Senior Data Scientist
China Southern Airlines
September 2012 to May 2014
Research Scientist, Staff Engineer
June 2016 to January 2019
San Jose, California
Technical Product Manager
December 2015 to May 2016
San Jose, California
June 2014 to December 2015
Mountain View, CA
What company does Vivian Guo work for?
Vivian Guo works for Apple
What is Vivian Guo's role at Apple?
Vivian Guo is Senior Data Scientist
What industry does Vivian Guo work in?
Vivian Guo works in the Internet industry.
💼 Past Experience
Vivian Guo's work experience:Senior Data Scientist at AppleApple News Marketing. Data Scientist at China Southern Airlines from September 2012 to May 2014 (1 year 9 months) in Los Angeles.Predictive models on customers’ purchasing behaviorSegmentation models for customers (based on behavioral and demographic features) & ticketing agentsForecast on revenue and flight loadings Automate data visualization solutions for performance review reports.Research Scientist, Staff Engineer at eBay from June 2016 to January 2019 (2 years 8 months) in San Jose, California.develop the algorithm for eBay ads cannibalization with Online experiment of 0.7% revenue lift (to maximize the ads revenue while minimizing the cannibalization to eBay's core business) Develop different versions of Algorithm, which all achieved successful experiment results with significant lift in number of bought items across US siteDeep learning applied on prediction models: Wide-n-Deep & RNNBuild a data science platform with automatic modeling pipelines using docker image and artifact Predict ad bidding prices by setting effective floor price and raise ad revenue Conduct unit test for data science pipelines Mentor junior members and interns experiences in Java, Scala, Python, R, H2O, Hadoop. Technical Product Manager at eBay from December 2015 to May 2016 (6 months) in San Jose, California. Own the A/B test experimentation process for Search Science from end-to-endAnalyze large set of customer behavior data and define metrics Prediction model to improve the human judgement quality Using Scala to process Search logs on Hadoop Cluster.
Vivian Guo has a Ph.D. in Economics from the University of Minnesota-Twin Cities. She also has a Bachelor of Science in economics and mathematics from the University of Toronto. Vivian Guo worked as an economist at the University of Minnesota-Twin Cities from 2008 to 2013, and then she joined the School of Management and Economics at The University of Melbourne as an Assistant Professor in 2017. And currently Vivian Guo is an Assistant Professor at the University of Melbourne.Vivian Guo'seducational background has resulted in her being highly prepared for her current role as an Assistant Professor at the University of Melbourne. Vivian Guo is highly experienced in studying and working with students from a variety of backgrounds and backgrounds in various fields. Vivian Guo is also highly knowledgeable in economics and mathematics, which have helped her quickly become an accomplished economist and teacher.
💡 Technical & Interpersonal Skills
Vivian Guo has experience as a Senior Data Scientist at Apple and as a Data Scientist at China Southern Airlines. Vivian Guo currently works as a Senior Data Scientist at Apple in Cupertino, California. Vivian Guo was also a Research Scientist at eBay from June 2016 to January 2019. Vivian Guo is also a Technical Product Manager at eBay from December 2015 to May 2016. Vivian Guo has experience with Java, Scala, Python, R, H2O, and Hadoop. Vivian Guo is also a lecturer at UC Berkeley, lecturer at Stanford University, and a techno-rights activist.
Introversion (I), Intuition (N), Thinking (T), Judging (J)
1 year(s), 7 month(s)
There's 86% chance that Vivian Guo is seeking for new opportunities
Enjoy unlimited access and discover candidates outside of LinkedIn
Trusted by 400K users from
76% of Fortune 500 companies
The most accurate data ever
Hire Anyone, Anywhere
with ContactOut today
Making remote or global hires? We can help.
No credit card required