Define and implement canonical data models, conformed dimensions, and business-ready data marts on platforms such as Azure Fabric, Synapse, or Snowflake. Fast growth and a clear path to Lead Data Scientist or Principal roles based on impact and ownership, not just tenure. A junior data scientist or