Sleep Management, LLC dba Viemed
Lafayette, LA, USA
Sleep Management, LLC dba Viemed AI/ML Solutions Analyst Job Category: Sleep Management, LLC Requisition Number: AIMLS003209 Full-Time Essential Duties and Responsibilities: Data Preparation & Exploration Collect, clean, and preprocess patient, claims, billing, and operational data from healthcare systems (EHRs, billing platforms, CRM, etc.). Conduct exploratory data analysis (EDA) on datasets related to ventilator compliance, hospital readmissions, referral patterns, and payer trends. Modeling & Analysis Assist in building predictive and machine learning models (e.g., patient risk stratification, adherence prediction, referral conversion). Perform statistical and trend analysis to identify cost-saving opportunities and clinical/operational efficiencies. AI & Automation Development Support the design and prototyping of AI agents for tasks such as real-time eligibility checks, referral triage, and payer communication. Help build...