Postdoctoral Researcher – Artificial Intelligence For Synthetic Data Generation In Biomedicine

hace 1 día


Barcelona, Barcelona, España Barcelona Supercomputing Center (Bsc) A tiempo completo
About the Role

We are seeking a highly skilled Postdoctoral Researcher to join our Machine Learning for Biomedical Research unit at the Barcelona Supercomputing Center (BSC). The successful candidate will play a key role in employing Artificial Intelligence (AI) techniques to synthesize various types of biomedical data.

Key Responsibilities
  • Develop computational solutions for generating synthetic instances of biomedical data
  • Implement state-of-the-art generative models, such as Transformers, Diffusion models, Variational Autoencoders (VAE), and Generative Adversarial Networks (GAN)
  • Interact efficiently with the HPC environment of the Barcelona Supercomputing Center
  • Explore the application of explainability to the required tasks
  • Demonstrate skills in scientific communication
  • Establish and maintain collaborations with national and international researchers in healthcare and biomedical research
Requirements
  • PhD in computer science or bioinformatics with a strong AI component
  • Alternatively, an MSc in AI or Bioinformatics with a strong computer science or applied mathematics background
  • Experience in AI methodologies, specifically biomedical data analysis
  • Proficiency in deep learning frameworks (PyTorch, TensorFlow)
  • Interest in the life sciences area
What We Offer

This position offers an exceptional opportunity to contribute to significant advancements in AI-driven biomedical research. The selected candidate will collaborate extensively with senior researchers within the Life Sciences Department and other research groups at the BSC.



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