Requires experience in or knowledge of Linking longitudinal onservice data to qualitative research; Attribution modeling, funnel analysis, and cohort analysis for consumer subscription services; Software development best practices; Using enterprise version control; Design and statistical analysis of AB tests; 1 year of experience with data analysis using Python, pandas, numpy, and matplotlib; 1 year of experience writing SQL queries using analytics functions and common table expressions CTEs for data sets with at least 1 billion rows

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