3+ years of experience in product or growth analytics Advanced proficiency in SQL and Python or R Deep hands-on experience with BI and analytics tools such as Looker Experience with data warehouses such as Databricks Proven experience defining event schemas, designing tracking taxonomies, and collaborating with engineering on instrumentation Solid knowledge of A/B testing design, hypothesis testing, regression analysis, and funnel analysis Experience designing and analyzing incrementality testing Experience with Customer Data Platforms (CDPs) such as Segment, mParticle, or RudderStack Excellent communication and presentation skills Bachelor's degree in a quantitative field