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.
Teach astronomy or astrophysics.
+Draft a semester course plan on cosmology covering the Friedmann equations, CMB physics, structure formation,…
Teach astronomy or astrophysics.
+Present research at conferences
+Present my latest cosmic background and dark-matter constraints at the Royal Astronomical Conference next…
Present research at conferences
+Work with space engineers and data analysts
+Coordinate with the JPL systems engineer and the pipeline data analyst to define the next-week deliverables:…
Work with space engineers and data analysts
+Study the formation of galaxies
+Outline a research proposal to probe galaxy formation with dark-matter halo merger histories: state…
Study the formation of galaxies
+Perform theoretical research
+Work through the derivation of the perturbation equations for scalar modes in a flat ΛCDM background, test…
Perform theoretical research
+Conduct observational research
+Plan and execute tonight's observing run: target the z≈6 quasar field, record two hours of calibrated…
Conduct observational research
+Create computer models of space phenomena
+Build and validate a 3D hydrodynamic toy model of the galaxy cluster merger: implement the initial mass…
Create computer models of space phenomena
+Develop software to interpret satellite data
+Design and write the processing module that ingests the satellite's calibrated detector timelines, removes…
Develop software to interpret satellite data
+Publish research articles
+Draft the methods and results sections for the cluster lensing paper: include lens model equations, data…
Publish research articles
+Collect electromagnetic radiation, gravitational waves, or particles from celestial objects
+Schedule the array for the next run to capture radio and optical counterparts, configure receivers to record…
Collect electromagnetic radiation, gravitational waves, or particles from celestial objects
+Analyze research data to determine its significance, using computers.
+Assess the latest survey and telescope output, run the statistical tests that quantify detection…
Analyze research data to determine its significance, using computers.
+Mentor graduate students and junior colleagues.
+Review each student's draft analysis and code this week, give focused written comments on their hypothesis…
Mentor graduate students and junior colleagues.
+Raise funds for scientific research.
+Draft a concise two-page proposal summarising the scientific case, preliminary results, required budget and…
Raise funds for scientific research.
+Serve on professional panels and committees.
+Prepare my committee report: list conflicts of interest, summarise recent topical developments, state…
Serve on professional panels and committees.
+Conduct question-and-answer presentations on astronomy topics with public audiences.
+Put together a one-hour public Q&A plan: three short slides that explain dark matter and cosmic expansion,…
Conduct question-and-answer presentations on astronomy topics with public audiences.
+Direct the operations of a planetarium.
+Compile the operations checklist for next month: dome maintenance schedule, staff shift roster, upcoming show…
Direct the operations of a planetarium.
+Conduct photometry to measure light flux from objects
+Measure aperture photometry on the CCD frames for the target field, subtract local background using annuli,…
Conduct photometry to measure light flux from objects
+Research the formation, structures, properties, and development of interstellar matter
+Perform a literature and catalogue cross-match for the molecular cloud region, compile spectral line and dust…
Research the formation, structures, properties, and development of interstellar matter
+Carry out scientific research in observatory
+Plan the next three-night observing run: finalize target list with coordinates and exposure times to reach…
Carry out scientific research in observatory
+Gather experimental data
+Acquire and log raw detector frames for tonight’s program, record environmental and pointing metadata for…
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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