CDI – Crolles France – Senior Manufacturing Semantic Layer data analyst (F/H)
Core
Design and maintain the semantic layer for industrial data, defining shared business entities, metrics, and dimensions to create a common understanding of manufacturing data.
Role type
Senior Manufacturing Semantic Layer data analyst
Builds
A unified semantic layer and data foundation for industrial and analytical use cases
Domain
Semiconductor manufacturing / Data Engineering
Deliverable
production ML models | dashboards & analysis
Required skills
Semantic data modeling, Data governance, Data integration, Metadata management, Data quality, Data cataloging, SQL, BI tools (Spotfire), Databricks
Preferred skills
Agentive AI data preparation, Data standardization
Technologies
Databricks, Spotfire, Git, Notebooks
Responsibilities
Define business entities, metrics, and dimensions for the semantic layer; Integrate and harmonize data from multiple manufacturing and engineering sources; Establish data naming conventions and reusable data models; Ensure data quality, traceability, and access rules; Prepare clean, structured datasets for data scientists and analytics teams; Collaborate with functional experts and data scientists to translate business needs into semantic requirements; Validate semantic models and reporting results; Industrialize semantic assets through versioning and lifecycle management.
Seniority
Senior, hands-on IC
