2 дня назад
AI Framework Software Engineer - vLLM
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Framework Software Engineer - vLLM (AI frameworks and distributed deep learning): Designing and optimizing vLLM and PyTorch frameworks for high-performance AI applications with an accent on distributed algorithms, model parallelism, and hardware-backend optimization. Focus on profiling distributed models, transforming neural-network computational graphs, developing machine-learning primitives, and integrating large-language-model inference advances.
Location: On-site in Shanghai, China
Company
AI engineering work focused on developing software frameworks and performance solutions for artificial intelligence products.
What you will do
- Design, develop, and optimize AI frameworks including vLLM and PyTorch.
- Implement distributed algorithms for model and data parallelism, including asynchronous data communication.
- Transform neural-network computational graphs and develop machine-learning primitives for mathematical libraries.
- Profile distributed deep-learning models, identify bottlenecks, and implement performance improvements across hardware backends.
- Collaborate with deep-learning researchers to integrate advances into AI frameworks.
- Contribute to open-source projects while following industry standards.
Requirements
- Master’s degree in Computer Science, or a bachelor’s degree with at least two years of relevant experience.
- Proficiency in Python and C++.
- Foundational knowledge of vLLM, PyTorch, and deep-learning concepts.
- Ability to debug and optimize software performance.
- Effective written and spoken English is required.
- On-site presence in Shanghai, China is required.
Nice to have
- Experience with performance-optimization technologies and techniques.
- Experience with large language models and inference stacks.
- Open-source contribution or collaboration experience.
- Familiarity with GPU architecture and concepts.
- Strong problem-solving and technical analysis skills.
Culture & Benefits
- Full-time college graduate position.
- Work is performed on-site under Shift 1 in China.
- Collaboration with AI researchers and engineers on open-source and industry-standard solutions.
- No recruitment, medical examination, or other hiring fees are charged.
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