We welcome applications across all domains of machine learning, artificial intelligence, and associated fields. Examples include:

• new AI architectures for biology and hybrid models that combine deep learning with mechanistic models;
• foundation models of genome regulation using single-cell and spatial multi-omics data;
• AI-based modeling of protein structure and protein interaction networks;
• AI-based modeling of cell morphology and tissue function using imaging and computer vision;
• AI models of disease and digital twin applications. 

Biological applications of your research can be broad: from microorganisms to plant biology, biodiversity and ecology, neuroscience, cancer, and immunology. We also welcome applicants with applied projects, including synthetic biology, AI-driven experiments (experiment-in-the-loop), or bio-engineering.

The positions come with full salary and core funding (internationally competitive package) that is renewable for multiple additional 5-year periods, and access to state-of-the-art research and top-notch support core facilities, as well as support to attract talented PhD students and postdocs from across the world.