Redshift, Athena, Glue, EMR, Kinesis, Step Function, or equivalent in other web services)  · Familiarity with timeseries database, data streaming applications, Kafka, Flink, and more is a plus  · Familiarity with modern data science and product analytics tools and techniques such as R, Machine Learning, and advanced statistics is a plus