Sr. Machine Learning Engineer, Medical Imaging
Sunnyvale, CA, United States
USD 149K-198K (estimate) Senior-level Full Time
Tasks
- Build model deployment pipelines for C++ production
- Detect segment and classify pulmonary structures
- Develop real time ultrasound imaging algorithms
- Fuse ultrasound data with preoperative imaging
- Optimize models with quantization pruning and hardware acceleration
- Prototype and implement medical computer vision and machine learning models
- Reduce speckle and acoustic shadow artifacts
- Support integration testing and generate design documentation and patent applications
- Track ultrasound features across video frames
Perks/Benefits
- N/A
Skills/Tech-stack
Acoustic Image Processing | C++ | Diffusion Models | Graph Neural Network | Hardware acceleration | ITK | Image Processing | MONAI | Medical Image Processing | Neural Network | NnU-Net | ONNX | OpenCV | Pruning | PyTorch | Python | Quantization | Recurrent Neural Network | Temporal Video Analysis | TensorRT | Ultrasound imaging | VTK | Video Analysis | Vision Transformer
Education
Regions
Countries
States
Cities
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