CDI – Rousset France – Manufacturing Semantic Layer data analyst (F/H)
Core
Design and maintain a manufacturing semantic layer to create a common understanding of industrial data, integrating data from multiple sources and supporting data scientists and analytics teams.
Role type
Manufacturing Semantic Layer Data Analyst
Builds
Shared semantic models, data integration pipelines, and governed data assets for industrial and analytical use cases.
Domain
Semiconductor manufacturing / Data Engineering
Deliverable
production ML models
Required skills
Data modeling, semantic layer design, data integration, data governance, metadata management, data quality, SQL, Python, Git, data catalogues, BI tools (Spotfire)
Preferred skills
Data architecture, data standardization, data lifecycle management, agentive use case preparation
Responsibilities
Define business entities, metrics, dimensions, and shared relations for industrial data; connect and harmonize data from manufacturing systems, engineering databases, and reporting platforms; establish naming conventions and reusable data models; define data ownership, quality principles, access rules, and traceability; create and maintain data documentation and dictionaries; prepare clean, structured datasets for data scientists; collaborate with functional experts, data scientists, and IT to translate business needs into semantic requirements; validate data quality and resolve integration incidents; industrialize semantic assets through best practices and versioning; align technical and business stakeholders on data definitions; test and validate semantic models and reporting paths; disseminate best practices for semantic modeling and data governance.
Seniority
Mid-level (2+ years experience)
