Data Scientist - Biomedical Signal Processing
Sphere · North Miami Beach, FL · 2 mo ago
Information TechnologyFull-time
Key Responsibilities
- Analyze physiological signal datasets and data quality
- Recommend signal preprocessing and filtering strategies
- Define feature engineering approach for biosignals
- Suggest model architecture for real-time predictions
- Advise on data pipeline and training strategy
- Help define evaluation metrics and validation approach
Required Experience
- 2+ years experience as Data Scientist / ML Engineer / Biomedical Data Scientist
- Strong signal processing background
- Experience working with physiological or biomedical signals such as:
- ECG
- EEG
- EOG
- Brain waves
- Other biosignals
- Experience working with low-frequency signals
- Experience handling noisy or heterogeneous physiological datasets
- Hands-on experience with:
- Signal filtering
- Mathematical filters
- Feature extraction
- Time-series analysis
- Python skills:
- NumPy
- SciPy
- Pandas
- Scikit-learn
Nice to Have
- Biomedical engineering background
- Neuroimaging or electrophysiology experience
- Experience working with multi-source physiological datasets
- Experience building reproducible research pipelines
- Experience with real-time ML solutions
- PyTorch / TensorFlow experience