Data Scientist
Core
Architect data analysis and learning frameworks for scalable modeling of sleep data to generate consumer metrics and sleep tracking models.
Role type
Senior data scientist (sleep analytics & machine learning)
Builds
Consumer-focused sleep tracking models and performance metrics
Domain
Consumer health technology / Neuroscience / Sleep science
Deliverable
production ML models
Required skills
Machine learning, statistical modeling, large-scale data manipulation, exploratory data analysis, algorithm design, automation tooling
Preferred skills
Cloud scalable systems, Matlab, R, Python, bio-signal processing
Responsibilities
Architect data analysis and learning framework for scalable modeling; Develop deep dive analysis and machine learning models of sleep; Conduct exploratory analysis for consumer reportable metrics; Assist in designing and analyzing experiments; Work with cloud teams for continual learning models; Build tools for automation of data collation and reporting
