AI System Optimization Engineer (Software - Python)

Bitdeer; Singapore; On-site; SGD 90,000 - 120,000; Full time

Job summary

A leading technology firm in Singapore is seeking a specialist to develop and optimize large model operators, enhancing performance for inference and training. Candidates should have a relevant degree and expertise in computing optimization, particularly with NPUs and deep learning frameworks. The role offers opportunities for personal growth and involvement in innovative projects within the digital asset industry.

Benefits

Attractive benefits and developmental programs

Inclusive environment with networking opportunities

Qualifications

• Proficient in C/C++ or Python with strong knowledge of algorithms.
• Skilled in high-performance computing optimization techniques.
• Familiar with distributed parallel computing optimization.

Responsibilities

• Develop large model operators and optimize performance.
• Enhance large model compilation systems through software and hardware optimization.
• Collaborate with the chip department for hardware-software optimization.

Skills

C/C++ or Python proficiency

Algorithms and data structures knowledge

High-performance computing optimization

Distributed parallel computing expertise

Deep learning algorithms knowledge

Experience with PyTorch or TensorFlow

Education

Master's or Bachelor's degree in Computer Science or related fields

Tools

Deep learning frameworks (e.g., PyTorch, TensorFlow)

Compilation frameworks (e.g., TVM, MLIR)

Job description

About Bitdeer:

Bitdeer Technologies Group (Nasdaq: BTDR) is a world-leading technology company in Bitcoin mining. We are committed to providing comprehensive computing solutions, including equipment procurement, transport logistics, datacenter design and construction, equipment management, and daily operations. Additionally, we offer advanced cloud capabilities for high-demand artificial intelligence applications. 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 enhancing performance for inference and training.
• Building an industry-leading high-performance large model compilation system through the design and optimization of self-developed NPU software and hardware systems.
• Collaborating closely with the chip department for joint hardware-software optimization.
• Researching and implementing 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;
• The chance to contribute to the future of the digital asset industry;
• Involvement in new projects and system development;
• Personal accountability, autonomy, rapid growth, and learning opportunities;
• Attractive benefits and developmental programs such as training and mentoring.

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Bitdeer is committed to providing equal employment opportunities and does not discriminate based on race, color, gender identity, sexual orientation, marital or parental status, religion, political opinion, nationality, ethnicity, social origin, social status, disability, age, indigenous status, or union membership.