Data Modeler - Lakehouse & Knowledge Graphs
Venquis · Abou Dabi
وصف الوظيفة
About the role
A recruiter is looking for a Data Modeler in Abu Dhabi to design scalable data models and semantic layers for a Lakehouse architecture. The role also covers building knowledge graphs, defining ontologies and enabling advanced data discovery and interoperability across the enterprise.
Key responsibilities
- Design conceptual, logical and physical data models for a Medallion architecture (Bronze, Silver, Gold layers) and apply dimensional modeling for analytical layers.
- Apply Slowly Changing Dimensions (SCD2) and historical tracking, and define naming conventions, metadata standards and model documentation.
- Design and implement a semantic layer for business-friendly data access and self-service analytics, using advanced AI tooling, and develop ontologies and taxonomies.
- Build and maintain knowledge graphs representing entity relationships, integrating them with Lakehouse metadata and lineage tools such as OpenMetadata.
- Work with Data Architects, Data Engineers and Data Quality teams so models fit Lakehouse design principles, are implemented in Glue and Iceberg tables, and include validation rules.
- Support schema evolution, partitioning and performance optimization, and create reusable modeling templates for Data Factory squads.
Required profile
- Strong experience in data modeling for Lakehouse or data warehouse environments.
- Proficiency in semantic layer design, ontologies and knowledge graph development.
- Preferred: 7+ years in data modeling or data architecture roles; experience in semantic technologies, knowledge graphs and financial services is a strong plus.
- Ability to work in a fast-paced environment and deliver aggressive migration targets.
Required skills
- Familiarity with AWS Glue, Apache Iceberg and Medallion architecture.
- Understanding of metadata management and lineage tools (OpenMetadata preferred).
- Data modeling tools such as ERwin or PowerDesigner, and semantic layer tools such as Zaimler or AtScale.
- Knowledge graph frameworks such as RDF, OWL or Neo4j.
- Jira and agile way of working.
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Venquis
Abou Dabi
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