Job Description
Become a part of our caring community The CenterWell Centralized Data & Analytics team is seeking a highly hands-on Data Scientist 2 to lead the design, development, and scaling of predictive models, LLM- and domain-specific SLM-based solutions, and agentic AI systems for Home Health applications. This role operates at the intersection of applied AI innovation and real-world production impact, with significant ownership in building production-grade AI systems trained on clinical data. You will combine advanced analytics and machine learning with modern AI techniques, along with strong MLOps, cloud, and Responsible AI practices, to deliver solutions that drive measurable business and patient outcomes. Key Responsibilities AI Systems & Intelligent Modeling Own the design and development of end-to-end intelligent systems combining predictive modeling, LLMs, and domain-specific SLMs Design and deploy predictive models (e.g., classification, regression, ranking, time series forecasting, anomaly detection, churn and risk modeling, and recommender systems), and integrate these signals into LLM- and SLM-based systems (e.g., RAG pipelines, decision engines) Build and fine-tune proprietary SLMs trained on clinical notes and healthcare corpora Develop and deploy LLM-based and agentic AI systems for reasoning, automation, and decision support Engineer and optimize models across structured and unstructured data (tabular, text, and image) Clinical NLP, Multimodal AI & Innovation Develop advanced clinical NLP solutions using embeddings, semantic search, and domain-specific models (e.g., ClinicalBERT, PubMedBERT) Extract insights from large-scale unstructured healthcare data, including clinical text corpora Build and extend mu