Architect Lakehouse solutions using Azure Data Lake Gen2, Databricks, Delta Lake.
Design data models and ingestion pipelines with CDC and schema evolution.
Implement data governance, security, and compliance (GxP, HIPAA).
Enable ML workflows with MLflow, Feature Store, and curated datasets.
Collaborate with clinical operations and biometrics teams.

🎯 Requirements

15+ years in data architecture/engineering; 5+ yrs Azure; 3+ yrs Databricks.
Azure: ADLS Gen2, Data Factory/Fabric, Synapse/SQL, Event Hubs, Key Vault, VNets.
Databricks: Spark (PySpark/SQL), Unity Catalog, Delta Live Tables, MLflow.
Data Modeling: Star/Snowflake, Data Vault, CDC, schema evolution.
Programming: PySpark, SQL; bonus Python (pandas), Scala, dbt.
Governance & Security: IAM/RBAC/ABAC, row/column security, encryption, auditing.

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