Data Architect - Market (Manager)
Chicago - 550 Van Buren, United States
R
USD 140K-237K Senior-level Full Time
Tasks
- Architect AI context platform
- Architect semantic layers metrics entities for BI and agent reasoning
- Create runbooks lead incident response and postmortems
- Decompose technical roadmap with product AI and application stakeholders
- Define and enforce AI access guardrails with Security Legal Compliance
- Define data contracts and context contracts for schemas metadata freshness citation expectations
- Define patterns for incremental refresh backfills re embeddings deduplication lineage
- Design ingestion parsing chunking enrichment embeddings vector indexing retrieval serving pipelines
- Establish governance patterns for sensitive data handling
- Establish standards for discoverability documentation and reusability
- Facilitate architecture decisions across teams
- Implement security by design RBAC ABAC PII redaction retention controls audit logging
- Mentor engineers via design reviews and code reviews
- Monitor alert and manage SLAs SLOs
- Optimize cost and latency for Snowflake lakehouse and vector infrastructure
- Own dbt semantic layer tooling strategy
- Select infrastructure tooling and cloud services
- Set CI CD testing and evaluation standards
- Set retrieval quality strategies query strategies hybrid search metadata filtering reranking
Perks/Benefits
- N/A
Skills/Tech-stack
ABAC | AWS | Apache Iceberg | Audit Logging | Azure | CI/CD | DBT | Data Contracts | Data Governance | Data Modeling | Delta Lake | Embeddings | Google Cloud | Hybrid search | Incident Response | Knowledge graphs | Lakehouse | Lineage | Metadata filtering | Monitoring | PII Redaction | PostgreSQL | Python | RBAC | Reranking | Retrieval-Augmented Generation | SLA | SLO | SQL | Semantic Modeling | Semantic layer | Snowflake | Vector Search
Education
N/A
Roles
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