# 元宝-LLM大模型推理工程师

External opening: you cannot apply through AI Native Match; apply on the official site.

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- Company: 腾讯 (Listed company)
- Locations: 深圳
- Role: Engineering
- Apply on the official site: https://careers.tencent.com/jobdesc.html?postId=2055195929673383936

## Role description from source

1.负责开发和优化大模型推理框架；
2.主要通过GPU、CUDA性能优化的手段，结合线上实际情况，优化高性能LLM推理引擎；
3.负责大模型训练和推理前瞻性技术架构的调研和引入，技术方案不限于子图匹配、编译优化、模型量化等。
职位要求
1.本科及以上学历，计算机/电子/自动化/软件等相关专业，有AI工程优化经验的优先；
2.熟练GPU的高性能计算优化技术，深入理解计算机体系结构，熟悉并行计算优化、访存优化，低比特计算等；
3.具备丰富的基于CUDA的GPU性能优化经验；
4.了解深度学习算法基本原理，熟悉神经网络基本架构和各算子计算方式，了解至少一种深度学习训练框架及其模型文件的解析，如PyTorch、TensorFlow；
5.熟悉TensorRT-LLM、vLLM等，了解主流LLM模型，有LLM模型加速优化经验者优先。
工作年限（官方顶部字段）
两年以上工作经验

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opening_id: e5ec2edf-c149-41f4-94e4-c846ab3ff7c7

`anm openings save --id e5ec2edf-c149-41f4-94e4-c846ab3ff7c7`