Senior Ontology Data Modeler
Full-time
SFE
Must Have Technical/Functional Skills:
- 5+ years in Data Modeling, Data Architecture, and Ontology/Semantic Modeling
- Strong experience in conceptual, logical, and physical data modeling
- Hands-on experience with ontology and semantic modeling using RDF, RDFS, OWL, or related semantic technologies, including knowledge-graph design
- Proficiency with SQL and experience modeling on modern cloud data platforms (AWS; familiarity with object storage and open table formats such as S3/Apache Iceberg is a plus)
- Insurance domain experience (Annuity preferred)
- Experience translating business requirements into scalable data and semantic solutions, working directly with business stakeholders
- Strong analytical, communication, and stakeholder-management skills - able to bridge business and technical teams
Preferred Qualifications:
- Hands-on experience with an ontology-based semantic-layer platform (e.g., Timbr) and/or graph databases such as Amazon Neptune, Stardog, or Neo4j
- Familiarity with data governance/metadata platforms such as Collibra, Alation, or Microsoft Purview
- Experience harvesting semantics from existing BI assets (Tableau, Power BI, Business Objects) and ETL pipelines
- Exposure to AI/GenAI, GraphRAG, semantic search, or enterprise knowledge-graph and agentic-AI initiatives
- Familiarity with traditional data-modeling tools (ERwin, ER/Studio, PowerDesigner)
Roles & Responsibilities:
- Design, build, and maintain enterprise ontologies, semantic data models, knowledge graphs, taxonomies, and business vocabularies
- Define business entities, relationships, hierarchies, metrics, and semantic rules across enterprise data domains
- Model insurance domains including Policy, Claims, Underwriting, Customer, Product, Sales, and Producer/Agency
- Harvest existing business logic from reports, dashboards, and ETL/stored procedures; capture tacit knowledge through structured sessions with business SMEs
- Apply a hybrid modeling approach (bottom-up from source schemas, top-down from business concepts), including refining and validating AI-assisted ontology candidates
- Map ontology concepts to physical data sources and validate model outputs against source-of-truth systems and existing reports
- Treat ontology development like application delivery - versioning, testing, and controlled promotion through DEV QA STAGE PROD, with artifacts managed in Git
- Collaborate with Data Architects, Data Engineers, and business SMEs; support consuming teams across BI, analytics, and AI/agent workflows
- Support data governance, metadata management, data lineage, a nd data quality initiatives
- Ensure alignment with enterprise architecture, industry standards, and data governance best practices
Vacancy posted 3 days ago
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