Postdoctoral Researcher

Postdoctoral Researcher Location: Main Campus (Gainesville, FL) Job Description Develop methods and tools to effectively use electronic health record (EHR) data; apply AI/ML methods to solve critical clinical and biomedical problems. Implement these methods into software that meets research needs, manage and update source codes as required, and work within an interdisciplinary team of informaticists, programmers, information quality experts, statisticians, and researchers during software development. Lead and participate in the design, implementation, and reporting of research and evaluation studies. Contribute to scientific reports, conference papers, journal articles, and grant proposals, including documentation of methods, presentation of data, and interpretation of results. Lead and contribute to collaborative projects, data processing, software development, and other collaborative efforts. Responsibilities Develop and implement EHR data methods and AI/ML applications. Maintain and update software source codes. Collaborate with interdisciplinary teams during software development. Lead design, implementation, and reporting of research studies. Contribute to scientific publications and grant proposals. Participate in collaborative projects and support data processing efforts. Qualifications Required A Ph.D. in biomedical informatics, computer science, information science, data science, (bio)-statistics, applied mathematics, physics, or a related STEM field. Strong programming and data analysis skills (e.g., Python, R). Solid understanding of machine learning, deep learning, and data modeling techniques. Preferred Experience working with EHR data, machine learning, deep learning, imaging informatics, and large language models (LLM). Proficiency with popular ML packages such as PyTorch, Scikit-learn, TensorFlow, Pandas, Keras, NumPy, SciPy, and traditional ML models (SVM, GBM). Experience with deep learning models (GNN, CNN, GCN, etc.) and LLMs. Ability to develop informatics tools and software packages. Excellent formal and interpersonal communication skills, able to communicate effectively to diverse audiences including students, clinicians, and PIs. Compensation: $61,000 - $64,000 The University of Florida is an Equal Employment Opportunity Employer. #J-18808-Ljbffr