Huron
Healthcare
DataEngineer-AI,Agents,&Context-Clinical(Sr.Associate)
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“Data Engineer - AI, Agents, & Context - Clinical (Sr. Associate) at Huron. Skills: Data Engineering, AI Platform, Context Platform, Vector Indexing. Implement end-to-end pipelines. Build incremental refresh patterns”
What You'll Achieve.
Turn information into building blocks; Accelerate product innovation; Deliver transformational speed; Deliver higher automation; Scale AI safely; Scale AI reliably; Unlock new capabilities; Drive deeper domain innovation; Drive cross-domain collaboration; Ship reliable AI data products; Improve clinical outcomes; Create consumer-centric experience; Drive engagement
Industry & Context.
Consultative problem-solver; Diagnose before prescribe; Propose options; Work toward durable solutions
Travel up to 4 times per year
What They're Looking For.
Must Have
BA or BS required, 3–6 years in data engineering, SQL and Python, Production engineering habits, Cloud data pipelines at scale, Unstructured data processing, Search/retrieval concepts, Work effectively across teams
Nice to Have
Vector search and embeddings experience, Retrieval patterns experience, Supporting LLM applications, Knowledge graphs/semantic modeling, Metrics layers familiarity
What You'll Do.
Implement end-to-end pipelines
Build incremental refresh patterns
Build backfill patterns
Build re-embeddings patterns
Build deduplication patterns
Build lineage patterns
Contribute to retrieval quality
Implement semantic layers
Apply context contracts
Ensure datasets documented
Ensure indexes documented
Contribute to cost optimization
Contribute to latency optimization
Apply security patterns
Apply retention controls
Follow AI access guardrails
How You'll Work.
Team & Collaboration
Senior engineers; Cross-functional partners; AI engineers; Security; Legal; Compliance
Communication Scope
Clear communicator; Explain concepts plainly
Full Job Description
Huron helps its clients drive growth, enhance performance and sustain leadership in the markets they serve. We help healthcare organizations build innovation capabilities and accelerate key growth initiatives, enabling organizations to own the future, instead of being disrupted by it. Together, we empower clients to create sustainable growth, optimize internal processes and deliver better consumer outcomes. Health systems, hospitals and medical clinics are under immense pressure to improve clinical outcomes and reduce the cost of providing patient care. Investing in new partnerships, clinical services and technology is not enough to create meaningful and substantive change. To succeed long-term, healthcare organizations must empower leaders, clinicians, employees, affiliates and communities to build cultures that foster innovation to achieve the best outcomes for patients. Joining the Huron team means you’ll help our clients evolve and adapt to the rapidly changing healthcare environment and optimize existing business operations, improve clinical outcomes, create a more consumer-centric healthcare experience, and drive physician, patient and employee engagement across the enterprise. Join our team as the expert you are now and create your future. ### Role Summary This role sits within a strategic investment to embed AI into how we operate, serve customers, and make decisions within our healthcare business. We're building a healthcare-wide AI data and context platform with a focus on deep domain expertise embedded throughout our architecture. Our goals are: Turn structured and unstructured information into trusted, reusable "building blocks" (semantic layers, retrieval services, and agent-ready interfaces) that accelerate product innovation Deliver transformational speed and leverage — faster time-to-insight, higher automation of knowledge work, and a foundation that scales AI safely and reliably as adoption grows Unlock new capabilities across our business and creat
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