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Guy Davidson

Machine Learning Researcher

New York City Metropolitan Area · 1 connection

Jane Street

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About

I’m a machine learning researcher with a PhD in cognitive science and AI from NYU Center for Data Science, advised by Brenden Lake and Todd Gureckis. My dissertation offered theoretical, empirical, and computational advances in the study of goals: how do we represent, reason about, and come up with them? My recent work follows it to study task representations in large language models using mechanistic interpretability tools (as a visiting researcher at Meta FAIR with Adina Williams). In my non-academic life, I live with my wife Sarah, and our dog Lila, and spend time making homemade hot sauces, playing board games, and lifting weights.

Experience

Machine Learning ResearcherJane Street
Jan 2026
Research ScientistMeta
Aug 2025 to Jan 2026
Visiting ResearcherMeta
Sep 2024 to Sep 2025
Doctoral StudentNYU Center for Data Science
Sep 2019 to Sep 2025
Research InternMicrosoft
May 2022 to Aug 2022
Research EngineerAidoc
May 2017 to Nov 2017
Software Development Engineer InternAmazon
May 2016 to Aug 2016
Software Engineer InternshipMinerva Project
Jan 2016 to May 2016
Software EngineerSimilarweb
Jun 2015 to Sep 2015
Team leaderIsrael Defense Forces
Jan 2013 to Oct 2014
Training course instructorIsrael Defense Forces
Jul 2012 to Jan 2013
Technical squad leaderIsrael Defense Forces
Jan 2011 to Jul 2012
Officer candiateIsrael Defense Forces
Jul 2010 to Jan 2011
Software engineerIsrael Defense Forces
Jan 2009 to Jul 2010

Education

New York University
Doctor of Philosophy - PhD Data Science
2019 to 2024
Minerva University
B.Sc. Computational Sciences
2015 to 2019