Principal AI/ML Engineer
United States - Santa Clara : Building A - SC, United States
USD 148K-297K Senior-level Full Time
Tasks
- Apply foundation models self supervised and generative AI
- Build deep learning image segmentation models
- Contribute to AI software architecture and code reviews
- Define evaluation metrics with clinical and V&V teams
- Deploy models in embedded or product environments
- Detect and classify imaging features
- Develop machine learning models for clinical imaging
- Document design controls verification validation and risk management
- Ensure robust performance across patient populations
- Manage end-to-end machine learning lifecycle
- Optimize model performance and inference speed
- Perform quantitative analysis of medical images
- Prepare and annotate training data
- Train and validate models
Perks/Benefits
- N/A
Skills/Tech-stack
Computer Vision | Continuous Deployment | Continuous integration | Convolutional Neural Networks | Data Versioning | Deep learning | Embedded Systems | Experiment tracking | Image Segmentation | Image classification | MLOps | Machine Learning Pipelines | Model Validation | Model versioning | Neural Networks | ONNX | Object Detection | Production Machine Learning | Production Machine Learning Pipelines | PyTorch | Python | Real Time | Real-time Inference | Statistical Methods | TensorFlow | TensorRT | TorchScript | Vision Transformer
Education
Regions
Countries
States
Cities
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