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Backend Engineer, Modelops Infrastructure

Closing: May 31, 2023

This position has expired

Published: May 24, 2023 (16 days ago)

Job Requirements

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Job Summary

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What you will bring

  • Significant professional experience in Python backend infrastructure and Pytorch.
  • Experience in working on scalability and maintainability challenges
  • Production experience with Terraform, Kubernetes, Docker, and preferably GCP or equivalent technologies.
  • Experience with tritton backend and post-production monitoring of large language models ( >10GB)
  • High interest in defining infrastructure for large-scale ML recommendation engines 
  • A genuine passion for learning as you will be solving the challenges of today, tomorrow, and many years to come.


Responsibilities

What you will bring

  • Significant professional experience in Python backend infrastructure and Pytorch.
  • Experience in working on scalability and maintainability challenges
  • Production experience with Terraform, Kubernetes, Docker, and preferably GCP or equivalent technologies.
  • Experience with tritton backend and post-production monitoring of large language models ( >10GB)
  • High interest in defining infrastructure for large-scale ML recommendation engines 
  • A genuine passion for learning as you will be solving the challenges of today, tomorrow, and many years to come.


  • Play a key role in the design, implementation, and integration of product features;
  • Solve technical infrastructure problems of high scope and complexity;
  • Test, deploy, maintain, and improve ML infrastructure and software that uses these models;
  • Help to define and improve our internal standards for style, maintainability, and best practices for a high-scale web environment;
  • Collaborate with other ML engineers and advise on the MLOps architecture from an infrastructure perspective;
  • Respond to feature availability incidents and provide support for service engineers with customer incidents.


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