NLP / LLM Data Scientist

Dandelion Health is building an AI training and clinical development platform that provides high-quality, de-identified healthcare data for AI development. The NLP / LLM Data Scientist will build machine learning pipelines to abstract information from multimodal healthcare data, curate AI-ready datasets, support customer AI activities, and develop analyses that improve data products.

Responsibilities:

• Develop Natural Language Processing (NLP), Large Language Model (LLM) and other ML-based pipelines to abstract relevant labels from text-based healthcare data and store them in scalable data models
• Query complex source systems in a range of health data sources (e.g., EMRs, semi-structured reports, free-text clinical provider notes) to identify key data elements and create and enrich high-quality datasets for real-world evidence analyses and training AI algorithms
• Own data extraction, wrangling, labeling and QC tasks to create analytical datasets that include abstracted clinical concepts and provide a range of solutions to support customers’ AI activities
• Stay current on the latest in applied NLP and generative AI methods and proactively leverage these technologies where applicable
• Support the design, testing, validation, analysis, and merging of multimodal data structures from a wide variety of source systems
• Develop code and documentation to deliver high-quality and HIPAA-compliant data products on time to customers
• Identify and resolve problems using your knowledge, background, and troubleshooting skills
• Ensure accuracy, data integrity, and validity of data and analysis in all work
• Provide support for technical product team to advance development of the suite of data-related product offerings
• Summarize the complexity of abstraction methods, findings and recommendations into clear explanations and presentations for internal and external audiences that have a varying range of technical and clinical experience