Hiring Data Scientists and Machine Learning Engineers: A Practical Guide (True PDF)

[LeeAndro]

English | 2021 | ISBN: 1637905254 | 195 Pages | True PDF, EPUB | 2 MB

It's quite possible that the only thing more confusing than defining data science is actually hiring data scientists.​

Hiring Data Scientists and Machine Learning Eeers is a concise, practical guide to cut through the confusion. Whether you're the founder of a brand new startup, the senior vice president in charge of "digital transformation" at a global industrial company, the leader of a new analytics effort at a non-profit, or a junior manager of a machine learning team at a tech giant, this book will help walk you through the important questions you need to answer to detee what role and which skills you should hire for, how to source applicants, how to assess those applicants' skills, and how to set your new hires up for success. Special emphasis is placed on in-office vs remote hiring situations.

Among other things, Hiring Data Scientists and Machine Learning Eeers will help you

Nail down your hiring needs
Write an effective job description
Work effectively with HR to source talent
Efficiently filter applicants
Conduct high signal interviews
Optimize your process for remote or on-site hires
Smell out DS BS
Additionally, there are interviews throughout the book with experienced DS and MLE hiring managers lending their perspectives on the difficulties in hiring and effective strats to hire the best teams. Including interviews with

Julie Hollek, Senior Data Science Manager at Mozilla
Chris Albon, Director of Machine Learning at The Wikimedia Foundation
Sean Taylor, Data Science Manager at Lyft
Angela Bassa, Senior Director of the Data Science and Analytics Center of Excellence at iRobot
Ravi Mody, Eeering Manager at Spotify
An analytics and machine learning team is only as good as the people you hire. Let Hiring Data Scientists and Machine Learning Eeers guide you to your best possible team.



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