Design and optimize Snowflake-based data models and pipelines to enable Revenue AI automation. Integrate Snowflake with ERP systems (Salesforce, Oracle, etc.), prepare governed datasets for AI/ML analytics, automate revenue recognition and forecasting, ensure SOX-compliant controls, optimize performance and cost, and support production systems and documentation for enterprise revenue processes.