Remote Otter LogoRemoteOtter

Staff ML Infrastructure Engineer - Remote

Posted Yesterday
AI / ML
Full Time
USA
$230,000 — $322,000 USD/year

Overview

As a Staff ML Infrastructure Engineer at Reddit, you will lead the development of a platform for large scale ML models, impacting various teams and enhancing the machine learning development lifecycle.

In Short

  • Design end-to-end model lifecycle patterns (MLOps) for ML engineers.
  • Develop and support a graph ML codebase and platform.
  • Collaborate on performance tuning in a distributed ML training environment.
  • Optimize batch data processing with tools like Apache Beam and Spark.
  • Architect pipelines for massive graph data structures.
  • 7+ years of experience in ML infrastructure.
  • Hands-on experience with ML optimization and cloud technologies.
  • Experience with MLOps tools for experiment tracking and model serving.
  • Proficient in common ML programming languages and frameworks.
  • Strong organizational and communication skills.

Requirements

  • 7+ years of experience in ML infrastructure.
  • Hands-on experience with ML optimization.
  • Deep experience with cloud technologies (GCP, Terraform).
  • Experience with MLOps tools (MLflow, Wandb).
  • Proficient in Python, PyTorch, Tensorflow.
  • Experience with distributed training frameworks (Ray, Kubernetes).
  • Strong focus on scalability and performance.
  • Experience with graph databases is a plus.
  • Experience with graph neural networks is a plus.
  • Strong communication skills.

Benefits

  • Comprehensive Healthcare Benefits.
  • 401k Match.
  • Family Planning Support.
  • Gender-Affirming Care.
  • Mental Health & Coaching Benefits.
  • Flexible Vacation & Reddit Global Days off.
  • Generous paid Parental Leave.
  • Paid Volunteer time off.
Reddit logo

Reddit

Reddit is a dynamic online platform that fosters community engagement and discussion across a wide range of topics. As a leading social news aggregation and discussion website, Reddit connects millions of users who share content and participate in conversations. The company is committed to understanding user needs and enhancing the user experience through innovative research and collaboration among cross-functional teams. Reddit values growth and is focused on driving product strategy through actionable insights, making it an exciting place for professionals passionate about user experience and research.

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