consistency at scale. Partnering with engineering teams to shape physical schemas, optimise performance, and guide workload placement across cloud platforms (AWS, Snowflake, Databricks). Influencing senior stakeholders across Product, Controls, Architecture, and Engineering to align on business rules, semantic definitions, and strategic priorities. Some other highly valued skills … data governance, control frameworks, lineage, cataloguing, and regulatory traceability. Experience shaping canonical models, data dictionaries, and enterprise‐wide semantic standards. Exceptional communication and storytelling skills to translate complex models into clear narratives for senior technical and non‐technical stakeholders. You may be assessed on the key critical skills ...