Knowledge Graph Architect: Entity Resolution & Analytics

3GIMBALS; United States; On-site; USD 130,000 - 180,000; Full time

Job summary

3GIMBALS is seeking a Knowledge Graph Engineer to design, build, and maintain the knowledge graph that underpins our analytic platform. This role blends data engineering, semantic modeling, and NLP to connect people, organizations, locations, events, and other entities across large data sources.

You will model ontologies, implement entity resolution, and develop graph analytics and APIs for analysts. Experience with graph databases and RDF/OWL is important, and clearance or government experience

Qualifications

• 4+ years of software or data engineering experience, including hands-on knowledge graph work.
• Experience with graph databases (Neo4j, Amazon Neptune, TigerGraph, JanusGraph, or similar).
• Proficiency with graph query languages (Cypher, Gremlin, or SPARQL).
• Strong programming skills in Python (Java or Scala a plus).
• Experience with entity resolution / record-linkage techniques and tooling.
• Understanding of ontology and semantic modeling (RDF, OWL, property graphs).
• Experience with NLP / information extraction (spaCy, Hugging Face, or similar) for entity and relationship extraction.
• Familiarity with vector embeddings and similarity-based linking.
• Understanding of data provenance, confidence, and source attribution.

Responsibilities

• Design and evolve ontologies, schemas, and taxonomies for entities and relationships.
• Model complex, multi-source data into a coherent, queryable knowledge graph.
• Define and maintain graph data standards, naming conventions, and semantics.
• Build entity resolution, deduplication, and record-linkage pipelines across disparate sources.
• Develop relationship and event extraction from structured and unstructured data using NLP / information-extraction techniques.
• Integrate curated data from the data engineering team into graph ingestion workflows.
• Implement confidence scoring, provenance, and source attribution for graph assertions.
• Develop graph queries, traversals, and analytics (centrality, community detection, pathfinding, link analysis).
• Expose graph capabilities via APIs and query interfaces for analysts and applications.
• Optimize graph storage, indexing, and query performance at scale.
• Ensure the graph and its interfaces meet security requirements for sensitive environments.
• Implement access control, encryption, and secure handling of graph data.
• Support Authority to Operate (ATO) processes and compliance frameworks.

Tools

Neo4j

Amazon Neptune

TigerGraph

JanusGraph

Cypher

Gremlin

SPARQL

spaCy

Hugging Face

Docker

Kubernetes

Job description

3GIMBALS is seeking a Knowledge Graph Engineer to design, build, and maintain the knowledge graph that underpins our analytic platform. This role blends data engineering, semantic modeling, and NLP to connect people, organizations, locations, events, and other entities across large data sources.

You will model ontologies, implement entity resolution, and develop graph analytics and APIs for analysts. Experience with graph databases and RDF/OWL is important, and clearance or government experience