Senior Scientist, Comparative Digital Pathology, Computational Biology and Medicine
Basel Headquarter, Switzerland
CHF 117K-176K (estimate) Senior-level Full Time
Tasks
- Apply computer vision to whole slide images
- Co develop pathology workflows
- Develop and train deep learning models
- Develop digital pathology algorithms
- Ensure data traceability integrity and validation
- Evaluate algorithm performance
- Execute preclinical pathology workflows
- Inform data and analytics strategy
- Integrate digitized slide management
- Maintain awareness of new technologies
- Optimize cloud and distributed workflows
- Produce reusable code documentation and reporting
- Validate algorithms under GLP
Perks/Benefits
- N/A
Skills/Tech-stack
Accuracy evaluation | Algorithm validation | Bioinformatics | Biomedical Image Analysis | Biostatistics | Cloud Computing | Computer Vision | Convolutional Neural Networks | Data reproducibility | Deep learning | Distributed Computing | Feature extraction | Fiji | GLP | Graph Based Methods | Graph-based | High Performance | High-Performance Computing | Image Processing | Image analysis | ImageJ | MATLAB | Machine Learning | Neural Networks | Noise Reduction | NumPy | OpenCV | Parallel Computing | Performance Computing | PyTorch | Python | R | SciPy | Scikit-image | Scikit-learn | Segmentation | Supervised Learning | TensorFlow | Unsupervised Learning | Weakly-Supervised Learning | Whole Slide Images
Education
Roles
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