Often Missing SkillsSPARQL proficiency and query optimizationFormal ontology design with RDF/OWLSHACL-based validation and constraint modelingReasoning/inference and use of reasoners
Development SuggestionsComplete an end-to-end knowledge graph project: model a domain ontology, load data into a triple store (e.g., Jena Fuseki/GraphDB), write SPARQL queries and SHACL validations, and document design decisions with competency questions.