Scipy, Numpy, Pandas, Logistic Regression, real-time data pipelines, complex nested queries, window functions, cohort analysis, dashboarding tools, experimentation frameworks, multi-stage aggregations, statistical testing, optimize queries for performance

SAS, Sql, Python, Logistic Regression, rating system design, R, Survival Analysis, Scorecard Development