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Open nowPosted 91 days ago

算法开发工程师(搜索) - 抖音研发

ByteDance19,260 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now算法开发工程师(搜索) - 抖音研发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 27 days.

Share of postings closed within
  1. 2.0%1 day
  2. 4.2%3 days
  3. 11.3%7 days
  4. 17.5%14 days
  5. 34.2%30 days
  6. 43.5%60 days
This job: posted 91 days ago

ByteDance median: 27 days open

The posting

团队介绍:抖音研发部门负责多款大型产品的研发,包括但不限于抖音、西瓜视频、汽水音乐。 加入我们,你将有机会参与亿级用户场景的开发与架构工作,使用前沿的技术助力业务一起不断成长。

1、深度参与字节跳动垂类搜索以及AI搜索中台的各个环节,利用模型算法提升用户体验;包括但不限于:查询规划(Query planner)、语义匹配、相关性计算、离线数据处理等; 2、利用大模型对数据知识做结构化提取、融合和增强,并研究和探索先进的chunk、graph构建等技术的落地应用; 3、升级迭代数据检索技术包括Agentic search、Graph RAG、生成式检索等,提升大模型场景下的数据检索天花板;利用自动化评估、标注、数据飞轮等技术,不断提升基础模型的迭代效率和泛化能力; 4、深入洞察业务数据,分析潜在的问题并提出策略提升方向,不断提升迭代模型效果,促进业务效果提升; 5、打磨算法通用性,平台化输出算法模型效果,提升产品上线效率。

1、2027届获得本科及以上学历,计算机、软件工程等相关专业优先; 2、熟悉机器学习、自然语言处理、数据挖掘、大模型等相关知识,有大模型SFT/RL应用、search Agent、RAG等经验者优先; 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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