Overview PI Andrew White at University of Rochester Chemical Engineering is looking for a postdoctoral researcher to contribute to a 5-year NIH-funded project on "Learning to learn in structural biology with deep neural networks."
What you'll do: We are looking for a postdoctoral researcher who is an expert in molecular simulation, deep learning in chemistry, or computational structural biology. Under mentorship, you will develop and apply deep learning methods to molecular simulation and modeling of proteins and protein-protein interactions. Expertise in deep learning is not required, though is a strength. This is a multi-year project with a long-term goal towards advancing ML and AI methods for deep learning and meta-learning in structural biology. These methods reduce the amount of data necessary to apply supervised learning to applications where there are only tens to hundreds of data points. Examples include developing peptide drugs, antibody design, multifunctional biomaterials, and resolving intrinsically disordered protein conformations. As a postdoctoral researcher, you will mentor graduate students, lead independent projects, and collaborate in research planning. You can find examples of our recent work on our publications page. You will work with an interdisciplinary team with backgrounds in computer science, molecular simulation, and biochemistry.
Requirements: Candidates should have a PhD degree in chemical engineering, chemistry, physics, computer science or related area. You should have multiple peer-reviewed publications in addition to a PhD. You should have demonstrated expertise in statistical mechanics or statistics. Expertise in biochemistry and/or deep learning is a strength. Candidate should have experience in scientific software best-practices, including version control, testing, and software collaboration. A GitHub account or similar project portfolio is required.
Details: This position is open immediately and candidates should be prepared to start remotely. Starting date is negotiable, and candidates will be evaluated until the position is filled. The initial appointment will be 1 year and is renewable. Salary is set by NIH guidelines on postdoctoral research salary. All nationalities are welcome to apply and will be considered. Minority and women candidates are especially encouraged to apply. To apply, please send an email to Andrew White with the subject "Postdoc Search 2020" and describe your interest in the position and attach (1) curriculum vitae, (2) an example of a recent publication authored by you and (3) an example of a scientific software, preferably your GitHub username.
Rochester: University of Rochester is a private university located in Western New York state. You can find out more about the university at rochester.edu/about and living in Rochester at rochester.edu/about/community.