Primary care network scaling AI-driven care management and cloud data infrastructure
MaxHealth operates 50+ primary care clinics across Florida with a stated focus on value-based care. The tech stack and active projects reveal a healthcare operator actively modernizing: they're building AI risk-stratification models for care management, migrating legacy ETL pipelines to cloud (Azure Data Factory, Databricks, Fabric), and investing in financial modeling and utilization analytics. The hiring velocity is accelerating with 28 roles posted in the last 30 days—predominantly clinical (40 healthcare roles) with a lean data team (2 roles)—suggesting they're scaling clinical operations faster than data infrastructure.
MaxHealth is a network of primary care clinics serving adults and seniors across Florida with over 50 locations. The organization is structured around value-based care delivery, emphasizing provider-patient relationships and clinical quality through board-certified physicians. Operationally, the company is mid-scale (501–1,000 employees) and privately held since 2006. Current strategic focus includes modernizing data infrastructure, implementing AI-driven care management and risk stratification, improving utilization management, and reducing administrative friction for both providers and staff.
MaxHealth uses SQL Server as its core database, with reporting via SSRS, Power BI, Tableau, and Domo. Data engineering relies on Azure Data Factory, Databricks, and SQL Server Integration Services. Analytics tooling includes Alteryx and Python; operational systems include Salesforce.
Key projects include AI-driven risk stratification for care management, migration to cloud infrastructure, ETL pipeline modernization, financial modeling for cost savings, and utilization management integration. Several initiatives focus on reducing administrative burden and unplanned utilization.
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