Postdoctoral Researcher - AI & EHR Data Analytics

University of Florida; Gainesville (FL); On-site; USD 61,000 - 64,000; Full time

Job summary

The University of Florida is seeking a Postdoctoral Researcher to develop methods and tools for using EHR data and apply AI/ML methods to solve clinical and biomedical problems.

You will implement methods into software, work in an interdisciplinary team, lead research studies, and contribute to reports, conference papers, journal articles, and grant proposals. Collaboration with informaticists, programmers, statisticians, and researchers is expected.

Qualifications

• 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

Responsibilities

• Develop methods and tools to effectively use electronic health record (EHR) data; apply AI/ML methods to solve 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.

Skills

Python

R

Machine learning

Deep learning

Data modeling

Education

Ph.D. in biomedical informatics or related STEM field

Tools

PyTorch

Scikit-learn

TensorFlow

Pandas

NumPy

SciPy

Keras

Job description

The University of Florida is seeking a Postdoctoral Researcher to develop methods and tools for using EHR data and apply AI/ML methods to solve clinical and biomedical problems.

You will implement methods into software, work in an interdisciplinary team, lead research studies, and contribute to reports, conference papers, journal articles, and grant proposals. Collaboration with informaticists, programmers, statisticians, and researchers is expected.