Responsibilities
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• Define and evolve the data ingestion and preparation architecture for the Common Semantic Layer (CSL).
  
• Ensure alignment between technical ingestion pipelines, the semantic data model, and external provider data dictionary and mappings.
  
• Create, validate, and enforce architecture standards for data ingestion and transformation.
  
• Act as a bridge between engineering teams, external providers, and business stakeholders.
  
• Ensure consistency across Stage, Common, and Refined layers.
  
• Define ingestion strategies by country and data source.
  
• Identify and mitigate structural risks, including external data dependencies, undefined or unavailable data sources, and mapping misalignment.
  
• Govern data mappings, transformation rules, an...