Staff Machine Learning Engineer
Sunnyvale, CA, United States
USD 151K-210K (estimate) Senior-level Full Time
Tasks
- Build end to end machine learning pipelines for data collection and training
- Collaborate with physicians and product teams for clinical relevance
- Design experiments for model architectures datasets and training strategies
- Develop and improve machine learning models for regulatory milestones
- Implement semi supervised and self supervised learning methods
- Integrate machine learning and computer vision algorithms into robotic platforms
- Lead machine learning projects to improve model performance metrics
- Optimize and validate models for production integration
- Translate research algorithms into validated scalable medical device software
Perks/Benefits
- N/A
Skills/Tech-stack
Autonomous Systems | C# | C++ | CI/CD | Computer Vision | Contrastive Learning | Data Curation | Deep learning | Docker | Foundation Models | GPU Optimization | Generative AI | JAX | Kubernetes | Language Models | MLOps | Machine Learning | Model Evaluation | Model Validation | Multimodal Learning | PyTorch | Python | Self-Supervised Learning | Self-supervised | Semi-Supervised Learning | Semi-supervised | Simulation | Supervised Learning | Synthetic data | TensorFlow | Transformer | Vision Language Models | Vision-language
Education
Regions
Countries
States
Cities
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