Build governed ingestion pipelines and CDC/ELT integrations from SaaS systems and cloud billing sources into Snowflake.Develop conformed data models, tested transformations, semantic layers, freshness monitoring, lineage, drift alerting, and reliable backfills.Implement Snowflake RBAC, row- and column-level policies, masking, Okta-based identity inheritance, and cost attribution.Bui