Postdoc: Deep Learning for Genotype–Phenotype Prediction

CNRS; France; Sur place; EUR 40 000 - 50 000; Plein temps

Résumé du poste

A leading research institute in Montpellier seeks a motivated postdoctoral researcher to join the AI for Genome Interpretation group. The role involves developing neural networks with applications in genetics and bioinformatics, requiring strong programming skills in Python and a background in machine learning. The position is for 16 months, starting in early 2026, with initial contract duration of 6 months. Ideal candidates are eager to solve problems and have at least B2 English proficiency.

Qualifications

• Eager to learn new skills, methods, and concepts.
• Strong passion for science and scientific discovery.
• At least B2 level of English required.

Responsabilités

• Join the AI for Genome Interpretation group to develop Neural Networks.
• Collaborate on interdisciplinary projects in genetics and bioinformatics.
• Develop un-orthodox Neural Network models with PyTorch.

Connaissances

Strong background in neural networks

Solid programming skills in Python

Understanding of machine learning

Knowledge of linear/mixed models

Familiarity with GNU/Linux

Problem solving skills

Good communication and teamwork skills

Formation

Background in Bioinformatics/Computer Science

Outils

Python

PyTorch

scikit-learn

numpy

Description du poste

A leading research institute in Montpellier seeks a motivated postdoctoral researcher to join the AI for Genome Interpretation group. The role involves developing neural networks with applications in genetics and bioinformatics, requiring strong programming skills in Python and a background in machine learning. The position is for 16 months, starting in early 2026, with initial contract duration of 6 months. Ideal candidates are eager to solve problems and have at least B2 English proficiency.