Computational Design Gene Editor Specialist

hace 1 semana


Madrid, Madrid, España Somma A tiempo completo

About the Role

The Centre for Genomic Regulation (CRG) is an international biomedical research institute of excellence, based in Spain, with over 400 scientists from 44 countries.

We are seeking an exceptional candidate with a passion for computation and deep learning to join our AI for protein design group.

The successful candidate will train large language and diffusion models to provide new protein variants that will be tested in the laboratory.

Main Responsibilities

  • Implementing and using machine learning models for the design of gene writer sequences.
  • Working independently on fast-paced science projects.

About the Team

This research group focuses on using computational and experimental approaches to understand and design protein functions.

We have extensive experience in deep unsupervised learning and protein design, which we have applied to various projects.

We will implement models, understand their decision-making process using XAI, and improve their performance through reinforcement learning.

Requirements

  • Experience in bioinformatics, computational structural biology, or computational biology.
  • Good understanding of software engineering and good code practices.
  • Self-motivated and capable of working independently.

Desirable Skills

  • PhD in Bioinformatics, Synthetic Biology, or a related field.
  • Experience in protein or enzyme design.
  • Knowledge about gene editing technologies such as CRISPR-associated nuclease-based tools.

Education and Training

  • MSc in Biotechnology, Computer Science, Chemistry, Physics, Maths, or a related discipline.
  • Good communication skills in English.


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