ML Systems Engineer, ML Acceleration

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ML Systems Engineer, ML Acceleration in Others new

Motional
Full time
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11/03/2026
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Singapore, Singapore

Responsibilities

Profile and optimize data loading, gradient computation, and communication using tools such as Nsight and PyTorch Profiler.
Implement performance improvements including kernel fusion, sharding, and tiling to reduce model-training step time.
Optimize distributed training pipelines using PyTorch Distributed.
Design and maintain high-performance GPU kernels in Triton or CUDA.
Build and optimize robust data-loading pipelines that maximize training throughput.

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 with a data-driven approach to technical challenges.

Motional

Motional is an autonomous vehicle technology company on a mission to make driverless vehicles a safe, reliable, and accessible reality. The company formed in 2020 and is majority-owned by Hyundai Motor Group, one of the world’s largest vehicle manufacturers. Motional has extensive experience in c...

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