2 дня назад
AI Frameworks Engineer (Model and Kernel Optimization)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Frameworks Engineer (Model and Kernel Optimization) (Deep Learning/C++/Python): Optimizing deep learning models and deployment architectures for high-performance inference with an accent on accuracy, memory management, and accelerator kernel development. Focus on implementing vLLM and SGLang features, developing high-performance kernels for Intel accelerators, and solving complex model optimization challenges.
Location: On-site in Shanghai, China
Company
AI engineering organization developing software stacks and high-performance deep learning solutions for customer frameworks and Intel accelerators.
What you will do
- Optimize performance for key AI use cases and models.
- Debug and resolve issues involving model accuracy and memory management.
- Design and develop model deployment architectures for accelerated inference.
- Implement new features in vLLM and SGLang, including P/D disaggregation.
- Develop and debug high-performance kernels for Intel accelerators.
- Collaborate with engineers and architects to discuss issues, propose solutions, and gather feedback.
Requirements
- Master's or Ph.D. degree in Computer Science, Artificial Intelligence, Software Engineering, or a related field.
- Strong programming skills in C++ and Python.
- Solid understanding of deep learning fundamentals and hands-on experience.
- Proficient written and spoken English.
- On-site presence in Shanghai is required.
- Strong problem-solving skills and proactive thinking.
Nice to have
- Experience with LLMs or AIGC and understanding of model architectures.
- Experience with PyTorch, vLLM, or SGLang.
- GPU kernel development experience.
Culture & Benefits
- Full-time position for a college graduate.
- Shift 1 schedule in China.
- Collaborative work with teammates, partners, and architects.
- Ethical hiring practices with no recruitment or medical examination fees.
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