Mayo Clinic
Mayo Clinic
Posted 2 months ago
Full Time
Jacksonville, Florida
In Person
Smart Summary
Responsibilities
The Research Fellow will develop and deploy advanced AI methodologies, including NLP, LLMs, and agentic systems to address complex biomedical and clinical challenges. They will also design scalable, agent-based architectures and develop biomedical ontologies to enable interoperable and semantically rich data integration.
Qualifications
We are seeking a Research Fellow with a strong foundation in AI, machine learning, and data analytics to join our interdisciplinary healthcare AI innovation program. The ideal candidate will contribute to developing AI methodologies, including NLP, LLMs, and knowledge representation frameworks, to address biomedical and clinical challenges, and have a demonstrated interest in improving healthcare outcomes. A background in biomedical ontologies and clinical decision support systems is highly desired.
Job Description
The research laboratory of Dr. Tao in the Department of Artificial Intelligence and Informatics is seeking a highly motivated Research Fellow to join an interdisciplinary program at the forefront of healthcare AI innovation. This role focuses on developing and deploying cutting-edge artificial intelligence methodologies, including ontology-driven knowledge representation frameworks, advanced Natural Language Processing (NLP), Large Language Models (LLMs), agentic AI systems, multimodal deep learning to address complex biomedical and clinical challenges across translational research and patient care.
The Research Fellow will play a central role in advancing AI-driven discovery, contributing to the design of scalable, agent-based architectures for clinical reasoning, virtual trial, and AI-based clinical decision support, while also developing and evaluating biomedical ontologies that enable interoperable, computable, and semantically rich data integration. This work will support explainable, reproducible, and mechanism-aware AI systems that bridge foundational research with real-world clinical applications. The ideal candidate will have a strong foundation in artificial intelligence, machine learning, and data analytics, along with a demonstrated interest in applying computational methods to improve healthcare outcomes.
For more information, see - https://www.mayo.edu/research/faculty/tao-cui-ph-d/bio-20563927
Mayo Clinic
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