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大模型性能优化研发专家

Tencent Technology (Shenzhen) Co., Ltd.

上海Posted Oct 20, 2026
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Tencent Technology (Shenzhen) Co., Ltd.
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Skills named in this posting

  • CUDA
1.训推框架开发与优化：基于云平台和业界常见训推框架，开发加速方案，满足公有云客户对性能的极致需求； 2.应用优化：参与重点项目POC，分析性能瓶颈，快速定位和解决重点问题； 3.前沿技术探索：跟踪学术动态，将最新研究成果转化为框架功能，提升产品竞争力； 4.自研核心业务支持：参与腾讯内部核心业务相关训推框架的交付与迭代。 1.熟悉主流的大模型推理框架及其加速技术，如vLLM、SGlang、TensorRT-LLM等，熟练分析单机及分布式情况下的性能热点和优化手段； 2.熟悉主流的训练框架和分布式框架，包括Megatron-LM、DeepSpeed、verL、LLama-factory等，熟悉常见的分布式并行策略，了解显存、通信与计算相关性能瓶颈和优化手段； 3.熟悉自动驾驶相关算法者优先，例如BEVformer、MapTRV2、SparseDrive、FlashOCC、Pointpillars等，熟练分析自驾场景的性能瓶颈和优化方案； 4.熟悉CUDA编程、高性能计算优化（如算子融合、通信优化）者优先； 5.熟悉NCCL、MPI等集合通信算法者优先； 6.工程经验上具备大型项目架构设计能力，能独立解决性能调优、多节点调试等复杂问题； 7.具备良好的沟通能力与团队协作精神，有强烈的技术热情者优先。

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Original posting: careers.tencent.com

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RISC-V ecosystem

Tencent Technology (Shenzhen) Co., Ltd. in the RISC-V ecosystem

RISC-V International: Premier TSC

Tencent Holdings Ltd. is a Chinese multinational technology and entertainment conglomerate and holding company headquartered in Shenzhen.

  • Tencent joined RISC-V International as China pushed for open-instruction-set alternatives (widely reported)
  • Its TencentOS Tiny IoT operating system is used on RISC-V MCUs, e.g. tutorials pairing TencentOS Tiny with the GD32V RISC-V MCU
  • Also participates in Chinese RISC-V community events such as the RISC-V Forum in Shenzhen

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