AI Framework Software Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
AI Framework Software Engineer (AI/C++/Python): Designing and optimizing AI software and frameworks like SGLang with an accent on distributed algorithms, model/data parallel frameworks, and computational graph representation. Focus on optimizing code for hardware backends and profiling distributed deep learning models to resolve performance bottlenecks.
Location: On-site in Shanghai, PRC
Company
is a global leader in semiconductor design and AI software optimization, focusing on driving revenue growth and market expansion through strategic technological initiatives.
What you will do
- Design, develop, and optimize AI software and frameworks, contributing to public upstream projects like SGLang.
- Implement distributed algorithms, including model/data parallel frameworks, parameter servers, and asynchronous data communication.
- Transform computational graph representations of neural network models.
- Develop machine learning and deep learning primitives in mathematical libraries.
- Profile distributed deep learning models to identify performance bottlenecks and propose cross-component solutions.
- Optimize code for various computing hardware backends.
Requirements
- Master's degree or Ph.D. in Computer Science, Artificial ligence, Software Engineering, or related fields.
- Strong programming skills in modern C++ and Python.
- Foundational knowledge of Deep Learning theory with hands-on experience.
- Fluent English communication skills (both written and spoken).
- On-site presence required in Shanghai, China.
Nice to have
- Experience in performance optimization or high-efficiency kernel development.
- Practical experience with PyTorch, SGLang, or vLLM.
- Deep understanding of Large Language Model (LLM) structures.
Culture & Benefits
- Ample opportunities for career advancement and professional skill development.
- Culture that celebrates disciplined execution, creativity, and ambition.
- Strict adherence to ethical hiring practices and Responsible Business Alliance (RBA) compliance.
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