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Open nowPosted 83 days ago

下一代内容分发与生态推荐技术 - TikTok算法

ByteDance19,260 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now下一代内容分发与生态推荐技术 - TikTok算法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. 4.3%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 83 days ago

ByteDance median: 27 days open

The posting

团队介绍:TikTok搜推算法团队,负责TikTok短视频产品的基础推荐、搜索算法,加入我们,你能接触到包括搜索、用户增长、社交、直播、内容创造、内容消费等核心业务场景,直接为核心用户体验负责,支持产品在全球赛道上高速发展。我们的工作内容包括大规模推荐算法的优化、复杂约束的优化问题的解决、多模态大模型的落地,并着力研究下一代AI Search和Chatbot的核心研发技术,包括不限于Multi-Agent、Agentic RL、Harness、Loop Engineering,探索强化学习在大模型时代的新范式。在这里,你可以深入钻研机器学习算法的改进和优化,探索前沿的技术;可以感受不同文化的碰撞,激发认知;可以通过对产品和内容生态的深度分析,影响产品未来的发展方向。

1、开展国际化短视频业务推荐算法相关工作,深入理解不同市场、用户和内容生态下的推荐问题,参与制定并推进长短期业务目标; 2、探索并应用前沿算法,在解决具体问题的同时形成完整系统的方法论,从推荐系统整体长期生态视角来分析和解决问题; 3、研究方向包含且不局限于机器学习、强化学习、多模态&大模型与推荐结合、生成式推荐、因果推断、序列建模、稀疏学习、图神经网络等,善于结合业务的实际问题做好技术的探索和研究; 4、参与并推动组内及跨部门重点项目合作,帮助团队提升技术影响力,支持新人成长。

1、2027届获得硕士及以上学位,计算机等相关专业优先; 2、具备优秀的编码能力,扎实的数据结构和算法功底; 3、优秀的分析问题和解决问题的能力,对解决具有挑战性问题充满激情; 4、对技术有热情,有良好的沟通表达能力和团队精神; 5、熟悉机器学习、自然语言处理、数据挖掘中一项或多项,对推荐系统、计算广告、搜索引擎相关领域有经验者优先。

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