Staff AI/ML Engineer
United States - Massachusetts - Westford : 4 Robbins Road, United States
USD 99K-198K Senior-level Full Time
Tasks
- Annotate training data
- Classify OCT images
- Collaborate with clinical teams
- Collaborate with verification and validation teams
- Conduct code reviews
- Conduct quantitative image analysis
- Contribute to software architecture
- Define evaluation metrics
- Deploy deep learning models
- Deploy models
- Design machine learning models
- Detect features in images
- Develop semantic segmentation algorithms
- Evaluate new machine learning approaches
- Generate technical documentation
- Improve model robustness
- Integrate foundation models
- Integrate generative AI
- Maintain engineering best practices
- Optimize model performance
- Optimize models for real-time inference
- Own machine learning lifecycle
- Perform image segmentation
- Prepare training data
- Support design controls
- Support regulatory submissions
- Support risk management
- Support verification & validation
- Train models
- Validate model performance
Perks/Benefits
- N/A
Skills/Tech-stack
Computer Vision | Continuous Deployment | Continuous integration | Convolutional Neural Networks | Data Versioning | Deep learning | Design Controls | Device software development | Experiment tracking | Feature detection | Image Segmentation | Image classification | MLOps | Machine Learning | Medical Device | Medical Imaging | Medical device software | Medical device software development | Model versioning | Neural Networks | ONNX | Object Detection | PyTorch | Python | Quantitative Analysis | Real Time | Real-time Inference | Regulatory Compliance | Risk Management | Semantic Segmentation | Software development | Statistical Methods | Statistical validation | TensorFlow | TensorRT | TorchScript | Verification & Validation | Vision Transformers
Education
Regions
Countries
States
Cities
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