Senior Manager, Data Science
Tasks
- Apply frequency based representation learning and deep learning
- Apply signal processing and signal detection
- Build and maintain Python pipelines for wearable time series data
- Collaborate with internal clinical stats engineering and product stakeholders and external analytics partners
- Conduct exploratory data analysis and signal characterization
- Create reproducible experimentation and documented codebases
- Develop and validate longitudinal sensor models
- Engineer features from clinical concepts
- Evaluate models using nested cross validation leave one out and oob
- Handle missing data with imputation methods
- Implement mixed effects and hierarchical longitudinal modeling
- Perform code reviews and technical mentorship
- Perform quality control preprocessing and sensor artifact removal
- Use time frequency representations and digital filtering
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Accelerometry | Actigraphy | Circadian Cosinor Modeling | Cross-validation | Data Analysis | Data Imputation | Dead Reckoning | Deep learning | Digital filtering | Ensemble learning | Euler angles | Exploratory Data Analysis | Feature Engineering | Frequency analysis | GPU Computing | Git | HRV | Hierarchical modeling | Leave One Out | Machine Learning | Mixed-effects | Mixed-effects models | Model Explainability | Nested Cross Validation | Object-Oriented | Object-oriented programming | Out of Bag | Parallel Computing | Python | Quality Control | Quaternions) | Series analysis | Signal Processing | Sleep Analytics | SpO2 | Time Series | Time Series Analysis | Time-Frequency | Time-Frequency Analysis | Transformers | Version control
Education
Roles
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