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ML Systems Engineer, ML Acceleration

Motional
Full-time Singapore, Singapore Computer Occupations
Posted:
June 08, 2026
Location:
Singapore, Singapore, Singapore

Job Description

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Mission Summary:

We are looking for a Machine Learning Systems Engineer to join our ML Acceleration team. In this role, you will be responsible for the core systems that enable our researchers to train frontier models at scale, focusing obsessively on speed, cost, reliability, and throughput. You will work at the intersection of machine learning research and high-performance systems engineering. Your work will directly impact our ability to scale large-scale distributed model training and reduce the time-to-convergence for our next generation of models.

What you'll be doing:

  • Performance Profiling & Optimization: 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.

  • Distributed Training: Optimize distributed training pipelines ...

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    Job Overview

    Job Type: Full-time
    Location: Singapore, Singapore
    Posted: June 08, 2026
    Deadline: July 18, 2026