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ML Systems Engineer, ML Acceleration

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

Location

Nevada + 1 moreAll locations: Nevada, Pennsylvania

Posted

4 days ago

Salary

$144K - $160K / year

Bachelor DegreeEnglishPythonPy Torch

Job Description

• 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

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