Machine Learning Scientist

Job Description

[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

Requirements

[Pay range...] Monthly Salary= NTD$60,000-NTD$120,000 Annual Package= + monthly salary X 12 months + year-end guarantee bonus (2 months salary/per full year) + year-end performance bonus (0.5-3 months based on performance evaluation) + first year 16 days annual leave+ 5 days sick leave with pay. (on pro rata basis)

Salary

840K ~ 1.68M TWD / year

Team

VponHR

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