Data Scientist
Core
Architect data analysis and learning frameworks to build consumer-focused sleep tracking models and metrics from large-scale pilot data.
Role type
Senior data scientist (sleep analytics & machine learning)
Builds
Scalable learning models and algorithms for sleep performance metrics
Domain
Consumer health technology / Neuroscience / Sleep science
Deliverable
production ML models
Required skills
Machine learning, statistical modeling, large-scale data manipulation (structured/unstructured), exploratory data analysis, experimental design, automation tooling
Preferred skills
Cloud scalable analytical systems, Python/R/Matlab, bio-signal processing
Technologies
Python, R, Matlab, Cloud platforms
Responsibilities
Architect data analysis and learning frameworks for scalable modeling; Develop deep dive analysis and ML models for sleep scoring; Conduct exploratory analysis for consumer reportable metrics; Design and analyze experiments to build performance databases; Build tools for automation of data collation and reporting
Seniority
Senior, hands-on IC