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Machine Learning Systems Engineer

Systems EngineerSystems EngineerFull TimeRemoteSeniorTeam 1,001-5,000Since 2020H1B SponsorCompany SiteLinkedIn

Location

United States

Posted

16 days ago

Salary

$144K - $192K / year

Seniority

Senior

Bachelor DegreeEnglishPythonPyTorch

Job Description

Machine Learning Systems Engineer

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• Utilize profiling tools (e.g., Nsight, PyTorch Profiler) to identify bottlenecks in data loading, gradient computation, and communication. Implement optimizations like kernel fusion, sharding, and tiling to improve step time. • Optimize distributed training pipelines using frameworks such as PyTorch Distributed. • Design and maintain high-performance GPU kernels in Triton or CUDA for state-of-the-art ML workloads. • Optimize robust data loading pipelines that maximize training throughput.

Job Requirements

  • Bachelor’s, Master’s degree, or PhD in Computer Science, Computer Engineering, or a related technical discipline.
  • Strong proficiency in Python.
  • Extensive hands-on experience with PyTorch.
  • Experience optimizing machine learning model execution during training and inference, alongside a strong understanding of fundamental machine learning concepts, architectures, and processes.
  • Exceptional analytical and problem-solving skills, with a bias for action and a data-driven approach to technical challenges.

Benefits

  • medical
  • dental
  • vision
  • 401k with a company match
  • health saving accounts
  • life insurance
  • pet insurance
  • more

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