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Open nowPosted 409 days ago

ETI

momenta/talent222 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen nowETImomenta/talent · Shanghai, Chinese Mainland
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  3. 25 readersRecruiter, hiring manager, skeptic. Round after round.

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The clock on this job

Early applications get read.

12.3% of postings close within 7 days. Measured by our own scanner across the market.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.3%7 days
  4. 19.3%14 days
  5. 35.6%30 days
  6. 57.8%60 days
This job: posted 409 days ago

The posting

1. 负责智能驾驶模型训练优化的研究和落地,通过数据并行,模型并行,通信优化,CUDA算子优化等,大幅提升模型的训练速度与效率。 2. 深入分析训练系统,定位和解决训练系统各个层次的性能瓶颈,不断提升训练效率,打造业界领先的训练系统,推进算法的高效迭代。

3. 工作3年以上,计算机/数学/物理/电子工程/自动控制专业硕士及以上学历。 4. 了解深度学习算法基本原理,熟悉CNN/Transformers等主流模型原理;具有AutoML/模型推理/训练优化或AI 相关大模型/重要项目经验者优先; 5. 优秀的代码能力,熟练掌握C/C++或Python/CUDA等编程语言。 6. 能够熟练使用至少一种主流的机器学习框架pytorch,熟悉各种模型/数据并行训练框架优先(deepspeed/megatron);有深度学习训练框架开发经验的加分。 7. 具备扎实的计算机科学功底和编程能力,熟悉计算机体系结构,有高性能计算/高并发开发/系统性能优化经验者优先。 8. 良好的团队协作能力;创新性强,有良好的动手实现能力,对技术有热情。

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