Lead Associate - Data Ontology / AI

Davies
Pune
Workplace: HybridFull timeFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Communication","Documentation","Facilitation","Stakeholder management"]

Design, develop, and govern enterprise ontologies, taxonomies, and semantic data models that power AI, analytics, and intelligent data products. Build and manage knowledge graphs connecting business entities, relationships, processes, and data assets, translating business concepts into scalable semantic structures. Implement semantic modeling in Microsoft Fabric and related Microsoft data/AI platforms, supporting RAG and advanced analytics initiatives while driving governance, documentation, and stakeholder enablement.

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Davies
Davies
1 day ago

Lead Associate - Data Ontology / AI

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Last checked: 1 hour agoStatus: Live

Job Summary

Design, develop, and govern enterprise ontologies, taxonomies, and semantic data models that power AI, analytics, and intelligent data products. Build and manage knowledge graphs connecting business entities, relationships, processes, and data assets, translating business concepts into scalable semantic structures. Implement semantic modeling in Microsoft Fabric and related Microsoft data/AI platforms, supporting RAG and advanced analytics initiatives while driving governance, documentation, and stakeholder enablement.
Location: Pune
Workplace: Hybrid
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Design and maintain enterprise ontologies, taxonomies, business vocabularies, and semantic data models.
  • •Develop and manage knowledge graphs that connect business entities, relationships, processes, and data assets.
  • •Implement semantic modeling solutions within Microsoft Fabric and related Microsoft data and AI platforms.
  • •Support generative AI, retrieval augmented generation (RAG), and advanced analytics initiatives through knowledge representation techniques.
  • •Establish governance for ontology lifecycle management, versioning, stewardship, and quality assurance.

Key Requirements

  • •Bachelor's degree in Information Science, Computer Science, Data Science, Knowledge Management, Library Science, or a related field.
  • •3+ years of experience in ontology development, semantic technologies, metadata management, or knowledge graph solutions.
  • •Experience designing and implementing knowledge graphs and semantic data models.
  • •Strong understanding of ontology concepts, taxonomy design, and enterprise information architecture.
  • •Hands-on experience with Microsoft Fabric and modern cloud-based data platforms.
Education:Bachelor's
Skills:CommunicationDocumentationFacilitationStakeholder management
Tech Stack:Microsoft FabricCloud-based data platformsGraph databasesLinked dataRDFOWLSPARQLSQLRAGAIMachine learning

Company Brief

Davies
Davies is a specialist professional services and technology firm delivering claims, underwriting, and risk solutions to insurers, reinsurers, brokers and regulated businesses globally, with major capabilities in claims management, forensics, and digital transformation.
Industry: Consulting
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Established Company
Valuation: Unicorn (USD 1B+)
Funding: Private Equity Backed
Headquarters: City of London, United Kingdom
Founded: 1968
Glassdoor
Glassdoor: 3.8
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