[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
[About You]
• MS/PhD in Computer Science, Statistics, Math, Physics, Engineering, or equivalent experience
• Excellent understanding of machine learning or statistical data analysis in theory and applications
• Strong collaboration skills with software and DevOps engineers to build production-level products
• Applied experience with handling and analyzing large-scale datasets
• Experience with at least one modeling framework such as R, Scikit Learn, TensorFlow, or Keras
• Expertise in programming languages such as Python, R, or Java
• Fluency in SQL-like programming languages
• Experience in Hadoop ecosystem such as Spark, Hive
• Experience with cloud services such as AWS or GCP is a plus
• Knowledge and experience in deep learning models is a plus
● 黃金地段，交通便利—公司位於信義區核心地帶，鄰近象山站、市政府站，通勤無憂！
● 優於業界的休假制度—到職首年即享 16 天特休，入職第四年起 20 天特休。我們重視你的生活與家庭，請放心安排代理人，享受假期！
● 彈性工時，工作生活平衡—每日 8 小時工作制，彈性上下班，午休時間自由安排。
● 混合辦公模式—每週二到四 可自選一天遠端辦公，讓你靈活掌控工作與生活。
● 完善的健康福利—週休二日、5 天全薪病假，Vponer 的身心健康最重要！
● 滿滿的美食與社交活動—不定期團隊聚餐、社團活動，每天還有 咖啡師手沖咖啡喝到飽，下班更可享啤酒暢飲！
● 舒適的辦公環境—簡約現代的空間設計，配備 一應俱全的辦公設施與商業服務，助你專注創新。
● 愛心公益—定期安排視障按摩服務，每次 30 元愛心捐款，累積小小善意，共同回饋社會。
● 豐富的員工活動—Team Building、野餐日、漆彈日等，讓團隊更緊密。
● 健康與節日福利—年度健康檢查、各節日慶祝活動、生日禮券，關心你的每個重要時刻！
