Enterprise architecture and enterprise data architecture (data modeling and enterprise dimensional modeling) • Expert in SQL and data modeling (relational, dimensional, semantic) • Proven experience in data warehouse design, implementation, and maintenance (Snowflake) • Hands-on with DBT for modular, testable transformations • Experience with orchestration and ingestion tools: Airflow, Prefect, Airbyte, Fivetran, Kafka • Familiar with ELT, schema-on-read, DAGs, and performance optimization. • AWS DevOps - Terraform, Kubernetes, Docker • Project & Change Management skills especially experience working in an Agile (SCRUM, Kanban) environment/team focusing on sprint by sprint deliveries • Real-time ETL - Kafka streaming, AWS Kinesis.