The Wankowicz lab aims to elucidate the role of entropy in substrate specificity and catalysis, striving to provide a comprehensive thermodynamic understanding of enzyme function by developing innovative computational algorithms to create conformational ensemble models.
Requirements
- Experience with machine learning
- Strong background in structural biology and/or statistical mechanics
- Proven ability to build and debug large-scale ML systems in Python
- Experience with building large bioinformatic pipelines
Responsibilities
- Design, analyze, and present large structural bioinformatic pipelines
- Develop and benchmark algorithms for conformational ensemble modeling
- Collaborate with domain scientists to integrate outputs with experimental pipelines and refine hypotheses in an iterative design–test–learn loop
Other
- MS or PhD in Data Science, Computer Science, Bioinformatics, Biophysics, Computational Chemistry, or related field.
- Strong skills in balancing multiple projects
