Postdoktor inom AI-modellering för cellbiologi, AlphaCell
Core
Developing and training large-scale AI models to represent, predict, and simulate cell behavior from heterogeneous biological datasets including live-cell fluorescence microscopy, electron microscopy, and molecular measurements.
Role type
Postdoctoral researcher in AI modeling for cell biology
Builds
Next-generation AI systems for cell and molecular biology, specifically the first molecular-level computational model of the human cell (AlphaCell)
Domain
Computational biology / Cell biology / Deep learning
Deliverable
production ML models
Required skills
Deep learning frameworks (PyTorch, JAX), biological system understanding, complex dataset interpretation, modular software engineering, scientific communication
Preferred skills
Cancer cell modeling, multimodal data analysis, bioinformatics background, teaching ability
Technologies
PyTorch, JAX, fluorescence microscopy, electron microscopy
Responsibilities
Develop and train large-scale AI models, collaborate with experimental groups (Karolinska Institutet, Human Protein Atlas), interpret biological data, connect modeling choices to biological questions
Seniority
Postdoctoral researcher (early career research)