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.
+Prepare a 75‑minute undergraduate lecture for Monday on exoplanet detection covering radial velocity and…
Teach astronomy or astrophysics.
+Study the formation of galaxies
+Draft a research plan to investigate cold gas inflow in high‑redshift galaxies, compile recent observational…
Study the formation of galaxies
+Present research at conferences
+Assemble a 20‑minute conference talk on our recent dwarf galaxy metallicity gradients with methods, key…
Present research at conferences
+Work with space engineers and data analysts
+Set up a technical meeting with the propulsion team and data analysts for Tuesday to align on upcoming…
Work with space engineers and data analysts
+Perform theoretical research
+Draft the theoretical paper exploring dark matter halo stability under non-linear perturbations, run the…
Perform theoretical research
+Conduct observational research
+Schedule the night at the 2.5‑m telescope for the spiral galaxy program, prepare the observing script with…
Conduct observational research
+Create computer models of space phenomena
+Build a three‑dimensional magneto‑hydrodynamic model of the protostellar jet, run parameter sweeps to match…
Create computer models of space phenomena
+Develop software to interpret satellite data
+Build the data ingest and processing pipeline to decode satellite telemetry, calibrate detector response, and…
Develop software to interpret satellite data
+Publish research articles
+Prepare the manuscript of our exoplanet transit detection: assemble results, write introduction and methods…
Publish research articles
+Collect electromagnetic radiation, gravitational waves, or particles from celestial objects
+Plan and execute the multi‑instrument campaign to collect radio, optical and gravitational‑wave triggers for…
Collect electromagnetic radiation, gravitational waves, or particles from celestial objects
+Analyze research data to determine its significance, using computers.
+Assess the latest observation set from the 2.5m telescope, run statistical tests to quantify signal…
Analyze research data to determine its significance, using computers.
+Mentor graduate students and junior colleagues.
+Schedule biweekly mentoring meetings for Mei and Javier, review their draft papers and pipelines beforehand,…
Mentor graduate students and junior colleagues.
+Raise funds for scientific research.
+Prepare a three-page research pitch summarising the new instrument capabilities, expected science returns,…
Raise funds for scientific research.
+Serve on professional panels and committees.
+Accept the invitation to the instrumentation panel, draft a one-page statement of conflict-of-interest and a…
Serve on professional panels and committees.
+Conduct question-and-answer presentations on astronomy topics with public audiences.
+Draft a one-hour Q&A plan for the public talk at the science centre: ten-minute intro with live sky images, a…
Conduct question-and-answer presentations on astronomy topics with public audiences.
+Direct the operations of a planetarium.
+Produce an operational checklist and seasonal show schedule for the planetarium, assign staff shifts, verify…
Direct the operations of a planetarium.
+Conduct photometry to measure light flux from objects
+Measure calibrated fluxes for the target list from last night’s CCD frames: subtract bias and dark, apply…
Conduct photometry to measure light flux from objects
+Research the formation, structures, properties, and development of interstellar matter
+Literature-review the chemistry and kinematics of cold interstellar clouds, compile recent observational…
Research the formation, structures, properties, and development of interstellar matter
+Carry out scientific research in observatory
+Plan and execute tonight’s observing run at the 1.5m: finalise target priorities, upload instrument…
Carry out scientific research in observatory
+Gather experimental data
+Collect calibrated measurements for the survey field: record CCD exposures with specified filters and…
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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