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Machine Learning Systems Engineer

3 weeks ago


Singapore beBeeResearch Full time $90,000 - $120,000
Job Title

As a Research Engineer in our Machine Learning Training System team, you will be responsible for researching and developing cutting-edge machine learning systems. This role involves designing and implementing novel architectures, management frameworks, and scheduling algorithms to improve the efficiency and stability of large-scale distributed training jobs.

Responsibilities
  • Design and implement machine learning system components, including heterogeneous computing architecture, management, scheduling, and monitoring;
  • Collaborate with cross-functional teams to optimize system and AI algorithms and hardware for machine learning (GPU, ASIC);
  • Develop general-purpose training framework features and model-specific optimizations (e.g., LLM, diffusion models);
  • Improve the performance and scalability of large-scale distributed training jobs;
Qualifications
  • Currently pursuing a PhD in Computer Science or a related field with a strong background in distributed and parallel computing principles;
  • Familiarity with machine learning algorithms and platforms, including TensorFlow, JAX, and PyTorch;
  • Experience with GPU and/or ASIC architecture and programming languages such as C/C++, CUDA, and Python;
  • Strong understanding of computer systems, networking, and storage technologies;
About the Opportunity

This is an exciting opportunity to join our dynamic team and contribute to the development of innovative machine learning solutions. If you are passionate about research and development, and have a strong desire to make a meaningful impact, we encourage you to apply.

What We Offer
  • A competitive salary and benefits package;
  • The opportunity to work on challenging projects and collaborate with talented individuals;
  • A dynamic and supportive work environment;
How to Apply

To apply for this role, please submit your resume and cover letter via our online application portal. We look forward to hearing from you