2 дня назад
AI Framework Software Engineer – SGlang & Kernels
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Framework Software Engineer – SGlang & Kernels (AI frameworks and distributed deep learning): Building and optimizing AI framework software, distributed algorithms, and machine learning primitives with an accent on SGLang, modern C++, Python, and hardware performance. Focus on profiling distributed models, developing high-efficiency kernels, optimizing computing backends, and contributing to upstream projects.
Location: On-site in Shanghai, China
Company
develops technology products and software platforms for online grocery commerce.
What you will do
- Design, develop, and optimize AI framework software, including SGLang.
- Implement distributed algorithms such as model and data parallelism, parameter servers, and asynchronous data communication.
- Transform neural-network computational graphs and develop machine-learning and deep-learning primitives in mathematical libraries.
- Profile distributed deep-learning models, identify performance bottlenecks, and propose cross-team solutions.
- Optimize code for different computing hardware backends and contribute to public upstream projects.
- Collaborate with machine-learning and deep-learning researchers.
Requirements
- Master’s degree or Ph.D. in Computer Science, Artificial Intelligence, Software Engineering, or a related field.
- Strong programming skills in modern C++ and Python.
- Knowledge of deep-learning theory and hands-on experience.
- Fluent English communication skills in both written and spoken forms.
- Problem-solving mindset and a positive approach.
Nice to have
- Performance optimization or high-efficiency kernel development experience.
- Experience with PyTorch, SGLang, or vLLM.
- Experience with LLMs and a deep understanding of model structures.
Culture & Benefits
- Full-time employment.
- On-site work model with Shift 1 China scheduling.
- Commitment to responsible business practices and ethical hiring.
- No recruitment, medical examination, or other hiring fees are charged to candidates.
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