Build a SaaS platform for defining, testing, deploying, and monitoring reverse ETL pipelines from warehouse models into operational systems. The tool would support cohort definitions, marketing intelligence feeds, operational features, CI/CD-style validation, and pipeline health monitoring so data teams can ship production data flows with less custom engineering.

Modern companies increasingly depend on warehouse-modeled data for customer-facing and operational systems, not just dashboards. The hiring signals show this work is becoming a dedicated engineering function across startups and enterprise environments.