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Coupa Software

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Senior Engineer, Knowledge Engineering

Software EngineerSoftware EngineerFull TimeRemoteSeniorTeam 1,001-5,000Since 2006H1B SponsorCompany SiteLinkedIn

Location

India

Posted

8 days ago

Salary

0

Seniority

Senior

Bachelor Degree5 yrs expEnglishElasticSearchNeo4jPython

Job Description

Senior Engineer, Knowledge Engineering

Coupa Software

• Design and implement an ontology from Coupa's existing data models (hundreds of entity models, relationships, business rules). • Build and populate a knowledge graph with entity instances and relationship edges. • Implement graph query interfaces for AI model consumption. • Design tenant-isolated vs. shared knowledge graph layers. • Map existing taxonomies and classification hierarchies into the knowledge graph. • Collaborate with ML engineers to generate ontology-aware training data. • Evaluate graph storage options (Elasticsearch graph queries, Neptune, Neo4j) and recommend approach. • Evolve the ontology as AI capabilities expand to additional platform areas.

Job Requirements

  • 5+ years of software engineering experience, with 2+ years in knowledge representation, graph systems, or data modeling.
  • Experience with graph databases or graph-like query systems (Neo4j, Neptune, Elasticsearch).
  • Understanding of ontology design: RDF, JSON-LD, OWL, or pragmatic schema representations.
  • Experience with entity resolution and knowledge graph population from structured data.
  • Strong data modeling skills: entity-relationship design, hierarchical taxonomies.
  • Proficiency in Python and query languages (Cypher, Gremlin, SPARQL, or Elasticsearch DSL).
  • Experience with enterprise data models in B2B SaaS is a plus.
  • BS/MS in Computer Science or equivalent experience.

Benefits

  • Pioneering Technology
  • Collaborative Culture
  • Global Impact

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