AI System Optimization Engineer

1 week ago

Singapore Bitdeer Group Full time

About Bitdeer:
Bitdeer Technologies Group (Nasdaq: BTDR) is a world-leading technology company in Bitcoin mining. Bitdeer is committed to providing comprehensive computing solutions, handling processes such as equipment procurement, transport logistics, datacenter design and construction, equipment management, and daily operations. The company also offers advanced cloud capabilities for 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:
Developing large model operators, optimizing parallel strategies, and improving performance for inference and training.
Building a high-performance large model compilation system through design and optimization of self-developed NPU software and hardware systems.
Collaborating closely with the chip department for hardware-software optimization.
Researching and introducing cutting-edge technologies for large models.
How you will stand out:
Possess 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.
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.
Knowledgeable about deep learning algorithms, neural network architectures, and operator computation methods; experienced with frameworks like PyTorch, TensorFlow, or MindSpore.
Familiar with compilation frameworks such as TVM, MLIR, XLA, LLVM; experience in operator acceleration and optimization is a plus.
Knowledge of mainstream LLM architectures; experience with acceleration and optimization of LLM models and tools like TensorRT-LLM, ORCA, VLLM is preferred; capable of resolving complex optimization problems.
What you will experience working with us:
A culture valuing authenticity and diversity of thoughts and backgrounds.
An inclusive environment with open workspaces and a start-up spirit.
Opportunities to network with industry pioneers and enthusiasts.
Contributing directly to the future of the digital asset industry.
Involvement in new projects and developing processes/systems.
Personal accountability, autonomy, fast growth, and learning opportunities.
Attractive benefits and developmental opportunities such as training and mentoring.
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Bitdeer is committed to providing equal employment opportunities and does not discriminate based on race, gender, age, or other protected conditions.
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