Algorithm Engineer
Tasks
- Build and refine reusable codebase
- Curate and label biosignal data
- Deploy and maintain production models
- Develop deep learning and machine learning models
- Document specifications and validation for medical devices
- Implement unit tests and non regression testing
- Improve model architectures and algorithm techniques
- Perform model failure analysis
- Present results to stakeholders
- Scope biosignal algorithm requirements
- Set up CI and experiment tracking
Perks/Benefits
Skills/Tech-stack
CI/CD | Data Curation | Data labeling | Deep learning | Device validation | Digital Signal | Digital Signal Processing | Docker | Experiment tracking | Machine Learning | Medical Device | Medical device validation | Neural Networks | PyTorch | Signal Processing | Statistics | Time Series | Transformers | Unit Testing | Version control | Vision Transformers
Education
N/A
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