JOB REPORT / 19-2011 · 17 TASKS
Astronomers.
Can AI do the work of Astronomers?
Mostly it works alongside you. Here is what shifts, task by task.
YOUR EXPERIENCE MATTERS
How does this fit your work?
How many tasks do you use AI to assist with at work?
Drag the dot. There’s no wrong answer; it starts at our estimate.
The mark shows what’s typical for this job.
The parts of your job AI can already do most of:
- Teach astronomy or astrophysics
- Measure radio, infrared, gamma, and x-ray emissions from extraterrestrial…
- Raise funds for scientific research
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A guided certificate program in AI-assisted Astronomers work. It covers the 17 AI-affected parts of your job and ends in a capstone a person reviews.
WHAT WE LOOKED AT
Your job, task by task.
17/ 1717 of 17 tasks reviewed
We went through all 17 core tasks in this job, one at a time.
Task by task, from the work Astronomers actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.
- TASK 01
Teach astronomy or astrophysics.
AI DOESDrafts lesson plans, explains concepts clearly, answers student questions, and creates practice problems
YOU DOBuild relationships, sense student confusion, and spark genuine wonder in the classroom
- TASK 02
Measure radio, infrared, gamma, and x-ray emissions from extraterrestrial sources.
AI DOESScans raw telescope data, filters noise, and flags interesting emission patterns automatically
YOU DODecide which signals are real, design the observation plan, and interpret what the emissions reveal about the universe
- TASK 03
Raise funds for scientific research.
AI DOESDrafts grant text, finds funding opportunities, and summarizes budget justifications
YOU DOBuild relationships with funders and champion your own research story
- TASK 04
Conduct question-and-answer presentations on astronomy topics with public audiences.
AI DOESPrepares talking points, suggests answers to common questions, and helps simplify complex topics for general audiences
YOU DOShow up in person, read the crowd, and make the moment feel alive
- TASK 05
Supervise students' research on celestial and astronomical phenomena.
AI DOESDrafts feedback on student work, suggests research resources, and flags gaps in student analyses
YOU DOBuild the student relationship and judge when they are truly ready to move forward
- TASK 06SOURCE-BACKED TASK
Develop instrumentation and software for astronomical observation and analysis.
AI DOESGenerates code templates and analyzes instrument data
YOU DODesign systems that actually work in space
About this analysis
50% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 07
Mentor graduate students and junior colleagues.
AI DOESDrafts feedback on student work, suggests reading lists, and answers routine technical questions
YOU DOBuild trust, read emotional cues, and share hard-won career wisdom
- TASK 08SOURCE-BACKED TASK
Develop and modify astronomy-related programs for public presentation.
AI DOESGenerates program outlines and visual content ideas
YOU DOShape the story for your audience
About this analysis
44% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 09SOURCE-BACKED TASK
Collaborate with other astronomers to carry out research projects.
AI DOESSchedules meetings and tracks project milestones
YOU DOBuild trust and navigate scientific disagreements
About this analysis
40% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 10
Direct the operations of a planetarium.
AI DOESDrafts schedules, writes program descriptions, and answers visitor questions via chatbot
YOU DOShow up, lead the team, and make judgment calls in the moment
- TASK 11SOURCE-BACKED TASK
Analyze research data to determine its significance, using computers.
AI DOESRuns statistical tests and finds patterns
YOU DODecide what the patterns actually mean
About this analysis
31% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 12SOURCE-BACKED TASK
Calculate orbits and determine sizes, shapes, brightness, and motions of different celestial bodies.
AI DOESProcesses telescope data and runs orbital calculations
YOU DOInterpret patterns and guide discovery
About this analysis
30% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 13SOURCE-BACKED TASK
Develop theories based on personal observations or on observations and theories of other astronomers.
AI DOESAnalyzes vast datasets and suggests pattern connections
YOU DOJudge which insights are worth pursuing
About this analysis
27% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 14SOURCE-BACKED TASK
Review scientific proposals and research papers.
AI DOESFlags methodology issues and checks citations
YOU DOJudge scientific merit and significance
About this analysis
25% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 15
Serve on professional panels and committees.
AI DOESSummarizes background docs and drafts talking points before meetings
YOU DOBring your expertise, relationships, and judgment to real discussions
- TASK 16SOURCE-BACKED TASK
Study celestial phenomena, using a variety of ground-based and space-borne telescopes and scientific instruments.
AI DOESProcesses telescope data and identifies patterns
YOU DODecide which discoveries matter most
About this analysis
13% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 17SOURCE-BACKED TASK
Present research findings at scientific conferences and in papers written for scientific journals.
AI DOESDrafts slides, abstracts, and paper sections
YOU DOShape the story and defend your work
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
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