
#Top Data Pipeline Architect
5 days ago
About the Role
We are seeking a highly skilled Senior Data Engineer with deep expertise in designing, building, and operating data pipelines that support real-time clinical workflows. This is a critical role where you will create scalable pipelines that process clinical encounter data, retrieve associated medical documents, and deliver validated information to our machine learning systems for inference.
Key Responsibilities:
- Design, build, and operate scalable, event-driven data pipelines that support real-time clinical workflows.
- Integrate with electronic health record (EHR) systems using standards such as Fast Healthcare Interoperability Resources (FHIR) and Health Level Seven International (HL7).
- Develop reliable systems to ingest, track, and update clinical events in real-time.
- Ensure downstream machine learning (ML) systems receive high-quality, structured data for inference and decision support.
- Establish observability, monitoring, and error handling for robust pipeline performance.
- Collaborate with ML engineers to align data flows with model needs.
- Continuously improve pipeline design to maximize scalability, resilience, and automation.
Requirements:
- 5+ years of experience building and maintaining production-grade data pipelines.
- Strong background in workflow orchestration and event-driven systems.
- Proficiency with relational databases and SQL as well as handling unstructured data.
- Experience operating in cloud environments and working with distributed, highly available systems.
- Track record of delivering data infrastructure that supports ML or analytics applications.
- Excellent communication and collaboration skills.
Bonus:
- Knowledge of Health Insurance Portability and Accountability Act (HIPAA) and healthcare data security/privacy requirements.
- Familiarity with FHIR/HL7 data modeling in production settings.
- Experience supporting ML inference pipelines in real-world applications.
- Expertise with image data.
- Exposure to vector databases, embedding stores, or document retrieval systems.
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