Build and scale ingestion across 3rd-party marketing APIs (Meta, Google, TikTok, GA4, Shopify)
Normalize data into shared schemas (unified creative/campaign/order model)
Own data reliability at scale: sync accuracy, freshness, observability
Engineer multi-tenant scale with data isolation and privacy
Partner with AI and data science teams to expose clean data for agents
Use real marketing data from day one; scale to thousands of users

🎯 Requirements

Experience building large enterprise data pipelines at scale (1,000+ users)
Strong SQL and Python; production data warehouses (BigQuery/Snowflake/Redshift)
ETL/ELT patterns, incremental sync, schema design, analytics data modeling
Built integrations with third-party APIs: OAuth, pagination, rate limits, schema drift
Observability and data quality; instrument pipelines for trustworthy data
SOC 2/compliant security and privacy for enterprise data

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