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Enabling a Culture of
Analytics
Blake Irvine
Manager, Data Science & Engineering
Quick Intro
Who is this BI guy?
What does a Culture of Analytics bring?
Netflix is Reinventing Television
“The Secret Sauce
Behind Netflix's
Hit, "House Of
Cards": Big Data” --
Fast Company
“Giv...
Foundations
Cultural values
Team structure
Technology changes
Data accessibility
Cultural values
High Performance
Freedom & Responsibility
Context
Highly Aligned, Loosely Coupled
Team Structure
Vertical alignment
Specializations, not pigeonholes
Team Structure - Vertical
Engineering
Analytics
Reporting
Modeling
Reed
Hastings
Finance
David Wells
Content
Ted Sarandos
...
Team Structure - Specialization
Analytics
Reporting
Modeling
Engineering
Analyst
Engineer
Viz
Engineer
Technology Changes
What are our BI tools, and why?
Technology - Past
Process Analyze Report
Technology - Present
Process Analyze Report
Technology - Future
Process Analyze Report
Data Accessibility
Metacat
Big Data API
Big Data Portal
Data Accessibility - Metacat
Data Accessibility - Big Data API
Data Accessibility - Big Data Portal
Making it Happen
Cultural bias, team structure, innovative tools,
and accessibility
Training
Talent
Questions / Future
Blake Irvine
birvine@netflix.com
https://www.linkedin.com/in/blakeirvine
Netflix culture: http://goo.gl...
Netflix - Enabling a Culture of Analytics
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These are slides from a conference where I presented how we are enabling a culture of analytics at Netflix. I highlight aspects of our culture, our Data Science team organization, our BI tool evolution, and how we are making data accessible.

Netflix - Enabling a Culture of Analytics

  1. Enabling a Culture of Analytics Blake Irvine Manager, Data Science & Engineering
  2. Quick Intro Who is this BI guy? What does a Culture of Analytics bring?
  3. Netflix is Reinventing Television “The Secret Sauce Behind Netflix's Hit, "House Of Cards": Big Data” -- Fast Company “Giving Viewers What They Want” --New York Times “The Science Behind the Netflix Algorithms That Decide What You’ll Watch Next” --Wired Data-Mining Boosts Netflix's Subscriber Base, Showbiz Clout --AdAge
  4. Foundations Cultural values Team structure Technology changes Data accessibility
  5. Cultural values High Performance Freedom & Responsibility Context Highly Aligned, Loosely Coupled
  6. Team Structure Vertical alignment Specializations, not pigeonholes
  7. Team Structure - Vertical Engineering Analytics Reporting Modeling Reed Hastings Finance David Wells Content Ted Sarandos Marketing Kelly Bennett Product Neil Hunt Business Development Bill Holmes DSE Content DSE Finance DSE Marketing DSE Streaming DSE Partner Analytics
  8. Team Structure - Specialization Analytics Reporting Modeling Engineering Analyst Engineer Viz Engineer
  9. Technology Changes What are our BI tools, and why?
  10. Technology - Past Process Analyze Report
  11. Technology - Present Process Analyze Report
  12. Technology - Future Process Analyze Report
  13. Data Accessibility Metacat Big Data API Big Data Portal
  14. Data Accessibility - Metacat
  15. Data Accessibility - Big Data API
  16. Data Accessibility - Big Data Portal
  17. Making it Happen Cultural bias, team structure, innovative tools, and accessibility Training Talent
  18. Questions / Future Blake Irvine birvine@netflix.com https://www.linkedin.com/in/blakeirvine Netflix culture: http://goo.gl/Vmq93c
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These are slides from a conference where I presented how we are enabling a culture of analytics at Netflix. I highlight aspects of our culture, our Data Science team organization, our BI tool evolution, and how we are making data accessible.

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