of satellite magnetometer and EUV imagery for the past 24 hours, identify coronal hole signatures and traveling disturbances, and produce a prioritized list of anomalies with timestamps for duty forecasters to act on.
jd
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Write Python scripts for data processing+
Write a suite of Python scripts to ingest raw telemetry, clean timestamps and missing samples, compute hourly averages and power spectral densities, and output ready-to-plot CSVs and a short README for the science team.
jd
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Generate weather graphics for users+
Produce three user-ready graphics: an animated map of predicted auroral oval expansion for the next 48 hours, a one-page risks infographic for satellite operators, and a high-resolution PNG of current particle flux vs. L-shell.
jd
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Grow the practice3
Watch and assess2
Work with people1

What the work runs on

named inside the evidenced tasks
5 tasksLinuxprocesses and scripts the telemetry time series, runs data ingestion and visualization for real-time streams
5 tasksIBM SPSS Statisticsapplies statistical tests and trend analysis to quantify changes and confidence intervals
5 tasksMicrosoft Wordformats the bulletin text, inserts figures and tables, and prepares the document for distributionOpen its task library →
5 tasksMicrosoft PowerPointcreates executive-ready slides with charts, summaries, and clear recommendations for operators
4 tasksMicrosoft Outlooksends the finalized bulletin to operational customers and duty managers
4 tasksMicrosoft Excelconsolidates timeseries, standardizes units, applies QC flags, and exports clean tables for analysisOpen its task library →
1 taskMicrosoft Accessstores larger tables and supports queries to join multiple instrument records if required
1 taskC++(selected because it was listed) used alongside scripting for optimized numerical routines where Python performance is critical
Browse every evidenced software task →

The same task, four heights

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ExecuteDo today's task, with fewer mistakesyou are here → ImproveMake it easy for the next person to acceptin the atlas → DecideWork out the right move when it is unclearin the atlas → BecomeLearn the pattern so it stops coming backin the atlas →

Can AI actually do this job?

the honest answer

It can

where it genuinely helps
  • Explain the theory behind the work
  • Draft, tidy and structure your writing
  • Rehearse a hard conversation before you have it
  • Build a study plan that fits your gaps

It cannot

where it stops, completely
  • Be in the room where a space weather forecaster actually works
  • Carry the responsibility when the call is wrong — that weight stays yours
  • Notice what no one wrote down: the hesitation, the thing left unsaid
  • Live with the outcome

What the work pays

two countries, two different measures

United States

this exact occupation · BLS 2025
  • $99,070 a year — the middle: half earn more, half earn less
  • The lowest tenth earn near $53,060; the top tenth near $161,890
  • 10,000 people employed in this occupation

India

the occupation GROUP, not this job · PLFS via ILOSTAT 2025
  • ₹38,298 a month — the median for Professionals, the group this work sits in
  • India publishes pay by broad occupation group, so this covers many jobs besides this one. It is a shape, not a salary.
read this carefullyThese two numbers are not comparable and must not be converted into each other. One is a yearly figure for this job alone; the other is a monthly figure for a whole family of jobs. What travels between them is the pattern, not the amount: experience lifts pay almost everywhere.

Where the evidence lives

open any of it yourself
O*NETThe US Department of Labor's own record of this job8 of these tasks ESCOThe European skills and occupations register4 of these tasks Job descriptionsReal postings, in the wild13 of these tasks WikipediaHow the world describes this work4 of these tasks US Bureau of Labor StatisticsPay and employment, by occupation2025 figures UK NOS COS3Prepare meteorological forecast datanational standard UK NOS COS13Make and record surface-based meteorological observations using instrunational standard

Close to this work

12 nearby
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Questions people actually ask

You start by checking satellite feeds and ground magnetometer data for the latest solar eruptions and geomagnetic activity. Expect to read NOAA, NASA, or agency dashboards and update watches or warnings during your shift.

The rest of the day mixes: processing data in Python, making graphics in Microsoft PowerPoint or Adobe Photoshop for reports, calibrating remote sensors, and briefing power-grid or satellite operations teams. Shifts often cover nights because solar storms can happen anytime.

You’ll use Linux for running data pipelines and Python scripts, plus satellite-analysis tools that run on Linux. For stats and modeling you may use IBM SPSS Statistics or custom C++ programs.

For reporting and briefings use Microsoft Word, Excel, Access, Outlook, and PowerPoint. Adobe Photoshop is common for polishing visuals. Expect to move between command-line tools on Linux and office apps for stakeholders.

Learn the basics: solar physics, magnetospheres, and how solar wind affects Earth. Free online courses from NOAA, NASA, or university open courses help. Practice reading satellite images and magnetometer plots.

Learn Python for data processing and how to run scripts on Linux. Get comfortable with Excel and PowerPoint for reports. Internships at a space-weather center or volunteering with university labs speeds learning more than extra certificates alone.

According to the U.S. Bureau of Labor Statistics (BLS), about 10,000 people work in this area with a median wage of $99,070 per year. The lowest tenth earn about $53,060 and the top tenth about $161,890 per year.

Those numbers are broad; pay varies by employer (NOAA, research labs, utilities), education, and experience. BLS is the source for these figures.

A space weather forecaster focuses on the Sun, solar wind, and magnetospheres — predicting geomagnetic storms and their effects on satellites, radios, and power grids. Atmospheric meteorologists predict weather in Earth’s lower atmosphere: rain, wind, and temperature.

Both use satellite imagery and data analysis, but space weather work needs knowledge of solar physics, magnetospheric models, and systems like satellite telemetry and ground magnetometers.

Use AI to automate routine tasks: cleaning data, generating first-draft text for briefings, or producing graphics templates. Always verify AI outputs against raw data and established models — AI can hallucinate numbers or misinterpret satellite plots.

Never let AI replace your judgment for watches/warnings. Keep a clear audit trail: record which scripts or models you ran, which AI prompts you used, and who validated the final product before sending it to operators or agencies.

Pattern recognition in data: experienced forecasters spot subtle signs in magnetometer curves, solar images, or particle flux plots that models miss. That comes from looking at real events repeatedly and knowing which instruments lie under which conditions.

Combine that with clear written and oral briefing skills. You must explain uncertainties and recommended actions plainly to power-grid managers, satellite operators, or government agencies.