Sr. Machine Learning Engineer
Sunnyvale, CA, United States
USD 131K-212K (estimate) Senior-level Full Time
Tasks
- Apply spatiotemporal deep learning architectures
- Deploy machine learning models in C++ production environments
- Design prototype and implement computer vision and machine learning algorithms
- Develop medical imaging analysis algorithms
- Fuse ultrasound data with preoperative imaging
- Generate design documentation and patent applications
- Integrate test and validate system components
- Mitigate acoustic artifacts in ultrasound data
- Optimize models with quantization and pruning
- Process temporal ultrasound video streams
Perks/Benefits
- N/A
Skills/Tech-stack
Acoustic Image Processing | Acoustic Shadowing Mitigation | C++ | Computer Vision | Data Analysis | Deep learning | Diffusion Models | GMLP | Graph Neural Networks | Hardware acceleration | ITK | Image Processing | Low Latency | MONAI | Machine Learning | Model Optimization | Neural Networks | NnU-Net | ONNX | OpenCV | Pruning | PyTorch | Python | Quantization | Real Time | Real-time Systems | Recurrent Neural Networks | Spatiotemporal Vision Transformers | Speckle Reduction | Temporal Tracking | Temporal Video Data Analysis | TensorRT | Time Systems | Ultrasound imaging | VTK | Video Data Analysis | Vision Transformers
Education
Regions
Countries
States
Cities
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