What it pays
Government survey numbers — not estimates, not ads.
The work, task by task
These are the real jobs-to-be-done, not a wish list. Each task shows where we found it, and the prompt underneath is written for that exact task.
Study the formation of galaxies
+Measure and model the stellar mass and gas distribution in the deep field images, combine with my…
Study the formation of galaxies
+Present research at conferences
+Prepare a 12‑minute conference talk summarising the new galaxy growth rates, assemble three illustrative…
Present research at conferences
+Work with space engineers and data analysts
+Draft a concise technical brief for the engineering and data teams listing the pipeline inputs, expected data…
Work with space engineers and data analysts
+Teach astronomy or astrophysics.
+Create a 75-minute undergraduate lecture on observational techniques in astronomy, include one live demo…
Teach astronomy or astrophysics.
+Analyze research data to determine its significance, using computers.
+Analyse the night's reduced spectra and imaging time series, quantify signal-to-noise and false-alarm…
Analyze research data to determine its significance, using computers.
+Mentor graduate students and junior colleagues.
+Review Maya and Arun's draft observing proposals and their preliminary reductions, give written feedback on…
Mentor graduate students and junior colleagues.
+Raise funds for scientific research.
+Draft a two-page case for support describing last year's results, the proposed instrumentation upgrade,…
Raise funds for scientific research.
+Serve on professional panels and committees.
+Prepare concise talking points and a one-page briefing with recent metrics and conflict-of-interest…
Serve on professional panels and committees.
+Conduct question-and-answer presentations on astronomy topics with public audiences.
+Assemble a 45-minute Q&A plan: five topical slide prompts, expected public questions with brief…
Conduct question-and-answer presentations on astronomy topics with public audiences.
+Direct the operations of a planetarium.
+Update the planetarium's monthly schedule, confirm volunteer ushers and the dome technician for weekend…
Direct the operations of a planetarium.
+Perform theoretical research
+Draft a theory paper testing whether turbulence-driven accretion can explain the observed spectral slopes in…
Perform theoretical research
+Conduct observational research
+Schedule and execute a three-night run to obtain multiband time-series photometry of HAT-P-32, calibrate the…
Conduct observational research
+Create computer models of space phenomena
+Build and validate a hydrodynamic model of a magnetised protoplanetary disk that reproduces the observed gap…
Create computer models of space phenomena
+Develop software to interpret satellite data
+Design and implement a pipeline to ingest the new satellite telemetry, decode instrument headers, apply…
Develop software to interpret satellite data
+Publish research articles
+Prepare the manuscript of our radial-velocity survey: assemble methods, results, tables of orbital fits, make…
Publish research articles
+Collect electromagnetic radiation, gravitational waves, or particles from celestial objects
+Plan and carry out observations to collect radio to X-ray fluxes and gravitational-wave alerts for the target…
Collect electromagnetic radiation, gravitational waves, or particles from celestial objects
+Conduct photometry to measure light flux from objects
+Measure calibrated instrumental fluxes for the target list from last night’s CCD frames: subtract bias and…
Conduct photometry to measure light flux from objects
+Research the formation, structures, properties, and development of interstellar matter
+Compile and model column density, temperature and velocity dispersion for the mapped molecular cloud: ingest…
Research the formation, structures, properties, and development of interstellar matter
+Carry out scientific research in observatory
+Plan and execute the upcoming observing run: select targets with required SNR, create exposure sequences…
Carry out scientific research in observatory
+Gather experimental data
+Acquire raw observational data for program 2026A: follow the approved target list, confirm instrument…
Gather experimental data
+Says who?
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Activities this job lives in
The human activities behind the tasks — each with its honest AI ceiling.
The logs, files & records this job keeps
Shared with other careers — the same record means something different in each.
Related careers
Same family of work — each with its own tasks and prompts.
The rest of the map
Same library, five ways in.
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