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Open nowPosted 514 days ago

性能优化工程师(AI计算方向)-基础库与工具链

ByteDance19,198 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now性能优化工程师(AI计算方向)-基础库与工具链ByteDance · Beijing, Chinese Mainland
  1. YouYes, apply to this one.

  2. CV RocketCV written for this posting.

  3. 25 readersRecruiter, hiring manager, skeptic. Round after round.

  4. CV RocketApplied on ByteDance's own form.

The reply lands in your private mailbox

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The clock on this job

Early applications get read.

11.8% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 2 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.4%3 days
  3. 11.8%7 days
  4. 18.6%14 days
  5. 35.6%30 days
  6. 45.1%60 days
This job: posted 514 days ago

ByteDance median: 2 days open

The posting

1、观测和分析在离线推理和训练场景的业务特点,例如软件热点,硬件瓶颈等,提出优化方案; 2、利用通用CPU(如ARM、X86、RISC-V等)、GPU、AI加速器架构特点、结合编译/操作系统/高性能库等底层软件技术,联合业务团队,极致优化指定业务性能; 3、导入异构卡构建/编译方案,适配业务场景,并进行性能评估。

1、了解计算机体系结构、操作系统原理、编译原理、计算机网络中的基本概念和原理; 2、任一场景,LLM/NLP/推荐/视觉/语音下的训练、推理部署优化相关实践经验; 3、熟悉一种AI模型训练或推理框架(PyTorch或者Tensorflow); 4、了解AI场景的模型/算子编译优化(例如Xla/Torch.Compile/Triton)优先; 5、有性能评估/预估,算子性能优化、AI计算软硬件协同设计相关实践经验者优先。

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