Senior Machine Learning Scientist
Cambridge, England, United Kingdom
GBP 75K-80K (estimate) Senior-level Full Time
Tasks
- Collaborate with clinical and scientific stakeholders to align model objectives
- Contribute to self supervised pre training of foundation models for 3D vision
- Develop biomarker extraction pipelines for clinical trial endpoints
- Maintain machine learning research knowledge and contribute to internal reading groups
- Research develop and evaluate computer vision methods for volumetric CT data
- Train and specialize models for supervised tasks segmentation classification regression
- Train large models across GPUs and compute nodes
- Translate model outputs into clinically meaningful outputs
- Write Python and PyTorch code for model training inference and evaluation
Perks/Benefits
- Annual leave
- Bank holidays
- Contributory pension
- Enhanced maternity leave
- Life insurance
- Private medical insurance
Skills/Tech-stack
3D Medical Imaging | 3D Vision | Biomarker Extraction | Black | Code review | Computer Vision | DICOM | Deep learning | Distributed Training | Documentation | Foundation Models | GPU Computing | Git | Image Regression | Image Segmentation | Image classification | Linear Algebra | Linux | Machine Learning | Medical Imaging | Mypy | NIfTI | Nrrd | Optimization | Poetry | Probability theory | Pull Requests | PyTorch | Python | Representation Learning | Ruff | Self-Supervised Learning | Self-supervised | Statistics | Supervised Learning | UV | Volumetric CT
Education
N/A
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