Postdoctoral Researcher in Large Language Models for Multimodal Synthetic Data Generation and Evaluation in Biomedicine
hace 1 mes
We are seeking a highly motivated Postdoctoral Researcher to join our team at the Barcelona Supercomputing Center (BSC) in the area of Large Language Models for Multimodal Synthetic Data Generation and Evaluation in Biomedicine.
Key Responsibilities- Develop computational solutions, with special emphasis on AI methods, specifically Large Language Models (LLMs), for the generation of synthetic instances of biomedical data of different types and modalities.
- Implement robust and reliable state-of-the-art generative models, such as Transformers, Diffusion models, Variational Autoencoders (VAE), Generative Adversarial Networks (GAN).
- Interact efficiently with the HPC environment of the Barcelona Supercomputing Center.
- Explore the application of explainability to the required tasks.
- Establish and maintain collaborations with national and international researchers in both the public and private sector in the area of healthcare and biomedical research.
- PhD in Computer Science or Bioinformatics with a strong AI component.
- Experience in AI methodologies, specifically biomedical data analysis.
- Deep learning frameworks (PyTorch, TensorFlow).
- Interest in the life sciences area.
- Capacity to explore new research lines.
- A full-time contract (37.5h/week).
- A good working environment.
- A highly stimulating environment with state-of-the-art infrastructure.
- Flexible working hours.
- An extensive training plan.
- Restaurant tickets.
- Private health insurance.
To apply, please submit your application via the BSC website, including a full CV in English and a cover/motivation letter with a statement of interest in English.
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