7+ years of experience as a Business Analyst, Data Analyst, or similar role with increasing scope Expert-level SQL skills for complex querying and data validation Strong hands-on experience with BI and visualization tools (e.g., Tableau, Power BI, Looker) Experience using Python or R for data analysis and automation Solid understanding of data modeling, metric design, and analytical best practices Experience working with cloud data platforms (e.g., Snowflake, BigQuery, Redshift) Demonstrated exp