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Senior ML Systems Engineer, ML Acceleration
motional singapore pte. limited
📍
singapore, Singapore
Location
singapore
Posted
June 09, 2026
Commute
Local Area
Local Opportunity Near You!
This job is in your area. Enjoy a short commute and work close to home.
Job Description
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 using frameworks such as PyTorch Distributed.
- Kernel Development: Design and maintain high-performance GPU kernels in Triton or CUDA for state-of-the-art ML workloads.
- Data Pipeline Engineering: Optimize robust data loading pipelines that maximize training throughput.
- Education: Bachelor's, Master's degree, or PhD in Computer Science, Computer Engineering, or a related technical discipline.
- Software Engineering: Strong proficiency in Python.
- ML Frameworks: Extensive hands...