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Research Associate Mapping the overlapping fitness landscapes of a superfamily of promiscuous enzymes by droplet screening and AI (Fixed Term)

Closing date: 
Sunday, 5 November 2023

Department of Biochemistry

A postdoctoral position is available for 14 months, in the first instance, to work with Professor Florian Hollfelder at the Department of Biochemistry: https://hollfelder.bioc.cam.ac.uk/

The objective of this project is to map 'fitness landscapes' for promiscuous enzymes (able to catalyse multiple, chemically distinct reactions), by analysis of experimental data (ultrahigh-throughput screening of libraries >10e6, analysed by deep sequencing) and interpretation using classical physical-organic/structural/mechanistic approaches. Adaptive walks in sequence space from one promiscuous activity to another will thus be described in unprecedented detail and interpreted using machine learning/AI approaches, to ultimately provide insight for future protein engineering.

https://www.jobs.cam.ac.uk/job/43354/

 

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The Cambridge Centre for Data-Driven Discovery (C2D3) brings together researchers and expertise from across the academic departments and industry to drive research into the analysis, understanding and use of data science and AI. C2D3 is an Interdisciplinary Research Centre at the University of Cambridge.

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