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Machine Learning Systems Engineer

2 months, 1 week ago
United States
Full-time
Senior
Infrastructure Engineer
DevOps and Infrastructure
Machine Learning Python PyTorch
Apply Now
Motional

Motional

Motional is a leading company in driverless technology and autonomous vehicles, leveraging decades of industry expertise to develop and deploy safe and reliable autonomous vehicles. With a powerful DNA combining Aptiv's automotive technology and Hyunda...

Automotive
1K-5K
Founded 2020
$20M raised
View All Jobs 44

Description

  • Profile and optimize training performance by identifying bottlenecks in data loading, gradient computation, and communication.
  • Implement training optimizations such as kernel fusion, sharding, and tiling to reduce step time.
  • Optimize distributed training pipelines using PyTorch Distributed and related tooling.
  • Design and maintain high-performance GPU kernels in Triton or CUDA for ML workloads.
  • Improve data loading pipelines to maximize training throughput.
  • Work at the intersection of machine learning research and high-performance systems engineering to improve speed, cost, reliability, and throughput.
  • Help scale large distributed model training and reduce time to convergence for next-generation models.

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.
  • Strong understanding of fundamental machine learning concepts, architectures, and processes.
  • Exceptional analytical and problem-solving skills.
  • Bias for action and a data-driven approach to technical challenges.
  • Experience with profiling tools such as Nsight and PyTorch Profiler is preferred.
  • Experience with Triton or CUDA is preferred.
  • Experience with distributed training frameworks such as PyTorch Distributed is preferred.

Benefits

  • Base salary range of $144,000 to $192,000 USD.
  • Additional compensation may include a bonus or company equity.
  • Medical, dental, and vision coverage.
  • 401(k) with company match.
  • Health savings accounts.
  • Life insurance.
  • Pet insurance.
  • Hybrid schedule with in-office time in Boston, Pittsburgh, or Las Vegas, or fully remote work available.

Interested in this position?

Apply directly on the company website

Apply Now

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