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Most bench scientists think breaking into computational biology means going back to school. Dean Lee proves otherwise. Dean went from neuroscience PhD student at Harvard to Principal Computational Biologist at Novartis by teaching himself to analyze scRNA-seq data in stolen scraps of time alongside his bench job, and now he helps thousands of scientists make the same move through his online community Dean's List.
In this episode, Dean and Carina break down exactly what it takes to build real computational biology credibility without another degree, without quitting your job, and without waiting for someone to hand you permission.
You'll learn:
Whether you've been thinking about this pivot for years or you're just starting to wonder if it's possible, this conversation gives you the roadmap.
Learn more about the Collaboratory Career Hub community and access our free resources:
Join our Skool Community
Take the Free 7-day Interview Sprint Challenge
Check out our sister podcast: Building Biotechs
Send Carina a connection request on LinkedIn!
Stay connected with us:
🌐 Website
00:00 Dean Lee's path from Harvard neuroscience to computational biologist at Novartis
04:00 The volunteer scRNA-seq project that launched Dean's career pivot
07:30 Why hiring managers ignore certificates and look only for project work
12:00 How reproducing published research builds irrefutable portfolio proof
21:30 The MLSC funded intern hack for breaking into biotech startups
26:30 The 2026 comp bio job market and where entry-level roles actually exist
30:00 How to transition into computational biology within your current company
33:00 Operational AI vs scientific AI and what it means for your comp bio career
By Carina Clingman4
44 ratings
Most bench scientists think breaking into computational biology means going back to school. Dean Lee proves otherwise. Dean went from neuroscience PhD student at Harvard to Principal Computational Biologist at Novartis by teaching himself to analyze scRNA-seq data in stolen scraps of time alongside his bench job, and now he helps thousands of scientists make the same move through his online community Dean's List.
In this episode, Dean and Carina break down exactly what it takes to build real computational biology credibility without another degree, without quitting your job, and without waiting for someone to hand you permission.
You'll learn:
Whether you've been thinking about this pivot for years or you're just starting to wonder if it's possible, this conversation gives you the roadmap.
Learn more about the Collaboratory Career Hub community and access our free resources:
Join our Skool Community
Take the Free 7-day Interview Sprint Challenge
Check out our sister podcast: Building Biotechs
Send Carina a connection request on LinkedIn!
Stay connected with us:
🌐 Website
00:00 Dean Lee's path from Harvard neuroscience to computational biologist at Novartis
04:00 The volunteer scRNA-seq project that launched Dean's career pivot
07:30 Why hiring managers ignore certificates and look only for project work
12:00 How reproducing published research builds irrefutable portfolio proof
21:30 The MLSC funded intern hack for breaking into biotech startups
26:30 The 2026 comp bio job market and where entry-level roles actually exist
30:00 How to transition into computational biology within your current company
33:00 Operational AI vs scientific AI and what it means for your comp bio career