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Census · Research · occupation code 19-2011

Astronomers

Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.

Passes the screen · 1 of 17 tasks

  • Calculate orbits and determine sizes, shapes, brightness, and motions of different celestial bodies.

    quick to check, an existing check settles it, and a mistake is cheap · 3.3% of the role's time · $6.7M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed

Does not pass

  • Analyze research data to determine its significance, using computers.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 16.7% of the role's time · $34.4M

  • Study celestial phenomena, using a variety of ground-based and space-borne telescopes and scientific instruments.

    physical work, outside the screen · 11.4% of the role's time · $23.4M

  • Collaborate with other astronomers to carry out research projects.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 9.9% of the role's time · $20.3M

  • Supervise students' research on celestial and astronomical phenomena.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 9.7% of the role's time · $20.0M

  • Develop theories based on personal observations or on observations and theories of other astronomers.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 8.8% of the role's time · $18.2M

  • Mentor graduate students and junior colleagues.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 8.3% of the role's time · $17.1M

  • Teach astronomy or astrophysics.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 8.0% of the role's time · $16.5M

  • Develop instrumentation and software for astronomical observation and analysis.

    physical work, outside the screen · 5.7% of the role's time · $11.7M

  • Measure radio, infrared, gamma, and x-ray emissions from extraterrestrial sources.

    physical work, outside the screen · 3.2% of the role's time · $6.6M

  • Review scientific proposals and research papers.

    reason given most often: no existing check settles it · 3.1% of the role's time · $6.5M · waiting on a check

  • Present research findings at scientific conferences and in papers written for scientific journals.

    reason given most often: no existing check settles it · 2.8% of the role's time · $5.8M

  • Develop and modify astronomy-related programs for public presentation.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 2.7% of the role's time · $5.6M

  • Raise funds for scientific research.

    reason given most often: nobody can tell quickly whether it worked, and a failure is too expensive · 1.9% of the role's time · $3.9M

  • Serve on professional panels and committees.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $3.6M

  • Conduct question-and-answer presentations on astronomy topics with public audiences.

    reason given most often: no existing check settles it · 1.6% of the role's time · $3.4M · waiting on a check

  • Direct the operations of a planetarium.

    physical work, outside the screen · 1.0% of the role's time · $2.1M

Where this role works

IndustryWorkersWage billPasses the screenAll three pass
Scientific Research and Development Services660$86.0M$2.8M$0
Federal Executive Branch (OEWS Designation)490$81.3M$2.6M$0
Colleges, Universities, and Professional Schools370$38.3M$1.2M$0