Principal Data Scientist, Machine Learning

April 6

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Description

• Design, develop and implement production-facing ML models to deliver valuable commerce content to our users • Collaborate closely with the ML Infra team to define a roadmap for real-time personalized ranking models • Design and run A/B tests, analyze model performance, and deep dive into the data for improvements • Build out pipelines to enable model building with the Analytics Engineering team • Set best practices, mentor, and provide guidance to junior Data Scientists

Requirements

• Master's or Ph.D. degree in computer science, statistics, mathematics, or related field • 7+ years of ML experience in a production setting with focus on ranking/recommendations • Experience with recommendations, ranking, personalization, search, and content discovery • Strong proficiency in Python and SQL • Deep familiarity with ML infrastructure • Extensive experience with experimentation • dbt knowledge is a plus • Spark/Databricks knowledge is a plus

Benefits

• Stock options and sign-on bonus may be offered • Flexible vacation • Medical, dental, vision, life, and disability coverage • Long-term care insurance • FSA and commuter benefits • 401(k) plan with company match • Parental leave program • Equipment, family, and pet care stipends