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Open nowPosted 84 days ago

广告算法工程师 - 端变现

ByteDance19,260 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now广告算法工程师 - 端变现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 84 days ago

ByteDance median: 27 days open

The posting

团队介绍:端变现团队是商业化能力的核心承载者之一,负责今日头条、番茄小说、西瓜视频、红果短剧等十数款明星产品的变现价值挖掘、技术体系搭建和业务增长助力,涵盖最丰富的内容体裁和变现场景。团队以“技术驱动商业价值,体验平衡增长效能”为理念,通过整合模型策略、工程技术与增长激励等多元能力,打通“流量-技术-转化-增长”全链路,为产品商业可持续性、用户体验优化及业务规模增长提供全方位支撑。

1、负责基于LLM生成式模型的设计与优化,探索生成式技术在用户兴趣建模、个性化推荐中的创新应用,提升推荐效果与用户体验; 2、探索LLM、Agent和RL SOTA核心技术在推荐系统各阶段(包括召回/粗排/精排/混排)模型的创新应用,实现模型高效Scaling Up,提升模型效果; 3、深入研究并应用多模态技术,融合文本、图像、视频等信息,提升对内容和用户意图的理解能力,为生成式推荐提供坚实的表征基础; 4、负责营销内容和推荐内容的混合排序,通过生成式、强化学习、Listwise建模等方式,提升全局业务价值; 5、从广告业务出发,负责长期价值建模、广告用户增长、用户体验策略等工作,促进各端的长期价值提升; 6、基于LLM和VLM实现用户需求挖掘,并结合post-train、多模态等技术能力,端到端构建大模型推荐内容生成能力。

1、2027届获得硕士及以上学位,计算机、人工智能、统计学、电子信息等相关专业; 2、优秀的分析问题和解决问题的能力,对解决有挑战的问题充满激情,良好的沟通表达和团队精神; 3、对人工智能领域前沿技术充满好奇心,熟悉深度学习、LMM、强化学习等相关技术的原理和应用; 4、熟悉至少一种主流深度学习模型训练框架(TF/PyTorch),具备优秀的编码能力,扎实的数据结构和算法功底; 5、有Agent相关技术或者经验。

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