NPU System Optimization Engineer

2 days ago

Singapore Malaysia Bitdeer Technologies Group Full time $120,000 - $240,000 per year

About Bitdeer:

Bitdeer Technologies Group (Nasdaq: BTDR) is a world-leading technology company for Bitcoin mining. Bitdeer is committed to providing comprehensive computing solutions for its customers. The Company handles complex processes involved in computing such as equipment procurement, transport logistics, datacenter design and construction, equipment management, and daily operations. The Company also offers advanced cloud capabilities to customers with high demand for artificial intelligence. Headquartered in Singapore, Bitdeer has deployed datacenters in the United States, Norway, and Bhutan.

What you will be responsible for:

  • Responsible
    for developing large model operators, optimizing parallel strategies, and
    improving performance for both inference and training.
  • Build an industry-leading
    high-performance large model compilation system through the design and
    performance optimization of self-developed NPU software and hardware systems.
  • Collaborate closely with the
    chip department for joint hardware-software optimization.
  • Conduct research and
    introduction of cutting-edge technologies for large models.

How you will stand out:

  • Possesses a Masters or Bachelors degree in Computer Science, Electronics, Automation, Software, or related
    fields; proficient in C/C++ or Python, with strong knowledge of algorithms
    and data structures.
  • Skilled in 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; capable
    of resolving complex problems encountered during the optimization process.

What you will experience working with us:

  • A culture that values authenticity and diversity of thoughts and backgrounds;
  • An inclusive and respectable 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.

Bitdeer is committed to providing equal employment opportunities in accordance with country, state, and local laws. Bitdeer does not discriminate against employees or applicants based on conditions such as race, colour, gender identity and/or expression, sexual orientation, marital and/or parental status, religion, political opinion, nationality, ethnic background or social origin, social status, disability, age, indigenous status, and union.

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