Full-Time

Machine Learning Infrastructure Engineer

Posted on 2/15/2023

Peloton

Peloton

1,001-5,000 employees

Interactive fitness platform with on-demand classes

Consumer Software

Compensation Overview

$127,300 - $165,400

Junior, Mid, Senior

Santa Clara, CA, USA

Required Skills
Kubernetes
Python
Airflow
MySQL
Jupyter
NoSQL
Java
Docker
AWS
iOS/Swift
Terraform
C/C++
Computer Vision
Requirements
  • Hands on experience with developing scalable cloud infrastructure
  • Strong programming background, with extensive experience in Python
  • Substantial experience with multiple technologies from the following list: AWS, Terraform, Docker, Kubernetes, Sagemaker, MLFlow, Airflow, TensorBoard, Jupyter, MySQL/NoSQL
  • Interested in picking up new tools/technologies required for development
  • Capacity to work in high growth, fast-paced environments, and can adapt to change
Responsibilities
  • Build and evolve state-of-the-art systems and operations pipelines to accelerate productionisation of the team's ML models
  • Work with ML Engineers and Data Engineers to implement scalable solutions for ML model development, model lifecycle management, deployment
  • Build and maintain CI / CD pipelines to automate ML model training, testing, and deployment
  • Support ML Engineers with Docker and Kubernetes workflows
  • Expose capabilities that increase the velocity of algorithm and model development, and experimentation
Desired Qualifications
  • Experience with C, C++, Java, Swift, or more general purpose programming languages is a plus
  • Previous experience with developing machine learning infrastructure
  • Strong background working with large amounts of Computer Vision data, associated annotations and meta-data
  • Experience setting up ML CI / CD pipelines, testing and validating code and components, testing and validating data, data schemas, and models
  • Ability to build full-stack web or mobile applications/services for internal tooling

Peloton Interactive is a global leader in the connected fitness industry, offering a comprehensive fitness ecosystem that combines top-tier equipment, software, and content to make fitness accessible and effective for everyone. The company's culture is centered around fostering social connections and motivation among its 6.7 million members, with a vast library of live and on-demand studio classes available across multiple platforms and devices. Peloton's competitive advantage lies in its unique blend of fitness, technology, and media, offering a variety of membership and payment options, and extending its reach to corporate wellness and commercial sectors.

Company Stage

IPO

Total Funding

$1.9B

Headquarters

New York, New York

Founded

2011

Growth & Insights
Headcount

6 month growth

-2%

1 year growth

-4%

2 year growth

-22%

Benefits

Comprehensive health & life benefits

Supporting families

Future planning

Education

Product discounts

Supporting our communities

INACTIVE