Machine Learning Infrastructure Engineer

June 11

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Peloton Interactive

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Motivation that moves you.

Fitness • Networked fitness • Android • Cycling • Hardware

5001 - 10000

Description

• Help build, evolve, and scale innovative machine learning system infrastructure powering Peloton’s connected fitness data. • Work with other ML Engineers, Researchers and Backend Engineers to implement scalable infrastructure solutions for ML model development, model lifecycle management, model monitoring, and offline experimentation. • Work on building an internal training platform that accelerates the velocity of offline experimentation for ML Engineers. • Collaborate with other ML Engineers and Data Engineers to build and deploy data stores that support batch pipelines as well as real-time recommendations.

Requirements

• Experience developing infrastructure and platforms to power ML at scale. • Programming background, with experience in Python, experience with C, C++, Java, or more general purpose programming languages is a plus. • Experience with multiple technologies from the following list: AWS, MLFlow, Airflow, PySpark, Jupyter, Kubernetes, MySQL & NoSQL databases, Kubeflow. • Bonus: Experience in setting up ML CI/CD pipelines (Jenkins / GHA), testing and validating code and components, testing and validating data, data schemas, and models. • Bonus: Working with large datasets with distributed data processing frameworks like Spark. • Bonus: Building an internal training platform that supports multiple ML engineers with their offline experimentation.

Benefits

• Medical, dental and vision insurance • Generous paid time off policy • Short-term and long-term disability • Access to mental health services • 401k, tuition reimbursement and student loan paydown plans • Employee Stock Purchase Plan • Fertility and adoption support and up to 18 weeks of paid parental leave • Child care and family care discounts • Free access to Peloton Digital App and apparel and product discounts • Commuter benefits and Citi Bike Discount • Pet insurance and so much more!