Julia Silge discusses how she got into astronomy, her first non-data science positions after leaving academia, and how she then started blogging about data science and going to conferences, which opened up the door to new opportunities, including open source contributions, writing books, and data science positions. She shares advice for those who are considering making the transition from astronomy to data science. She also talks about the experience of speaking at SciPy 2024 about scientific computing across languages.    Links: Julia’s LinkedIn: https://www.linkedin.com/in/juliasilge/  Julia’s blog: https://juliasilge.com/blog/  ROpenSci: https://ropensci.org/  Her first O’Reilly book: https://www.oreilly.com/library/view/text-mining-with/9781491981641/  SciPy Conference: https://conference.scipy.org/  Her Talk at SciPy 2024: https://youtu.be/MVuxbtERZMI?si=1pSajS3Y1I5CjjBx    Credits Intro Music: Tonight At Eight by Shane Ivers - https://www.silvermansound.com (no relation) Outro Music: Savour The Moment by Shane Ivers - https://www.silvermansound.com (no relation) Co-Hosts: Jeffrey Silverman and Joseph A’Hearn Recording: Jeffrey Silverman Editing: Joseph A’Hearn ATDS Podcast Logo: Joseph A’Hearn Thumbnail Headshot Image: Julia Silge Thumbnail Design: Joseph A'Hearn   We thank the American Astronomical Society for being an official sponsor of the podcast.   Timecodes 0:00 - Intro 1:37 - Astronomy Background 7:45 - Careers After Leaving Astronomy 8:49 - Emergence of Data Science 10:36 - UT Austin Astronomy Conducive to Data Science 12:45 - Getting into Data Science 19:13 - First Data Science Job 21:36 - Consulting Roles 25:44 - Writing Books 28:16 - Current Role at Posit PBC 35:51 - Switch from Individual Contributor to Manager 42:50 - Advice for Astronomers Becoming Data Scientists 48:29 - Scientific Computing Across Languages 56:13 - Outro   #Astronomy #DataScience #Transitions #Podcast #ATDS #Astro2Data