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Machine Learning Engineer

Company: Luma AI
Location: Palo Alto
Posted on: May 31, 2024

Job Description:

At Luma we are building the foundations of visual AI.We are looking for people with strong engineering capabilities, such as designing, implementing, and improving large-scale distributed machine learning systems, writing bug-free machine learning code, and developing the underlying algorithms. You'll be part of Luma's applied research team and work directly on mission critical models and infra. What's expected

  • Strong programming skills in python and especially a deep understanding of pytorch, numpy, and basic libraries for working with images and structured data
  • Ability to rapidly build and add features to CLI tools, dashboards for visualization, comparison, and metric tracking to accelerate research
  • Experience with filtering and preparing training data
  • Experience with large model training is a plusWhat we wouid love to see
    • Experience working with large distributed systems like SLURM, Ray or other similar technologies
    • Experience with deploying models (building docker images, kubernetes basics)
    • Knowledge of graphics fundamentals, 3D formats, tools (e.g. Blender/UE4), and/or 3D-related python libraries
    • Ability to not only use but also implement new models in codebases like diffusers, transformersStartup Mindset
      • Valuevelocityand execution.
      • Communicate clearly.
      • Focuson building what will matter to users and the product.
      • Beresourcefulat finding creative ways to overcome challenges.Benefits
        • Equity grant to reflect the incredible value you will bring to Luma, with annual refreshes.
        • Excellent salary and benefits.
        • Full health, dental, and vision coverage.
        • Latest and greatest gear.
        • Stipends towards wellness, house cleaner, and phone/internet.
        • Unlimited paid time off with 12 days minimum.
        • Unlimited sick days.
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Keywords: Luma AI, Palo Alto , Machine Learning Engineer, Engineering , Palo Alto, California

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