React Full Stack Developer

2 weeks ago

Dubai, Dubai, United Arab Emirates Dice Full time

The Laboratory of Computational Biology (Stein Aerts lab) at VIB-KU Leuven is seeking a postdoc to join our efforts in deciphering the genomic regulatory code underlying cellular identity, with a focus on theYou will develop new AI strategies to learn the genome syntax using large-scale single-cell multi-ome atlases as training dataYou will unravel the diversity of neuronal cell types in the brain of various species (octopus, birds, mammals) through machine-learning & comparative genomicsYou will work very closely together with our wet-lab for data generation and experimental validationsYou will use your AI models to generate synthetic enhancers with new functions, and to functionally interpret non-coding genome variation (health and disease).

PublicationsRecent scientific contributions from the lab include new bioinformatics methods for the analysis of single-cell gene regulatory networks, namely SCENIC and cisTopic; new experimental assays for single-cell ATAC-seq (HyDrop) and for massively parallel enhancer reporter assays; deep learning implementations for enhancer modelling (DeepMEL & DeepFlyBrain); and the generation of multiple single-cell atlases of the fly brain and the fly cellCheck out recent publications:Li & Janssens, Science 2022For all our publications, seeProfileYou obtained a PhD degree in Artificial Intelligence, Bioinformatics, Computer Science, Physics, Engineering, Bio-engineering, orProficient in Python programmingExperience with machine learning is a plus (, Tensorflow/Keras/PyTorch)

Experience with explainable AI (, SHAP) is a plusExperience with high performance computing, software containersExperience with single-cell genomics is a plus, but not absolutely essentialAbility to work independently and in aWe offer:
Access to state-of-the-art compute & GPU infrastructureA stimulating international research environmentYou can be a driving force in a new EOS consortium across three Belgian UniversitiesCompetitive salary and benefitsFully funded postdoc position for 3 years, but encouraged to apply for an international fellowship (, EMBO, Marie Curie, FWO, HFSP, )

Starting date:
as soon as possibleHow to apply?Please complete the online application procedure and include a detailed CV, two reference letters, and a motivationFor more information:Discover our Center and visit the website or look around during a virtual tourFollow us on social media: Facebook and

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