High-Performance Computing Specialist

2 days ago

Singapore beBeeOptimization Full time $120,000 - $180,000
Job Description

We are seeking an experienced Optimization Engineer to join our team. As a key member of our engineering department, you will be responsible for developing large model operators, optimizing parallel strategies, and improving performance for both inference and training.

You will design and optimize self-developed NPU software and hardware systems to build an industry-leading high-performance large model compilation system.

Collaborate closely with the chip department for joint hardware-software optimization.

Conduct research and introduction of cutting-edge technologies for large models.

Develop and implement advanced techniques for large-scale model optimization, such as distributed parallel computing, memory access optimization, and low-bit computation.

Requirements
  • Possesses a Master's or Bachelor's degree in Computer Science, Electronics, Automation, Software, or related fields;
  • Proficient in C/C++ or Python, with strong knowledge of algorithms and data structures;
  • Familiar with high-performance computing optimization techniques for self-developed NPUs/GPUs, with a deep understanding of computer architecture;
  • Familiar with distributed parallel computing optimization, memory access optimization, and low-bit computation;
  • Familiar with the basic principles of deep learning algorithms, neural network architecture, and operator computation methods;
  • Knowledgeable in at least one deep learning training framework, such as PyTorch, TensorFlow, or MindSpore;
  • Familiar with compilation frameworks such as TVM, MLIR, XLA, LLVM; experience in operator acceleration and optimization is a plus;
  • Familiar with mainstream LLM (Large Language Model) architectures; experience with acceleration and optimization of LLM models and tools like TensorRT-LLM, ORCA, VLLM is preferred;
Benefits

A culture that values authenticity and diversity of thoughts and backgrounds;

An inclusive and respectful environment with open workspaces and exciting start-up spirit;

Fast-growing company with the chance to network with industrial pioneers and enthusiasts;

Ability to contribute directly and make an impact on the future of the digital asset industry;

Involvement in new projects, developing processes/systems;

Personal accountability, autonomy, fast growth, and learning opportunities;

Attractive welfare benefits and developmental opportunities such as training and mentoring;

Equal employment opportunities in accordance with country, state, and local laws.

What We Offer

We offer a dynamic and supportive work environment that encourages creativity, innovation, and collaboration.

We provide competitive salaries, bonuses, and benefits packages to ensure our employees' financial stability and well-being.

We invest heavily in employee development and training programs to help our employees grow professionally and personally.

We foster a culture of respect, inclusivity, and diversity, where everyone feels valued and empowered to contribute their best work.

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