From Data Science to Business Value - Analytics Applied
•
6 gostaram•2,230 visualizações
LinkedIn's Director of Business Analytics Simon Zhang's talk from industry event Big Analytics 2012 in San Francisco. http://www.biganalytics2012.com
Recomendados
Mais conteúdo relacionado
Mais procurados
Mais procurados (20)
Destaque
Destaque (20)
Semelhante a From Data Science to Business Value - Analytics Applied
Semelhante a From Data Science to Business Value - Analytics Applied (20)
Mais de Teradata Aster
Mais de Teradata Aster (20)
Último
Último (20)
From Data Science to Business Value - Analytics Applied
- 1. From Data Science to Business Value - Analytics Applied Simon Zhang Business Analytics April 2012 1
- 2. Simon Zhang 1st Director, Business Analytics at LinkedIn San Francisco Bay Area | Internet Brief Introduction Send Message View Profile Simon Zhang, Business Analytics 2
- 3. Overview of Business Analytics @ Support 70% of total 2100+ internal LinkedIn employees Cover 3 major diverse, scalable and growing revenue streams Hiring Solutions Providing passive recruiting at scale and adding social relevancy to active job searches Marketing Solutions Delivering marketers targeted access to one of the most influential, affluent and educated audiences on the web Premium Subscriptions Enabling professionals to be more productive with premium tools tailored by customer segment 3 Simon Zhang, Business Analytics
- 4. Today’s topics • Insights •Value • Analytics •Action • Data •Energy 4 Simon Zhang, Business Analytics
- 5. Let’s take a tour to visit the Great Pyramid of Giza Simon Zhang, Business Analytics 5
- 6. Traditional Framework of Analytics And why it does not work at LinkedIn Insights Analytics Layers Deep Analysis Ad-hoc Analysis The BI layer and Ad- Hoc Analytical layers Technology are misplaced. BI & Reporting Layers Data Mgmt & Data Quality Mgmt Tracking 6 Simon Zhang, Business Analytics
- 7. Let’s go deeper, and expand the pyramid… Decision Decision 6. Value! Insights 5. “Interesting” is not enough, always ask “so what”. Deep Analysis 4. Do the actual work…... BI & Reporting Ad-hoc Analysis 3. Make sure data is deployed efficiently Data Mgmt & Data Quality Mgmt with good quality. 2. Implement tracking to ensure data Tracking is useful. Products 1. Understand the products first. 7 Simon Zhang, Business Analytics
- 8. Why it is still not enough? Decision 1. Functional layers 2. Bottom layers consume Insights could be disconnected! 90% of analysts’ time Deep Analysis BI & Reporting Ad-hoc Analysis Data Mgmt & Data Quality Mgmt Tracking Products 8 Simon Zhang, Business Analytics
- 9. Business Analytics Evolution at LinkedIn Decision Decision Insights and Action Deep Analysis BI & Reporting Easy, Fast, & Scalable Ad-hoc Analysis Solutions Data Mgmt & Data Quality Mgmt Tracking …… Products Past Current 9 Simon Zhang, Business Analytics
- 10. “Leverage” is our priority In the past! Current! Moving forward… Simon Zhang, Business Analytics 10
- 11. Next play: Unified Analytics Products Decision Tracking Data Insights Mgmt Deep Ad-hoc Analysis Analysis BI & Reporting 11 Simon Zhang, Business Analytics
- 12. Hire the right people with the right…… +X% 80% 100% ? 15% 5% 0% Skills + IQ & EQ + Passion = Good Analyst Great Analyst? What else makes a great analyst? Simon Zhang, Business Analytics 12
- 13. The power of belief. Simon Zhang, Business Analytics 13
- 14. We are looking for people beyond “Get It Done” mindset! 100% 50%- 100% 0% Almost Done Get It Done! ABC What is ‘ABC’? Simon Zhang, Business Analytics 14
- 15. ABC = Always Be Closing! Simon Zhang, Business Analytics 15
- 16. Working as ONE person concept! Decision Insights Deep Analysis BI & Reporting Ad-hoc Analysis Data Mgmt & Data Quality Mgmt Tracking Products The importance of team work! Simon Zhang, Business Analytics 16
- 17. A very useful tool to solve complex analytical problems • Make an offer no one can refuse! LinkedIn Me Team Team Me LinkedIn • If this is your own business, are you going to do it in this way? • We are not consultants/advisors, we are business owners! Simon Zhang, Business Analytics 17
- 18. The power of LinkedIn’s networking effects The power of LinkedIn data! Member growth and engagement Relevant and valuable products Critical mass Technology of data & services platform Simon Zhang, Business Analytics 18
- 19. Some comments from LinkedIn internal teams who are supported by Business Analytics team…… To VP of Sales: "Want to shoot you a quick note, w/o our analytics team’s work, I would not have this vacation with my family now!” “Now, I believe.” “We believe!” …… 19 LinkedIn Property. Confidential Simon Zhang, Business Analytics
- 20. Next Generation Data Science? or Albert Einstein Nikola Tesla A Great An Amazing Theoretical Proposer Applied Science Provider Our job is to provide “energy”, so we go with Tesla 20 Simon Zhang, Business Analytics
- 21. Questions? 21 Simon Zhang, Business Analytics
- 22. Thank you! We are hiring! Simon Zhang, Business Analytics 22