2 дня назад
AI Framework Software Engineer (PyTorch)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Framework Software Engineer (PyTorch): Designing and optimizing AI frameworks and distributed solutions for Intel hardware and platforms with an accent on PyTorch, modern C++, Python, and GPU enablement. Focus on profiling models, removing performance bottlenecks, implementing compute and communication overlap, and developing kernel fusion and inference optimizations.
Location: On-site in Shanghai, China
Company
develops AI framework software and performance solutions for Intel products and hardware platforms.
What you will do
- Design and develop AI frameworks and software solutions optimized for different Intel products.
- Implement distributed algorithms, including compute and communication overlap and kernel fusion.
- Profile key models to identify performance bottlenecks and implement optimizations across hardware platforms.
- Contribute to AI framework optimizations, communication collectives, and new GPU hardware enablement.
- Contribute to open-source AI projects and follow industry standards and best practices.
Requirements
- Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Software Engineering, or a related field.
- 0–1 years of hands-on experience with AI frameworks and algorithms, including experience from internships, academic projects, coursework, or training.
- Proficiency in modern C++ and Python.
- Foundational understanding of deep learning theories and concepts.
- Familiarity with PyTorch, vLLM, and SGLang, plus the ability to debug and optimize software for performance across hardware platforms.
- Fluency in written and spoken English.
Nice to have
- Experience with performance optimization techniques and technologies.
- Familiarity with large language models, inference stacks, and model structures.
- Experience contributing to open-source projects or collaborating within open-source ecosystems.
- Strong problem-solving and analytical skills.
Culture & Benefits
- Full-time college graduate position with Shift 1 working hours in China.
- On-site work model.
- Commitment to responsible business practices and ethical hiring.
- No recruitment, medical examination, or other hiring fees are charged to candidates.
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