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Open nowPosted 1437 days ago

算法工程师-搜索

ByteDance19,207 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now算法工程师-搜索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 1437 days ago

ByteDance median: 2 days open

The posting

1、探索结构化数据检索天花板,落地在抖音、今日头条、豆包等结构化数据检索场景,不断提升各大搜索场景的用户体验; 2、深入研究LLM的预训练、后训练等前沿技术,并利用数据合成、数据飞轮等技术提升模型的泛化性能; 3、持续跟踪生成式搜索、端到端强化学习的技术动态,并将其应用于业务场景中,推动技术落地; 4、改进基于机器学习系统的检索系统,覆盖召回、排序、UI呈现等全链路,激进落地Text2SQL、生成式UI等核心算法模型的效果提升。

1、熟悉机器学习、自然语言处理、数据挖掘等相关知识,有搜索推荐、广告、内容分析理解等方面经验者优先; 2、有LLM预训练、SFT、RLHF、数据构建等方面经验者优先; 3、具备优秀的编码能力,扎实的数据结构和算法功底,掌握C++/GO/Python等一项或多项编程语言,有TensorFlow/PyTorch等深度学习框架相关经验; 4、对技术有追求,跟进前沿的相关技术并应用;有ACL/EMNLP/SIGIR/KDD/CIKM等相关顶会论文优先; 5、乐于分享,良好的沟通表达能力和团队精神。

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