CDD · Postdoc · 24 mois (renouvelable) Bac+8 / Doctorat, Grandes Écoles Cantini Lab affiliated to ENS and PRAIRIE, soon moving to Institut Pasteur · Paris (France)
single-cell genomics, multi-omics, machine learning, graph neural networks, optimal transport
TWO POSTDOC POSITIONS IN MACHINE LEARNING FOR SINGLE-CELL GENOMICS
Keywords: single-cell genomics, multi-omics, machine learning, graph neural networks, optimal transport
We are looking for two highly motivated postdoctoral scientist (f/m/x) to join the Cantini lab, affiliated to the PaRis Artificial Intelligence Research InstitutE (PRAIRIE https://prairie-institute.fr/), currently at École Normale Supérieure (ENS https://www.ens.psl.eu/en) and soon (Jan 2023) joining Institut Pasteur (https://www.pasteur.fr/fr).
The recruited postdocs will work in Machine Learning for Single Cell Genomics. In particular, they will be developing machine learning methods for multi-omics single-cell data integration, both aimed at studying cellular heterogeneity and its underlying regulatory mechanisms.
- PhD in Data science, Computer Science, Computational Biology, or related fields.
- Previous experience in the design and implementation of machine learning tools/algorithms.
- Strong analytical and programming (R, Python...) skills.
- Previous experience with applications to biology, single-cell data analysis, graph neural networks, or optimal transport will be a plus.
Team and location:
The Cantini lab is an interdisciplinary team composed of researchers in data science, computational biology and bioinformatics. The project will be developed in close collaboration with Gabriel Peyré (ENS http://www.gpeyre.com/).
The recruited researchers will be based with all the team at Institut Pasteur, a world-renowned center of excellence for research in infectious diseases, assuring tight collaboration with computational biology and wet-lab biology experts. In addition, the affiliation to the PRAIRIE institute, one of the 4 Interdisciplinary Institutes for Artificial Intelligence research set up as part of the national strategy for Artificial Intelligence, providing interaction at AI and machine learning level.
The Postdoc positions will be for 2 years, with possibilities for renewal. To apply, please submit: a cover letter summarizing research interests and expertise and a Curriculum Vitae (including contact information for at least two references) to Laura Cantini (email@example.com).
Procédure : To apply, please submit: a cover letter summarizing research interests and expertise and a Curriculum Vitae (including contact information for at least two references) to Laura Cantini (firstname.lastname@example.org)
Date limite : None
Offre publiée le 22 novembre 2022, affichage jusqu'au 30 août 2023