Postdoctoral Researcher
Postdoctoral Researcher
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$ 61000 - 64000
1 Vacancy
Job Description
Postdoctoral Researcher
Classification Minimum Requirements are the baseline requirements for Staff Titles and Academic Titles found at the University of Florida.
Develop methods and tools to effectively use electronic health record (EHR) data; apply AI/ML methods to solve critical clinical and biomedical problems.
Implement methods into software that meets research needs manage and update source codes as needed. Work in 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. Contributions to scientific reports conference papers journal articles and grant proposals are expected including documentation of method presentation of data and participation in interpretation of results.
Lead and participate in collaborative projects and contribute to data processing software development and other collaborative efforts.
$61000 - $64000
A Ph.D. in biomedical informatics computer science information science data science (bio)-statistics (applied) mathematics physics or a related STEM fields.
Strong programming and data analysis skills (e.g. Python R)
Solid understanding of machine learning deep learning and data modeling techniques
Prior working experience with EHR data machine learning deep learning imaging informatics and large language models (LLM) is preferred.
Prior working experience with popular ML packages e.g. PyTorch Scikit-learn TensorFlow Pandas Keras NumPy SciPy etc. and traditional ML models such as support vector machines (SVMs) and Gradient Boosting Machines (GBM) as well as deep learning models (GNN CNN GCN etc.) including LLMs.
Being able to develop informatics tools and software packages.
Excellent formal and interpersonal communication skills and the ability to communicate effectively to a diverse audience such as students clinicians and PIs.
In order to be considered you must upload your cover letter and resume.
Application must be submitted by 11:55 p.m. (ET) of the posting end date.
This is a time limited position.
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.
Employment Type
Full Time
