3+ years of experience in a Data Scientist or Product Analyst role. Expert proficiency in SQL. Strong proficiency in Python or R. Proven experience designing, launching, and analyzing A/B tests or other product experiments. Experience with cloud data warehouses (e.g., Snowflake, Redshift, BigQuery). Experience with data visualization tools (e.g., Sigma, Tableau, Looker). Advanced knowledge of statistical methods (regression, hypothesis testing, time series analysis). Demonstrated ability to translate business questions into analytical projects. Excellent verbal and written communication skills. Demonstrated ability to work independently.