Data Scientist - Biomedical Signal Processing
Tasks
- Advise data pipeline and training strategy
- Analyze physiological signal datasets
- Apply signal filtering noise reduction and transformations
- Assess data quality
- Build feature extraction pipelines
- Define evaluation metrics and validation approach
- Define feature engineering for biosignals
- Design model architecture for real time predictions
- Improve model accuracy through experimentation and iteration
- Integrate models with engineering team
- Process low frequency physiological signals
- Recommend signal preprocessing and filtering strategies
- Support real time inference and performance optimization
- Train and optimize machine learning models
Perks/Benefits
Skills/Tech-stack
Feature extraction | Noise Reduction | NumPy | Pandas | Python | SciPy | Scikit-learn | Series analysis | Signal filtering | Time Series | Time Series Analysis
Education
N/A
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