Senior Data Scientist
Surgical Data Science CollectiveSalary not specified
- Full Time
- Senior (5 to 8 years)
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Healthcare, Data & AnalyticsIndustries
Requirements
Candidates should possess a Bachelor’s degree in Statistics, Data Science, Applied Mathematics, Computer Science, or a related field, with a Master’s degree preferred, and at least 5 years of full-time professional experience in a related area. They should have 5+ years of experience applying advanced machine learning and statistical techniques, significant experience working with time series data, causal modeling, and probabilistic methods, along with proficiency in scientific Python and SQL.
Responsibilities
The Senior Data Scientist will build statistical models using techniques such as causal modeling and mediation analysis to provide members with insights about how their behavior affects their WHOOP metrics, work with Data Engineers to improve data pipelining and tooling, and collaborate with MLOps Engineers to build robust and efficient machine learning pipelines. They will conduct research on wearable sensors to analyze health insights, design data collection studies, and periodically serve as the on-call data scientist to respond to incidents affecting production services, partnering with the product team to identify new opportunities for leveraging datasets and surfacing novel insights.
Skills
Python
SQL
Time Series Data
Causal Modeling
Probabilistic Methods
Machine Learning
Data Pipelines
Data Engineering
MLOps
Whoop
Wearable fitness tracker with personalized insights
About Whoop
WHOOP offers a fitness membership that focuses on improving personal health and performance through a wearable device called the WHOOP Strap 3.0. This device continuously collects physiological data, including heart rate, sleep patterns, and recovery levels, to provide users with personalized recommendations on their daily activity, sleep needs, and readiness for performance. Unlike many competitors, WHOOP operates on a subscription model, where users pay a fee to access the membership, which includes the device and continuous insights through the WHOOP app. This model not only provides a steady revenue stream but also fosters a strong community among users, encouraging engagement through teams, challenges, and social features. The goal of WHOOP is to help users optimize their health and performance while minimizing injury risk.
Boston, MassachusettsHeadquarters
2012Year Founded
$393.7MTotal Funding
SERIES_FCompany Stage
Data & Analytics, HealthcareIndustries
501-1,000Employees