[About Vpon]
我們利用機器學習 (Machine Learning) 和統計模型 (Statistical Modeling) 從海量數據 (Big Data) 中挖掘各式使用者行為和能付諸行動的洞見與觀察 (Actionable Insights)，進而建立數據產品 (Data Products)，將其應用在廣告投放，電商成效優化、O2O 等各種領域。
[About Data Science Team]
我們是一群由電腦科學家、統計學家和心理學家等跨領域組成的數據科學團隊 (Data Science Team)，深信著 “Data Drives Transactions”。
團隊的發展重點為廣告競價平台 (Real-Time Bidding Demand-Side Platform) 、數據管理平台 (Data Management Platform)，團隊的使命是幫助企業提升顧客終生價值 (Customer Lifetime Value)。
[About Job]
• Lead the definition of feasible problems and reasonable measuring ways to drive business solutions
• Partner closely with business and engineering teams to collect requirements, and provide assessment or suggestion
• Develop user behavior predictive models with valuable findings from large-scale datasets, especially in the field of traveling related problems
• Prototype and build machine learning pipelines to accelerate development life cycle
• Demonstrate data visualizations with clear presentations of insights and business recommendations
• Research machine learning techniques and optimization methods based on multi-source data to improve the quality of DMP product
