Computational Biologist (ML) Postdoctoral Researcher
Core
Develop deep learning methods to predict protein-protein interactions and specificity in host-pathogen systems.
Role type
Postdoctoral Researcher (Computational Biology/ML)
Builds
DL-based tools for predicting binary interactions, specificity, and structure of proteins.
Domain
Computational structural biology, host-pathogen systems, deep learning
Deliverable
production ML models
Required skills
Deep learning model development, protein sequence and structure analysis, Python programming, UNIX/HPC environments, research project independence
Preferred skills
Protein bioinformatics, protein structure prediction, GPU/parallel programming, cloud computing
Technologies
PyTorch, Python, UNIX, HPC
Responsibilities
Design and extend DL tools for protein interaction prediction; develop computational frameworks for sequence and structure analysis; collaborate with experimental biologists and external partners; publish research and present at conferences; prepare technical reports and proposals.
Seniority
Postdoctoral (PhD required)
