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rhoda-ai

May 12

Senior Inference Optimization ML Engineer

Hybrid · Mountain View Mountain View

pytorch infrastructure softwarefulltime

ashby

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AI TL;DR

You will optimize the performance of large multimodal models for real-world deployment at Rhoda AI. This role involves close collaboration with research and robotics teams to enhance inference efficiency.

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  1. What would you ship in the first month as Senior Inference Optimization ML Engineer at rhoda-ai?
  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?
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Job description

You will optimize the performance of large multimodal models for real-world deployment at Rhoda AI. This role involves close collaboration with research and robotics teams to enhance inference efficiency.

Details

  • Mountain View, work from office
  • 3+ years of experience
  • Skills: PyTorch required

The work

  • Own inference performance end-to-end for large foundation models
  • Build systematic performance attribution and identify bottlenecks
  • Apply optimization techniques like quantization and pruning
  • Collaborate with research engineers to implement optimized models