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Open nowPosted 1046 days ago

AI推荐策略产品经理 - 抖音UGC

ByteDance19,198 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen nowAI推荐策略产品经理 - 抖音UGCByteDance · Shanghai, Chinese Mainland
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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 1046 days ago

ByteDance median: 2 days open

The posting

团队介绍:我们为抖音UGC的交流活跃与氛围负责,通过激发用户分享其兴趣爱好、衣食住行真实生活,逐渐构建真诚互动、具有一定利他性的UGC内容生态。团队组成多元, 有成员通过敏锐的用户洞察做产品创新,有成员凭借对内容风向的前瞻判断造圈层趋势,有成员在字节跳动丰富的大模型资源之上推动策略创新。欢迎大家与我们一起,以内容和兴趣连接人与人,建设抖音的竞争优势与壁垒。

1、推动大模型能力在UGC内容分发场景的策略化落地,基于LLM内容理解、多模态理解、Embedding表征、向量检索、RAG等技术,提升内容语义理解、意图识别、兴趣泛化和个性化分发效果; 2、深入参与推荐/搜索分发链路建设,围绕内容理解、召回、排序、供给调节、冷启动和长尾分发等关键环节,结合消费历史、内容标签、语义向量等信号,构建千人千面的内容分发策略; 3、建设内容生态健康、分发效果和体验评估体系,识别低质内容、兴趣窄化、搜索满足度不足、优质供给分发不充分等关键问题,并通过策略迭代推动平台内容生态长期增长; 4、与算法、数据、内容生态、垂类运营等团队紧密协作,完成从策略洞察、方案设计、实验验证到规模化上线的业务闭环。

1、本科及以上学历,3年以上推荐/搜索/内容分发策略、AI策略产品或内容平台相关经验优先; 2、具备扎实的数据分析和策略抽象能力,熟练使用SQL,能够通过数据定位问题、定义指标、验证策略收益; 3、对大模型方向有系统性了解,理解LLM、RAG、Embedding、向量检索、多模态理解、Prompt Engineering、模型评估等技术原理及应用方式,参与过相关项目者优先; 4、理解推荐/搜索基础机制,对内容理解、意图识别、召回链路、排序策略、个性化分发、生态治理等方向有实践经验者优先; 5、逻辑清晰,具备较强负责人意识、跨团队协作能力和业务推动力,能够在复杂业务环境中独立完成规划拆解和结果交付。

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