Optimization Expert for Machine Learning Systems

4 days ago


Singapore beBeeGPU Full time

**Job Title:**

Senior Software Engineer

We are looking for a highly skilled Software Engineer to join our team. As a key member of the development team, you will be responsible for designing, developing, and testing software applications.

Mandatory Qualifications:

  • 3+ years of experience in software development with expertise in machine learning, preferably in large-scale deep learning models.
  • Deep knowledge of PyTorch, DeepSpeed, FSDP, or Megatron-LM, with experience in distributed training optimizations.
  • Strong understanding of LLM inference optimizations (e.g., quantization, pruning, KV caching, continuous batching).
  • Bachelor's or higher degree in Computer Science, Engineering, or related field.

Benefits:

  • Work on cutting-edge machine learning projects at scale.
  • Directly impact the AI infrastructure by improving efficiency and reducing costs.
  • Collaborate with global AI/ML teams on high-impact challenges.
  • Opportunity to research and implement state-of-the-art GPU optimizations.

Why this role?

  • This is an excellent opportunity to work on complex machine learning problems and contribute to the development of innovative AI solutions.
  • You will have the chance to collaborate with a talented team of engineers and researchers who are passionate about AI and machine learning.
  • Our company values diversity and inclusion, and we welcome applications from candidates with diverse backgrounds and experiences.


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