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ML Systems Engineer, ML Acceleration
Location
Nevada + 1 moreAll locations: Nevada | Pennsylvania
Posted
80 days ago
Salary
$144K - $160K / year
Seniority
Senior
Job Description
ML Systems Engineer, ML Acceleration
Motional
• 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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