Machine Learning Optimization Specialist

19 hours ago


San Francisco, California, United States Databricks Full time

Unlock Your Potential:

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We are seeking an exceptional Machine Learning Optimization Specialist to join our GenAI Team at Databricks. As a key member of our team, you will be responsible for optimizing machine learning models to achieve better performance, accuracy, and speed.

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Your Key Responsibilities:

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  • Design and implement efficient machine learning algorithms and techniques\
  • Optimize model performance, accuracy, and speed using various techniques and tools\
  • Develop and maintain high-quality software components and tools for machine learning optimization\
  • Collaborate with cross-functional teams to integrate optimized machine learning models into our platform\
  • Contribute to research and development of new machine learning optimization techniques and tools\
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Requirements:

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  • Strong understanding of machine learning concepts, including supervised and unsupervised learning, neural networks, and deep learning\
  • Experience with popular deep learning frameworks such as PyTorch, TensorFlow, or Keras\
  • Knowledge of high-performance linear algebra libraries such as cuDNN, CUTLASS, Eigen, MKL, etc.\
  • Experience with compiler technologies relevant to machine learning\
  • Experience with distributed systems development or distributed ML workloads\
  • Strong programming skills in languages such as Python, C++, or Java\
  • Excellent problem-solving and analytical skills\
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What We Offer:

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The salary range for this role is $192,000-$260,000 USD per year, and you will also receive eligibility for annual performance bonus, equity, and benefits.



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