3-5+ years of product management experience, with at least 2 years in a technical product role. Background in data science, analytics, or software engineering. Strong understanding of data analytics and reporting tools. Familiarity with tools like Looker, Tableau, or custom reporting engines. Solid grasp of SQL or other query languages. Experience working with engineers on APIs, data pipelines, or backend systems. Experience working with large datasets and integrating multiple data sources. Hands-on experience with at least one OLAP-specific engine or analytical data warehouse technology (e.g., Apache Druid, ClickHouse, Amazon Redshift, Google BigQuery, Snowflake).