Senior Data Engineer, AI & Context Platform - Healthcare Insights - Rev Cycle OR Clinical Team (2 Openings)
Chicago - 550 Van Buren, United States
R
USD 140K-237K Senior-level Full Time
Tasks
- Build vector indexing and retrieval serving
- Collaborate cross functionally to ship production grade AI data products
- Create scalable incremental refresh backfills and deduplication
- Define semantic layers and metrics entities
- Design and implement AI context data pipelines
- Drive best practices for testing CI CD and evaluation
- Ensure datasets and indexes are documented discoverable reusable
- Establish data contracts and context contracts for AI inputs
- Implement PII redaction and retention controls
- Implement security by design with RBAC ABAC and audit logging
- Improve retrieval quality with query strategies and hybrid search
- Lead technical direction and roadmap decomposition
- Mentor engineers with pairing and code reviews
- Monitor reliability and performance with alerting and runbooks
- Optimize cost and latency across data and vector infrastructure
- Parse chunking enrichment and embeddings generation
Perks/Benefits
Skills/Tech-stack
ABAC | Alerting | Audit Logging | CI/CD | Data Contracts | Data Governance | Embeddings | Hybrid search | Incident Response | Java | Knowledge graphs | LLM Evaluation | Monitoring | Observability | PII Redaction | Postmortems | Python | RAG | RBAC | Reranking | Retrieval | Runbooks | SLAs | SLO | SQL | Scala | Semantic Modeling | Vector Database | Vector Search | Vector indexing
Education
N/A
Roles
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