Senior Machine Learning Scientist - Cellular Modelling
Tasks
- Collaborate with experimental teams
- Communicate research findings to multidisciplinary stakeholders
- Design and implement machine learning models for single cell and multiomic data
- Develop representation learning and probabilistic modelling for cellular states and perturbation response
- Evaluate models beyond reconstruction metrics for biologically coherent structure
- Interpret model outputs in biologically meaningful terms
- Shape research roadmap for cellular modelling
- Stay current with machine learning for single cell biology
- Translate biological questions into well posed modelling problems
Perks/Benefits
- N/A
Skills/Tech-stack
CRISPR | Deep learning | Geometric Deep Learning | JAX | Multiomics | Perturb-seq | Probabilistic Modeling | PyTorch | Python | Representation Learning | Single-cell | Single-cell Transcriptomics
Education
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