The University of Miami is seeking a highly motivated Postdoctoral Associate in the Department of Public Health Sciences to work on bioinformatics research, focusing on computational biology, genomics, and machine learning. The ideal candidate will have a strong background in computer science and experience with large biological datasets, along with proficiency in Python and statistical analysis
Job Summary
The successful candidate will work at the intersection of computational biology, Genomics, machine learning, and data science, contributing to the development and evaluation of advanced algorithms for analyzing large-scale biological datasets.
Develop, implement, and evaluate machine learning and deep learning models for biological data analysis, working with large-scale datasets such as Genomics/transcriptomics, Epigenomics, proteomics, or multi-omics data.
The University of Miami offers competitive salaries and a comprehensive benefits package including medical, dental, tuition remission and more.
Matching Summary
Match Score: 85
The University of Miami is seeking a highly motivated Postdoctoral Associate in the Department of Public Health Sciences to work on bioinformatics research, focusing on computational biology, genomics, and machine learning. The ideal candidate will have a strong background in computer science and experience with large biological datasets, along with proficiency in Python and statistical analysis.
Skills & Requirements
Must-have
Machine learning and deep learning models
Python
PyTorch
TensorFlow
Genomics/transcriptomics data analysis
Large-scale biological datasets
Nice-to-have
Single-cell or spatial omics analysis
Graph neural networks
Generative models
Multi-modal learning
HPC clusters
GPU acceleration
Key Requirements
Ph.D in Computer Science, Bioinformatics, Computational Biology, Data Science, or a related field
Strong programming skills in Python, R
Familiarity with Linux environments, version control (Git), cloud computing
Prior research experience with publications or preprints