10+ years in product management in SaaS or B2B environments, specializing in data management, data orchestration, or infrastructure products.Experience in ETL, ELT, reverse ETL, and data activation pipelines.Experience with data transformation tools (DBT, Coalesce) and orchestration frameworks (Airflow, Dagster) to build scalable pipelines.Experience with data virtualization and analytics platforms (Denodo, Domo) to enable seamless self-service data exploration and analytics.Experience integrating AI/ML-driven insights into data management products to enhance data quality, lineage tracking, and transformation recommendations.Experience with predictive analytics, anomaly detection, and semantic data enrichment for operational intelligence.Experience with real-time data movement, databases (Oracle, SQL Server, PostgreSQL), and cloud analytics platforms (Snowflake, Databricks, BigQuery).Experience with open table format, Apache Iceberg, and their impact on enterprise data strategies.Experience with data security, compliance, and governance best practices for enterprise data platforms.Experience embedding data lineage tracking, data quality validation, and operational analytics as core product functionalities.Experience with real-time observability, automation, and performance monitoring for data pipelines.Experience with cloud platforms (AWS, Azure, Google Cloud) and their data ecosystems.