Backend Engineer
Modelops Infrastructure
Posted on 3/31/2023
INACTIVE
GitLab

1,001-5,000 employees

Repository hosting manager tool
Company Overview
It is GitLab's mission to make it so that everyone can contribute. When everyone can contribute, users become contributors and greatly increases the rate of innovation.

Company Stage

N/A

Total Funding

$1.4B

Founded

2014

Headquarters

San Francisco, California

Growth & Insights
Headcount

6 month growth

7%

1 year growth

8%

2 year growth

32%
Locations
Remote
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Kubernetes
Python
Docker
Terraform
Google Cloud Platform
CategoriesNew
DevOps & Infrastructure
Software Engineering
Requirements
  • 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 NVIDIA Triton 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
  • 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