Agent Developer with Knowledge Graph

Specialistagentdeveloperfocusedonknowledgegraphdesignontologymodellinggraph-based

retrievalandgroundingAIagentoutputswithstructuredenterpriseknowledge.

Responsibilities

Designandbuildontology-drivenknowledgegraphsfordomainsrequirementscodeassets

designartifactsandenterpriseknowledgesources.

Modelentitiesrelationshipstaxonomieshierarchiesinheritancerulesandmetadataneededfor

agentreasoningandretrieval.

Implementgraph-basedretrievalhybridRAGsemanticsearchandcontext-rankingpatternsto

improvegroundingandexplainability.

Integrategraphdatabaseswithagentworkflowsprompttemplatesandevaluationdatasets.

Validateknowledgequalitygraphconsistencyrelationshipaccuracylineageandprovenanceof

retrievedcontext.

Collaboratewithdomainbackendandagentteamstooperationalizereusableknowledgemodels

andgraph-backedguardrails.

Qualifications

BachelorsorMastersdegreeinComputerScienceAIDataEngineeringorarelateddiscipline.

6yearsoftotalexperienceincluding2yearsinagentdevelopmentknowledgegraphsontology

modellingorsemanticretrieval.

StrongPythonprogrammingexpertise.

Hands-onexperiencewithgraphdatabasesgraphquerylanguagesontologydesignembeddings

vectorsearchandRAGpatterns.

ExperienceintegratingknowledgegraphswithLLMapplicationsagentworkflowsandenterprise

knowledgesources.

Familiaritywithevaluationframeworksgrounding-qualitychecksdatalineageprovenanceand

AIguardrails.

MandatoryTechStack

Language:Python.

AgentFrameworks:LangGraph/LangChainorequivalentagent-orchestrationframeworks.

LLMAPIs:OpenAI/Anthropic/Bedrock/AzureOpenAIorequivalentfoundation-modelAPIs.

GraphDB:AmazonNeptune/Neo4jandquerylanguagessuchasCypherGremlinorSPARQL.

KnowledgeModeling:Ontologydesigntaxonomieshierarchicalinheritanceentity/relationship

modellingmetadatalineageandprovenance.

Retrieval:VectordatabasessuchasPinecone/FAISSembeddingssemanticsearchhybridRAG

andgrounding-qualitychecks.