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Senior Data Engineer (Ontology & Knowledge Graph Systems)

Senior Data Engineer (Ontology & Knowledge Graph Systems)

People Tech Group IncHyderabad, Telangana, India
12 days ago
Job description

Senior Data Engineer (Ontology & Knowledge Graph Systems)

We are seeking a Senior Data Engineer to design and implement a semantic data layer that unifies complex data assets across domains. This role focuses on building Palantir-style ontology and knowledge graph systems using open-source technologies to enable interpretability, analytics, and AI-driven workflows.

Key Responsibilities

  • Design and implement scalable ontology or knowledge graph models representing business and technical domains.
  • Build and maintain data pipelines (batch and streaming) for ingesting, transforming, and mapping heterogeneous data into semantic structures.
  • Develop and optimize storage and query layers using graph databases or RDF / OWL frameworks (e.g., Neo4j, Apache Jena, TerminusDB).
  • Integrate with APIs and orchestration systems to operationalize actions and workflows on ontology objects.
  • Implement and maintain SPARQL, Cypher, or GraphQL interfaces for downstream applications.
  • Collaborate with data scientists and AI teams to expose graph-based features for modeling and analytics.
  • Ensure data lineage, versioning, and governance of ontology schemas and transformations.
  • Establish telemetry, metrics, and automated tests for data quality and consistency.
  • Mentor other engineers on semantic modeling, data integration patterns, and graph-based system design.

Required Skills and Experience

  • 6+ years of experience in data engineering, with strong background in distributed data systems.
  • Expertise in data modeling, ontology design (RDF / OWL), and graph data structures.
  • Proficiency with graph databases (Neo4j, TerminusDB, ArangoDB) and query languages (SPARQL, Cypher, GraphQL).
  • Hands-on experience with Apache Spark or similar distributed data processing frameworks.
  • Strong understanding of ETL / ELT workflows and data integration across multiple systems.
  • Proficiency in Python, Scala, or Java.
  • Experience designing and managing APIs, preferably GraphQL-based data access layers.
  • Familiarity with workflow orchestration tools (Airflow, Temporal, Camunda) and CI / CD pipelines.
  • Strong knowledge of data governance, schema evolution, and version control for ontology / data models.
  • Excellent communication and documentation skills for working with cross-functional teams.
  • Preferred Qualifications

  • Experience with semantic web technologies (RDF, OWL, SHACL).
  • Background in AI / ML pipelines leveraging graph or semantic data.
  • Understanding of reasoning and inference systems.
  • Experience with cloud-based data platforms (AWS, GCP, or Azure).
  • Impact

    This role will define the foundation of our semantic data architecture — creating a unified, interpretable data layer that powers decision intelligence, analytics, and AI-driven systems across the organization.

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