英伟达AI Infrastructure Software Engineer — CosmosLab
社招全职地点:北京 | 上海 | 深圳状态:招聘
工作描述
任职要求 • 5+ years developing software infrastructure for large-scale AI or distributed systems. • Bachelor's degree or higher in Computer Science or a related technical field (or equivalent experience). • Strong debugging and triage skills across the stack — from AI application down to GPU/hardware behavior. • Proven track record building and scaling large-scale distributed systems, ideally distributed training or inference. • Hands-on experience with AI training and/or inference infrastructure — RL/post-training, training frameworks, or inference serving. • Proficiency in Python (plus scripting), and solid software engineering practices: testing, defensive programming, version control, and CI. • Excellent communication and collaboration skills; intellectual curiosity, problem-solving, and willingness. Ways to stand out from the crowd: • Experience building RL / post-training infrastructure — PPO/GRPO/DPO pipelines, rollout engines, and asynchronous RL. • Background with building large-scale, production-grade pre-training / SFT infrastructure. • Experience integrating simulation / robotics environments into…
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包括英文材料
CI+
https://www.ibm.com/cn-zh/think/topics/continuous-integration
持续集成 (CI) 是一种软件开发实践,开发人员在整个开发周期中会定期将新的代码和代码变更集成到中央代码存储库中。它是 DevOps 和敏捷方法的关键组成部分。
https://www.youtube.com/watch?v=42UP1fxi2SY
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文,免费,零起点,完整示例,基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
SFT+
https://cameronrwolfe.substack.com/p/understanding-and-using-supervised
Understanding how SFT works from the idea to a working implementation...
开发框架+
[英文] Understanding Modern Development Frameworks: A Guide for Developers and Technical Decision-makers
https://www.freecodecamp.org/news/understanding-modern-development-frameworks-guide-for-devs/
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