Netflix enablingacultureofanalytics-150528161427-lva1-app6891
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This document discusses how Netflix has established a culture of analytics. It outlines Netflix's cultural values like high performance and freedom/responsibility that support analytics. It also describes Netflix's team structure with vertical alignment across functions and specialization within roles. Finally, it notes how Netflix has improved data accessibility through tools like Metacat, their Big Data API, and Big Data Portal to enable analytics.
Netflix enablingacultureofanalytics-150528161427-lva1-app6891
- 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 Youll Watch Next --Wired Data-Mining Boosts Netflix's Subscriber Base, Showbiz Clout --AdAge
- 5. Foundations Cultural values Team structure Technology changes Data accessibility
- 6. Cultural values High Performance Freedom & Responsibility Context Highly Aligned, Loosely Coupled
- 7. Team Structure Vertical alignment Specializations, not pigeonholes
- 8. 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
- 9. Team Structure - Specialization Analytics Reporting Modeling Engineering Analyst Engineer Viz Engineer
- 10. Technology Changes What are our BI tools, and why?
- 11. Technology - Past Process Analyze Report
- 12. Technology - Present Process Analyze Report
- 13. Technology - Future Process Analyze Report
- 14. Data Accessibility Metacat Big Data API Big Data Portal
- 15. Data Accessibility - Metacat
- 16. Data Accessibility - Big Data API
- 17. Data Accessibility - Big Data Portal
- 18. Making it Happen Cultural bias, team structure, innovative tools, and accessibility Training Talent
- 19. Questions / Future Blake Irvine birvine@netflix.com https://www.linkedin.com/in/blakeirvine Netflix culture: http://goo.gl/Vmq93c