ML Postdoc Researcher - Healthcare AI Innovation

Truveta is a health provider-led data platform focused on using data to improve healthcare and patient outcomes. The ML Postdoctoral Researcher will develop novel AI and machine learning applications using large-scale clinical data, integrate multimodal healthcare data, collaborate with technical and clinical teams, and contribute to research publications and new research directions.

Responsibilities:

• Identify and propose novel, high-impact applications of AI/ML using large-scale EHR data
• Design, develop, and evaluate state-of-the-art models (e.g., foundation models, multimodal learning, causal ML, generative AI)
• Integrate structured and unstructured EHR data with emerging data types such as genomics, imaging, and clinical notes
• Partner with clinicians, data scientists, and product teams to translate research ideas into real-world solutions
• Contribute to top-tier conferences/journals and represent Truveta in the research community
• Proactively identify problems that have not yet been addressed and define new research directions
• Collaborate with researchers and engineers to design, develop, and refine large language models and generative models for various applications
• Utilize your expertise in machine learning and natural language processing to develop novel algorithms and methodologies for generative modeling tasks
• Implement, train, and fine-tune LLM and GPT-like models on large-scale datasets to ensure optimal performance and accuracy
• Stay up to date with the latest research advancements and techniques in the field of language modeling, generative modeling, and machine learning
• Deliver the next generation of innovation in trustworthy healthcare