Senior Manager, Data Science
Tasks
- Apply frequency and time frequency representations and digital filtering
- Apply reproducible experimentation and documentation practices
- Build Python pipelines for wearable time series data
- Collaborate with internal stakeholders and external analytics providers
- Conduct EDA and signal characterization for accelerometry actigraphy HRV and SpO2
- Develop and validate longitudinal models for repeated measures data
- Evaluate models using LOO OOB and appropriate metrics
- Handle imputation and feature engineering for sensor signals
- Implement signal processing and signal detection
- Lead code reviews and technical mentorship
- Perform longitudinal statistical modeling using mixed effects hierarchical models
- Perform nested cross validation and leave one out evaluation
- Perform time series QC preprocessing and sensor artifact removal
- Train deep learning models using Transformers and ensembles
- Use model explainability techniques
Perks/Benefits
Skills/Tech-stack
AWS | Code review | Cross-validation | Data Analysis | Data Validation | Deep learning | Digital filtering | Exploratory Data Analysis | Feature Engineering | Frequency analysis | GPU Computing | Git | Hierarchical models | Imputation | Leave One Out | Machine Learning | Mixed-effects | Mixed-effects models | Multi-GPU | Multi-GPU computing | Nested Cross Validation | Object-Oriented | Object-oriented design | Out of Bag | Parallel Computing | Python | Reproducible Research | Series analysis | Signal Processing | Time Series | Time Series Analysis | Time-Frequency | Time-Frequency Analysis | Transformers | Version control
Education
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