3-5+ years of relevant experience in data products, data-driven SaaS, or product management. Strong ability to connect technical features to customer value and business outcomes. Experience working directly with customers to gather requirements and manage feedback. Excellent communication and data storytelling skills. Demonstrated ability to manage a backlog and prioritize effectively. Solid SQL fundamentals for data exploration and analysis. Experience with a modern BI platform (e.g., Tableau, Looker, Power BI, Sigma). Strong functional understanding of data transformation techniques. Experience with Snowflake, Fivetran, DBT, and Sigma (plus). Domain expertise in B2B SaaS verticals (plus). Familiarity with scripting languages like R or Python (plus). Exposure to AI/ML lifecycle or production machine learning models (plus).