
Gutierrez
Data Scientists
at
Work
Data Scientists at Work is a collection of interviews with sixteen of the world’s most influential and innovative
data scientists from across the spectrum of this hot new profession. “Data scientist is the sexiest job in the 21st
century,” according to the Harvard Business Review. By 2018, the United States will experience a shortage of
190,000 skilled data scientists, according to a McKinsey report.
Through incisive in-depth interviews, this book mines the what, how, and why of the practice of data science
from the stories, ideas, insights, and forecasts of its preeminent practitioners across diverse sectors: social
network (Yann LeCun, Facebook); professional network (Daniel Tunkelang, LinkedIn); venture capital (Roger
Ehrenberg, IA Ventures); enterprise cloud computing and neuroscience (Eric Jonas, formerly Salesforce.com);
newspaper and media (Chris Wiggins, The New York Times); streaming television (Caitlin Smallwood, Netflix);
music forecast (Victor Hu, Next Big Sound); strategic intelligence (Amy Heineike, Quid); environmental big data
(André Karpištšenko, Planet OS); geospatial marketing intelligence (Jonathan Lenaghan, PlaceIQ); advertising
(Claudia Perlich, Dstillery); fashion e-commerce (Anna Smith, Rent the Runway); specialty retail (Erin Shellman,
Nordstrom); email marketing (John Foreman, MailChimp); predictive sales intelligence (Kira Radinsky,
SalesPredict); and humanitarian nonprofit (Jake Porway, DataKind).
Each of these data scientists shares how he or she tailors the torrent-taming techniques of big data, data
visualization, search, and statistics to specific jobs by dint of ingenuity, imagination, patience, and passion. Data
Scientists at Work parts the curtain on the interviewees’ earliest data projects, how they became data scientists, their
discoveries and surprises in working with data, their thoughts on the past, present, and future of the profession,
their experiences of team collaboration within their organizations, and the insights they have gained as they get
their hands dirty refining mountains of raw data into objects of commercial, scientific, and educational value for
their organizations and clients. Readers will learn:
• How the data scientists arrived at their positions and what advice they have for others
• What projects the data scientists work on and the techniques and tools they apply
• How to frame problems that data science can solve
• Where data scientists think the most exciting opportunities lie in the future of data science
• How data scientists add value to their organizations and help people around the world
www.apress.com
US $29.99
Shelve in Business/Careers
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SEXY SCIENTISTS WRANGLING DATA AND BEGETTING NEW INDUSTRIES
Sebastian Gutierrez
Data Scientists
at
Work
Sebastian Gutierrez is a data entrepreneur who has founded
three data-related companies: DataYou (data science and visualiza-
tion consulting and education), LetsWombat (product sampling),
and Acheevmo (athletic performance statistics). He was formerly
an emerging markets risk manager at Scotia Capital and an FX
options trader at JP Morgan and Standard Chartered Bank. He
leads the 1,600-member New York City D3.js Meetup Group and
is co-editor of Data Science Weekly.
“
In this book, you will see how some of the world’s top data scientists work across a dizzyingly wide
variety of industries and applications—each leveraging her own blend of domain expertise,
statistics, and computer science to create tremendous value and impact.
”
—from the foreword by Peter Norvig, Director of Research, Google
C W
(The New York Times)
C S
(Netix)
A H
(Quid)
J L
(PlaceIQ)
R E
(IA Ventures)
E S
(Nordstrom)
V H
(Next Big Sound)
J F
(MailChimp)
C P
(Dstillery)
D T
(LinkedIn)
K R
(SalesPredict)
E J
(Independent Scientist)
Y LC
(Facebook)
A S
(Rent the Runway)
J P
(DataKind)
A K
(Planet OS)
9781430 265986
52999
ISBN 978-1-4302-6598-6
foreword by peter norvig (G oogle)
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