Data Engineer – AI, Agents, Context – Revenue Cycle (Associate)
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Job Description
Data Engineer developing and maintaining AI/context data capabilities for healthcare innovation. Building data pipelines and collaborating to enhance operational efficiency and clinical outcomes.
Responsibilities:
- Build and contribute to the AI context platform
- Implement end-to-end pipelines: ingestion → parsing/chunking → enrichment → embeddings → vector indexing → retrieval/serving
- Build and maintain patterns for incremental refresh, backfills, re-embeddings, deduplication, and lineage across unstructured sources
- Contribute to retrieval quality improvements (query strategies, hybrid search, metadata filtering) in partnership with AI engineers
- Deliver semantic and governed data products
- Implement semantic layers (metrics/entities) that power BI and agent reasoning consistently
- Ensure datasets and indexes are documented and reusable
- Support reliability and performance across assigned workstreams: monitoring, alerting, runbooks, and incident response
- Contribute to cost and latency optimization across Snowflake and vector infrastructure
- Apply security-by-design patterns: RBAC/ABAC, PII redaction, retention controls, and audit logging
Requirements:
- Bachelor's Degree in computer science, engineering, or related field of study
- 3–6 years in data engineering or data platform roles with strong hands-on delivery
- Strong SQL and Python (or Scala/Java); solid production engineering habits
- Hands-on experience with Snowflake, including pipeline design, data modeling, and operating at scale in a production environment
- Experience designing and operating cloud data pipelines at scale
- Experience working with unstructured data processing and search/retrieval concepts
- Clear communicator who can work effectively across technical and functional teams
Benefits:
- Medical, dental and vision coverage
- 401(k) plan with employer match
- Employee stock purchase plan
- Generous Paid Time Off policy
- Paid parental leave and adoption assistance
- Wellness Program with annual health screenings and coaching
- On-site workshops and major event recognitions
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