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Peloton // connected indoor fitness cycles
 
Engineering, Full Time    New York City OR Santa Clara, CA    Posted: Thursday, June 10, 2021
 
   
 
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JOB DETAILS
 

**New York, NY or Santa Clara, CA

The Role

Peloton is looking for a Senior Machine Learning Engineer to develop computer vision capabilities for the connected fitness AI team. Your main focus will be building temporal models with multimodal inputs with the help of the latest machine learning techniques & tools. 

Responsibilities

  • Provide expertise/guidance to solve problems in the computer vision domain relating to person perception & understanding.
  • Work with other team members to build/train/deploy deep learning models.
  • Hypothesize, design, & conduct various experiments on how we can use novel architectures or new sensors to improve baseline models.
  • Provide help to build tools for model training & diagnostics
  • Take ownership of & be a SME for multiple end-to-end projects

Qualifications

  • 4-5 years of experience developing solutions using supervised & unsupervised machine learning techniques in computer vision applications.
  • Deep understanding of various neural network architectures specifically applied to solve CV problems, such as CNN/LSTM/3DConvs/TCN & transformer based architectures.
  • Experience with multimodal classification using a variety of sensor inputs in addition to RGB
  • Should have a deep understanding of concepts like object detection, segmentation, conditional classification, & optical flow.
  • Substantial experience with multiple technologies from the following list: PyTorch, Python, Sagemaker, MLFlow, Airflow, Kubernetes, AWS
  • Ability to autonomously take on large areas of undefined work & find the balance between defining scope & meeting business needs.
  • Able to take complete ownership of a feature or project.

Bonus Points

  • Experience with C++ & edge deployment
  • Experience understanding fairness & bias pertaining to model development
  • Experience with infrastructure & MLOps

ABOUT PELOTON:

Peloton uses technology + design to connect the world through fitness, empowering people to be the best version of themselves anywhere, anytime. We have reinvented the fitness industry by developing a first-of-its-kind subscription platform. Seamlessly combining hardware, software, & streaming technology, we create digital fitness & wellness content & products that Members love. In 2020 Peloton committed to becoming an antiracist organization with the launch of the Peloton Pledge. Learn more, here.

Together We Go Far means that we are greater than the sum of our parts, stronger collectively when each one of us is at our best. In order to be the best version of Peloton, we are deeply committed to building a diverse workforce & inclusive culture where all of our team members can be the best version of themselves. This work has no endpoint; it is the constant work of running an organization that strives to reach its full potential. As a first step in our commitment, we announced the Peloton Pledge to invest $100 million over the next four years to fight racial injustice & inequity in our world, & to promote health & wellbeing for all, from the inside out.
 
 
 
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