3+ years of experience with Knowledge Graph Strong Understanding of graph concepts (Nodes, Edges, Properties) Experience with Taxonomy & Ontology Proficiency in navigating complex datasets Experience with SQL, SPARQL, or Cypher is a strong plus Understanding of how Generative AI works, common failure modes (hallucinations), and the importance of ground-truth data in training