Proficient in Python, SQL, and AWS data services (S3, Glue, EMR, ECS, Lambda) Experience designing hybrid data platforms (streaming, batch, warehouse/lakehouse) Strong data modelling skills, including semantics, lineage, cataloguing, and metadata management Familiar with orchestration patterns and full data lifecycle design Experience with BI and orchestration tools supporting analytics and platform workflows Experience of Leading architectural decisions across modelling and ingestion Experience mentoring data engineers Experience in working remotely/ in async settings (preferred)