Researcher on physically constrained artificial neural networks

Universite de Montpellier; France; Sur place; EUR 40 000 - 60 000; Plein temps

Résumé du poste

A leading academic institution in France is seeking a motivated postdoc for a position focusing on bioinformatics and machine learning. The role will involve developing deep learning methods for protein design, contributing to computational modeling projects, and leading manuscript preparations. Candidates should have a PhD in bioinformatics or related fields, expertise in Python, and a good understanding of neural networks. The net monthly salary is €2,200, and the contract lasts 12 months.

Qualifications

• PhD in bioinformatics or related fields is required.
• Solid experience in bioinformatics and machine learning needed.
• Experience in neural networks and computational modeling required.

Responsabilités

• Develop deep learning methods for protein design and optimization.
• Contribute to ongoing projects requiring computational modeling.
• Lead preparation of manuscripts and validate results.

Connaissances

Bioinformatics

Python coding

Neural networks understanding

Machine learning

Fluent English

Grants writing

Formation

PhD in bioinformatics or related subjects

Description du poste

Offer Description

• main mission: The team is based at the Laboratory of Pathogens and Host Immunity (LPHI) at the University of Montpellier and focuses on applying mathematical and computational approaches to biological systems. Its core activity is the development of deep learning methods for protein design and optimization, with applications in biology and medicine.
• activities: We are looking for a motivated postdoc with solid experience in bioinformatics and in machine learning. The position centers on SRPs and LLPS, and the successful candidate will contribute to several ongoing projects that rely on computational modeling and machine learning approaches. The postdoc will help bring these projects to completion, carry out the required validations, and take the lead in preparing the manuscripts.

The net monthly salary is €2,200

The contract duration is 12 months

Where to apply

E-mail [e-mail]

Requirements

Research Field Physics » Biophysics Education Level PhD or equivalent

Skills/Qualifications

• PhD in bioinformatics or related subjects
• Expertise in python coding
• Experience and good understanding of neural networks and machine learning
• Fluent written and spoken English
• Grants writing experience is a plus

Additional Information

Work Location(s)

Number of offers available 1 Company/Institute Laboratory of Pathogens and Host Immunity (LPHI) Country France Geofield