Data Science Technical Lead (Feedback)
WHOOP
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See open jobs at WHOOP.See open jobs similar to "Data Science Technical Lead (Feedback)" Two Sigma Ventures.IT, Data Science
Boston, MA, USA
Posted on Jul 30, 2024
At WHOOP, we're on a mission to unlock human performance by helping our members better understand their bodies and how the behaviors of their daily lives impact their ability to reach their health and performance goals.
As the Data Science Tech Lead on our Feedback team, you will develop algorithmic features and metrics that provide deeper insights into our members’ bodies. Leveraging various data sources to combine WHOOP data with “gold standard” truth data, as well as drawing upon clinical theory and evidence, you will lead a team to design, train, deploy, and maintain machine learning algorithms to provide insights to members on a wide range of topics. Collaborating with data engineers, product managers, and software engineers, among others, you will create features that utilize physiological and behavioral measurements to deliver insightful metrics and guide our members toward their goals.
RESPONSIBILITIES:
- In this role you will be responsible for designing, developing, and implementing WHOOP algorithms using large-scale ML and DL models. These models use physiological and behavioral data to provide personalized insights and guidance, helping members achieve their health and fitness goals
- Serve as a player-coach technical leader, managing and mentoring a small team of data scientists while actively contributing to research and development efforts
- Create, improve, and maintain production services that analyze physiological and behavioral data in collaboration with MLOps Engineers
- Collaborate with Data Engineers to enhance data pipelines, machine learning tools, and quality validation systems
- Conduct literature reviews and research projects to power evidence-based features for Members, continuously improving the teams’ knowledge of physiological and data science methods
- Partner with our in-house clinical research team to design data collection studies to develop or improve our algorithms.
- Periodically serve as the on-call data scientist to respond in real-time to incidents affecting production services
QUALIFICATIONS:
- Bachelor's Degree in Statistics, Data Science, Applied Mathematics, Computer Science, Mathematics, or a related field Master’s or PhD preferred
- 5+ years of full-time professional experience in a related area, applying advanced mathematical and statistical techniques.
- 1+ year of official people management experience
- Experience deploying services and maintaining live code through logging and monitoring within a production environment
- Strong Python programming skills and substantial experience with scientific Python packages. Proficient in scientific Python and SQL
- Excellent verbal and written communication skills
- Significant experience working with time series data, preferably with user-facing applications
This role is based in the WHOOP office located in Boston, MA. The successful candidate must be prepared to relocate if necessary to work out of the Boston, MA office.
Interested in the role, but don’t meet every qualification? We encourage you to still apply! At WHOOP, we believe there is much more to a candidate than what is written on paper, and we value character as much as experience. As we continue to build a diverse and inclusive environment, we encourage anyone who is interested in this role to apply.
WHOOP is an Equal Opportunity Employer and participates in E-verify to determine employment eligibility.
This job is no longer accepting applications
See open jobs at WHOOP.See open jobs similar to "Data Science Technical Lead (Feedback)" Two Sigma Ventures.