Hilary and Roger discuss when to hire a data scientist, the Kaggle State of Data Science and Machine Learning Survey, and the lack of tools for tracking changes to data.

Show notes:

Stickers at Sonos: https://twitter.com/jahilliar/status/926153450857082880

John Carmack on git: https://twitter.com/id_aa_carmack/status/929389759624916992

Linear Digressions episode on “Data Lineage”: http://lineardigressions.com/episodes/2017/9/3/data-lineage

Kaggle State of Data Science Survey: https://www.kaggle.com/surveys/2017

Support us through our Patreon page: https://www.patreon.com/NSSDeviations

Roger on Twitter: https://twitter.com/rdpeng

Hilary on Twitter: https://twitter.com/hspter

Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/

Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570

Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna

Find past episodes: http://nssdeviations.com

Contact us at [email protected]