Analyze data covering a wide range of information from user profile to feature usage behavior signals and identify new engagement patterns through data mining Conduct hypothesis driven exploratory analysis, build feature engineering, design the best structure, and select the most appropriate modeling techniques from a variety of machine learning models to understand feature impact on audience habituation and retention