Data Engineer - AI, Agents, & Context - Clinical (Sr. Associate)
Chicago - 550 Van Buren, United States
R
USD 110K-177K Senior-level Full Time
Tasks
- Apply data contracts and context contracts schemas metadata freshness citation expectations
- Build AI context platform
- Document datasets and indexes for reuse
- Ensure AI access guardrails for enterprise knowledge with security legal compliance
- Implement RBAC ABAC PII redaction retention controls audit logging
- Implement ingestion parsing chunking enrichment embeddings vector indexing retrieval serving pipelines
- Implement semantic layers metrics entities for BI and agent reasoning
- Improve retrieval quality query strategies hybrid search metadata filtering
- Maintain incremental refresh backfills reembeddings deduplication lineage
- Monitor alert runbooks and manage incident response
- Optimize cost and latency across warehouse lakehouse and vector infrastructure
Perks/Benefits
- N/A
Skills/Tech-stack
ABAC | Audit Logging | Cloud Data | Cloud Data Pipelines | Data Contracts | Data Governance | Data Lineage | Data Pipelines | Data Processing | Elasticsearch | Embeddings | Hybrid search | Information Retrieval | Java | Knowledge graphs | LLM Evaluation | Metadata filtering | Observability | OpenSearch | PGVector | PII Redaction | Pinecone | Python | RAG | RBAC | Reranking | SQL | Scala | Semantic Modeling | Unstructured Data | Unstructured Data Processing | Vector Search | Weaviate
Education
N/A
Roles
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