Staff Software Engineer / Machine Learning Engineer - Radiology
Tasks
- Build data preprocessing model training evaluation and deployment pipelines
- Collaborate on vulnerability assessment and penetration testing
- Collaborate with radiologists to define clinically meaningful outputs
- Design and implement 2D and 3D model architectures
- Develop quantitative imaging methods for segmentation quantification and detection
- Develop train and validate ML and DL models for medical imaging
- Ensure reproducibility and traceability of experiments
- Leverage multi institutional datasets for model generalizability and robustness
- Participate in code reviews and testing using Git
- Produce regulatory grade documentation for datasets and models
- Support FDA 510k and De Novo submissions with technical documentation
- Use AI assisted coding tools to improve development workflow
Perks/Benefits
- N/A
Skills/Tech-stack
Cloud Computing | Convolutional Neural Networks | DICE | DICOM | DICOMweb | Data Preprocessing | Deep learning | Evaluation metrics | Git | Good Machine Learning Practice | High Performance | High-Performance Computing | IoU | Language Models | Large Language Models | Machine Learning | Model Deployment | Model Evaluation | Model Training | Neural Networks | Penetration Testing | Performance Computing | PyTorch | Python | ROC-AUC | Secure Coding | Sensitivity | Specificity | TensorFlow | Transformers | U-Net | Version control | Vision Transformers | Vulnerability Assessment
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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