| Job Description: |
The Biomedical Informatics Program (BMI) is housed in the Department of Health Outcomes and Biomedical Informatics (HOBI) and collaborates closely with the Clinical and Translational Science Institute (CTSI). Operating across the University of Florida (UF), BMI establishes the informatics infrastructure for the OneFlorida Clinical Research Network, overseeing software, infrastructure, and data processes.
Under Dr. Xing He's guidance, this role involves collaboration with data scientists, clinicians, bioinformaticians, and computer scientists for BMI's research and service goals, particularly in NLP projects. You'll design, develop, and maintain innovative software applications using NLP and Large Language Models (LLMs) to enhance healthcare outcomes, impacting patient care, clinical decision-making, and medical research.
Responsibilities:
Apply techniques to process and analyze unstructured text data, including clinical notes and medical literature, using state-of-the-art algorithms for improved patient outcomes and healthcare services. Use LLMs to build intelligent applications for natural language inputs, enhancing healthcare application capabilities. Collaborate with healthcare professionals, researchers, and informatics experts to address challenges in healthcare data analysis, decision support, and knowledge management. Ensure software adheres to strict data security and privacy regulations, especially with sensitive patient information. Conduct rigorous testing to ensure accuracy, reliability, and performance, implementing quality assurance processes. Develop comprehensive documentation for applications, including technical specifications and user manuals. Stay informed about advancements in NLP, LLMs, and healthcare informatics, contributing to research efforts for continuous improvement in healthcare applications and technologies.
Duties Include:
Research and Development - Engage in the design and development of advanced NLP software to meet research objectives. Collaborate with an interdisciplinary team that includes informaticists, software developers, information quality experts, statisticians, and fellow researchers throughout the development lifecycle.
Publication and Dissemination - Prepare research findings for publication in peer-reviewed journals and present results at conferences and seminars. Work closely with senior researchers to draft and submit technical project proposals for new software solutions or enhancements to existing applications.
Data Analysis and Management - Address data queries from the research team, utilizing software applications to process electronic health record (EHR) data and extract pertinent data elements. Ensure the integrity and quality of research data.
Mentorship and Collaboration - Provide guidance to junior research staff and students. Participate in research group meetings and contribute to the academic community by reviewing journal manuscripts and engaging in departmental activities.
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| Special Instructions to Applicants: |
In order to be considered, you must upload your cover letter and resume.
The University of Florida is committed to non-discrimination with respect to race, creed, color, religion, age, disability, sex, sexual orientation, gender identity and expression, marital status, national origin, political opinions or affiliations, genetic information and veteran status in all aspects of employment including recruitment, hiring, promotions, transfers, discipline, terminations, wage and salary administration, benefits, and training.
This is a time limited position.
This requisition has been reposted. Previous applicants are still under consideration and need not apply.
Application must be submitted by 11:55 p.m. (ET) of the posting end date.
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