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Open nowPosted 289 days ago

抖音生态治理策略(大模型方向)运营-抖音

ByteDance19,268 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now抖音生态治理策略(大模型方向)运营-抖音ByteDance · Beijing, Chinese Mainland
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The clock on this job

Early applications get read.

11.9% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 9 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.4%3 days
  3. 11.9%7 days
  4. 18.6%14 days
  5. 35.6%30 days
  6. 45.1%60 days
This job: posted 289 days ago

ByteDance median: 9 days open

The posting

1、基于Multi-Agent体系搭建与优化,优化抖音短视频生态流量分配机制,通过学习与复用人类治理经验,让智能体持续落地解决各类内容生态治理实际问题; 2、建设并迭代生态治理知识库、样本库,搭建生态大模型评测体系,定位智能体现存问题,完成根因分析并推动模型持续优化; 3、探索Agent自动化标注与评估全流程,包括但不限于通过提示词工程(PE)优化、搭建智能体与Workflow实现自动化标注,使用Python开展应用效果评估等; 4、深度挖掘内容生态治理业务痛点,将问题定义、违规内容召回识别、严重度与量级分析、归因复盘等需求,抽象为可落地的Agent任务与运营方案,并推动上线验证与效果迭代。

1、本科及以上学历,2–5年大语言模型(LLM)应用运营、内容治理、平台生态风控等相关工作经验; 2、熟悉内容生态运作机制,深刻理解平台风险类型与治理逻辑,具备清晰的平台合规与生态导向判断力,有完整内容生态治理项目经验者优先; 3、掌握大模型应用迭代方法论,具备扎实提示词工程能力(结构化表达、模板化设计、版本管理、回归测试),有内容分析、风险识别、违规治理场景落地经验者优先; 4、深入理解多智能体(Multi-Agent)系统、任务拆解、自动化规划、强化学习、提示词工程、上下文工程等一项或多项技术方向,有AI Agent相关落地项目经验者优先; 5、熟练使用主流数据分析工具,能够独立使用Python或借助AI工具编写代码,辅助完成Agent搭建、评估与流程自动化。

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