Postdoctoral Fellow on Biological Sciences: IRB Barcelona is seeking a talented and highly motivated Postdoctoral Researcher to join the Structural Bioinformatics and Network Biology group, led by Dr. Patrick Aloy, to work on Systems Medicine approaches in the context of the CLARITY European collaborative project.
POSTDOCTORAL FELLOW ON BIOLOGICAL DATA SCIENCES (ref. PD/24/04)
Designation:
Postdoctoral Fellow
Research Area:
Biological Data Sciences
Location:
Barcelona, Spain
Education: Engineering degree in Computer, Data Sciences, or a bachelor in Biosciences. PhD in bioinformatics, data sciences, machine learning, or related areas.
Experience: Previous experience on the use of machine learning and data science techniques. Strong publication record according to his/her career stage.
Skills: Excellent programming and scripting skills, with deep knowledge of Python.
Excellent knowledge of machine learning packages (Scikit, Keras, Pytorch, etc).
Competent in the use of HPC systems, virtual machines (OpenNebula), and Grid Containers (Docker, Singularity).
Excellent interpersonal and communication skills. Highly motivated. Fluency in English.
Job Description:
The successful candidate will work in a very collaborative environment, responsible for integrating all the generated data into the embeddings space of the Chemical Checker and the Bioteque, as well as developing new signatures to define the perturbed modules. Additionally, they will develop comparative methods to link the effects of viral-perturbations to the signatures of non-communicable common diseases. Finally, adapting generative-AI models available in the group to identify or design new chemical compounds with the capacity to stop the progression from RSV-induced cellular perturbations to the onset of related non-communicable diseases.
How to Apply:
Deadline for applications: 26/04/2024 (If no suitable candidate is found, the deadline will be extended)
Last Date for Apply:
26/04/2024
Selection Process:
Pre-selection: Will be based on CV, motivation letter & experience.
Interviews: Short-listed candidates will be interviewed.
Job offer: Will be sent to the successful candidate after the interview.
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