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Open nowPosted 237 days ago

搜索广告推荐架构系统实习生-Data-抖音/直播/电商/剪映

ByteDance19,258 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now搜索广告推荐架构系统实习生-Data-抖音/直播/电商/剪映ByteDance · Beijing, Chinese Mainland
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The clock on this job

Early applications get read.

11.3% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 23 days.

Share of postings closed within
  1. 2.0%1 day
  2. 4.2%3 days
  3. 11.3%7 days
  4. 17.6%14 days
  5. 34.3%30 days
  6. 43.5%60 days
This job: posted 237 days ago

ByteDance median: 23 days open

The posting

ByteIntern:面向2027届毕业生(2026年9月-2027年8月期间毕业),为符合岗位要求的同学提供转正机会。 团队介绍:推荐架构团队支撑字节跳动旗下多款APP产品,如抖音、今日头条、番茄小说、西瓜视频、剪映等推荐系统架构的设计和开发,保障系统的稳定和高可用,致力于抽象系统通用组件和服务,建设推荐中台、数据中台;关于在线服务,在这里你有机会参与大规模机器学习在线预估框架的研发与优化,也有机会参与模型训练与调度等相关问题的研究与突破,解决系统瓶颈,降低成本开销;如你对大数据感兴趣,在这里也有机会参与通用实时计算系统的开发、构建统一的推荐特征中台,为推荐业务实现先进的消重、计数、特征服务等;我们期待热爱技术的你加入,一起创造更多可能。

1、针对字节跳动旗下相关产品的精粗排、召回等模型场景,提供高效、稳定且高性能的模型工程统一解决方案; 2、通过极致的软硬件结合方案,优化在线推理和离线训练性能,助力复杂网络结构落地; 3、基于业界前沿的训练和推理范式,探索异构加速卡、多机多卡并行、分级存储等优化技术; 4、致力于从样本、特征、推理、训练端到端视角,突破现有算力限制,提升全链路漏斗效率; 5、与推荐算法同学紧密合作,Co-Design的方式打破工程与算法边界,加速抖音业务发展。

1、2027届本科及以上学历在读; 2、熟悉至少一种主流的机器学习框架(PyTorch/TensorFlow),熟悉CUDA/Triton等异构编程、算法的并行化改造,对GPU加速卡、RDMA通信等有基本了解; 3、熟悉XLA、Torch Compile、MLIR、LLVM等为加分项;优秀的代码能力、数据结构和基础算法功底,熟练C/C++或Python,ACM/ICPC、NOI/IOI等比赛获奖者优先; 4、掌握分布式系统原理,参与过大规模分布式系统的设计、开发和维护; 5、有强烈的工作责任心,对解决具有挑战性问题充满激情,较好的学习能力、沟通能力和自驱力; 6、良好的沟通协作能力,能和团队一起探索新技术,推进技术进步。

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