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allencontrolsystems

Mar 20

CV/ML Platform Engineer

Hybrid · Austin, TX Austin, TX

awskubernetes engineering

greenhouse

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AI TL;DR

You will design and manage the infrastructure for our CV/ML team in Austin, TX. This role involves working with advanced GPU clusters and CI/CD pipelines for machine learning projects.

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  1. What would you ship in the first month as CV/ML Platform Engineer at allencontrolsystems?
  2. Which tradeoff in the description would you ask about first?
  3. How do you explain a production incident to this team?
  4. What would you measure in the first two weeks?
  5. Which part of your last project maps to this stack?

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Job description

You will design and manage the infrastructure for our CV/ML team in Austin, TX. This role involves working with advanced GPU clusters and CI/CD pipelines for machine learning projects.

Details

  • Austin, TX, work from office
  • 2+ years of experience
  • Skills required: AWS, Kubernetes

The work

  • Deploy and operate Kubernetes clusters with 130+ NVIDIA GPUs
  • Manage NVIDIA GPU clusters for ML training
  • Own the CV/ML CI/CD pipeline
  • Automate model training and testing tasks