Cardiometabolic Research Foundation Model Specialist
4 days ago
Seeking a Highly Motivated Postdoc Fellow
">The University of Copenhagen's Novo Nordisk Foundation Center for Basic Metabolic Research (CBMR) is an academic research center pioneering groundbreaking research towards better cardiometabolic health. Through collaborative interdisciplinary research from single-cell genomics to whole-body systems, CBMR aims to transform the basic understanding of cardiometabolic health and accelerate its translation into prevention and treatment strategies.
">Our Research Focus
">The Rasmussen Lab focuses on developing and applying computational algorithms, such as machine and deep learning, for analysis and integration of multi-omics and multi-modal data within cardiometabolic disease. We develop supervised, un-supervised, self-supervised, and generative models to learn across multiple types of data rather than treating each data modality in isolation.
">Job Responsibilities
">The aim of the postdoc project is to develop patient-level multi-modal foundation models for studying cardiometabolic disease. Using data from large international biobanks, such as UKB, All of Us, and Project 10K, you will take part in developing and training state-of-the-art deep learning-based foundation models. This includes methodologies such as neural networks, variational autoencoders, transformers, and more. Besides modeling, your tasks will also include interpretation of the results and dissemination through presentations and preparation of manuscripts.
">Requirements and Qualifications
">- PhD in Biology, Bioinformatics, Computational Biology, Computer Science, Data Science, or another relevant research field.
- Excellent scientific track record in relation to career stage.
- Profound knowledge of machine learning and/or deep learning.
- Knowledge of analysis of bulk or single-cell omics datasets.
- Experience in programming is strongly desirable.
- Excellent English communication skills, both written and oral.
Eligibility Criteria
">The Postdoc fellowships within the CBMR International PhD & Postdoc Program are open for applicants that hold a PhD degree awarded from a university outside of Denmark. The program is also open for applicants with a Danish PhD degree who can document at least 12 months of full-time research experience from outside Denmark during or after the PhD studies.
">Terms of Employment
">The employment as Postdoc is a full-time position for 3 years. Starting date is February 1, 2025, or after agreement.
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