Data Scientist
JCW Group
Posted: 28/04/2026 Location: Arden Hills, Minnesota, United States Job type: Contract
Data Scientist
12 Month Contract
Hybrid
Overview
A senior-level Data Scientist to lead the design, development, and implementation of data science research projects with a focus on production-grade AI/ML systems, post-market surveillance, and cross-functional collaboration. This role operates with minimal direction and is viewed as a subject matter expert.
Key Responsibilities
- Build and operate production RAG and LLM systems, with ownership of retrieval quality, orchestration, cost, and observability
- Develop custom data models, algorithms, and predictive models to optimize product development, clinical marketing, and business outcomes
- Drive evaluation rigor in high-cardinality classification tasks where outputs feed regulatory workflows
- Mine and analyze company data to identify opportunities and drive business solutions
- Collaborate with clinical SMEs, Quality, IT/Security, and executive stakeholders to translate feedback into architecture and communicate tradeoffs
- Build analytics tools and data pipelines that deliver actionable insights into operational efficiency and business performance
- Maintain data security across national boundaries via multiple data centers and AWS regions
- Participate in IP evaluations and patent application development
- Build quality into all aspects of work in compliance with all quality requirements
- 9+ years with BS / 6+ years with MS
- Proven track record shipping and operating production RAG and LLM systems (not prototype/notebook work)
- Experience with evaluation methodologies in messy, high-cardinality classification - thinking in SME agreement and error analysis, not just holdout accuracy
- Fluency working across clinical, quality, and technical teams in a regulated environment
- Strong proficiency in Python, SQL, and vector databases on AWS/Azure
Candidates must be authorized to work in the U.S. without sponsorship now or in the future. C2C arrangements will not be considered for this role.
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