Forward Deployed Data Scientist, Qventus

• 3+ years of applied research in ML or statistical modeling
• 2+ years developing and maintaining ML systems in production
• 1+ years working with LLM-based applications
• Strong coding skills in Python and SQL
• Experience designing maintainable, high-quality codebases

Desirable

• Forward Deployed Data Scientists at Qventus partner with clients to identify their most critical challenges and design data-driven solutions that deliver operational impact
• Our customers rely on Qventus’ analytics and machine learning capabilities for high-stakes decisions, and projects often begin with open-ended questions like, “How can we predict surgical case overruns?” or “What’s the most effective way to improve patient discharge planning?” As a Data Scientist, you’ll merge analytical rigor, statistical and ML expertise, and cross-functional collaboration to help organizations transform complex data into actionable insights
• You’ll work in small, agile teams with a high degree of independence, driving projects from concept to deployed solution
• A given day might involve building predictive models, refining LLM-based information retrieval systems, working directly with clinical leaders to interpret results, developing scalable data pipelines, or translating findings into operational strategies
• Build and refine statistical and machine learning models, including NLP and explainable AI approaches
• Develop, tune, and deploy LLM systems, with strong preference for RAG-based solutions
• Perform hands-on data engineering: cleaning, transforming, and building pipelines (SQL, Python)
• Collaborate with cross-functional teams to translate data insights into deployed products
• Communicate findings clearly to both technical and non-technical audiences