Flatiron Health is a health technology company focused on accelerating cancer research by organizing the world's oncology data, partnering with hundreds of cancer clinics and research institutions to build a comprehensive real-world evidence platform. The company's technical challenges involve extracting structured data from unstructured clinical records using natural language processing, building data pipelines that maintain strict HIPAA compliance, and creating analytics tools that help researchers identify patterns across millions of patient records. Engineering at Flatiron Health means working on machine learning models for clinical data abstraction, building secure and auditable data platforms, and developing tools that oncologists and researchers use to improve patient outcomes. The company hires engineers who are motivated by the opportunity to apply technology directly to advancing cancer treatment and care.
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