Knowledge & Data Platform Lead
Tasks
- Build and refresh knowledge graph pipelines from production data
- Build training and evaluation datasets from production data for model adaptation
- Design enterprise knowledge graph ontology and schema
- Engineer agent context assembly with token budget
- Ensure multi tenant isolation and immutable audit trails
- Implement graph retrieval for AI workloads
- Implement hybrid search reranking and retrieval evaluation
- Implement permission aware retrieval with document access controls
- Manage knowledge lifecycle with provenance versioning and deprecation
- Operate agent memory writing and recall governance
- Optimize RAG pipelines including chunking and embeddings
Perks/Benefits
Skills/Tech-stack
AWS | Access Control | Argo CD | Audit Logging | CI/CD | Chunking | ClickHouse | Community Detection | Context engineering | Embedding Models | Entity Resolution | Grafana | Graph retrieval | Helm | Hybrid search | Knowledge graph | Kubernetes | Langgraph | Langsmith | Link prediction | Multi-tenant | Multi-tenant Isolation | Neo4j | Ontology Design | OpenAI | OpenTelemetry | PGVector | PostgreSQL | Provenance | RAG evaluation | Reranking | Retrieval-Augmented Generation | S3 | Schema Design | Tenant Isolation | Token budgeting | Versioning
Education
N/A
Roles
Data Engineer | Data Platform | Data Platform Lead | Engineer | Graph Engineer | Knowledge Graph Engineer | Lead | Platform Lead
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