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Open nowPosted 452 days ago

多模态内容理解算法专家-抖音直播（深圳/北京）

ByteDance19,210 open roles

Where
Shenzhen, Guangdong, Chinese Mainland
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Your applicationOpen now多模态内容理解算法专家-抖音直播（深圳/北京）ByteDance · Shenzhen, Guangdong, Chinese Mainland

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The clock on this job

Early applications get read.

12.1% 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. 4.5%3 days
  3. 12.1%7 days
  4. 19.1%14 days
  5. 35.6%30 days
  6. 52.7%60 days
This job: posted 452 days ago

ByteDance median: 2 days open

The posting

1、负责抖音直播实时互动相关的多模态内容理解工作，打造业界领先的多模态内容理解大模型； 2、基于CNN、VLM等技术推进模型训练、微调、评测及高效部署，推动模型在下游业务上的应用，包括并不限于多模态对话、多模态互动内容生成、Caption文本生成等，助力业务规模应用落地； 3、规划实现并优化海量多模态数据的预处理、清洗、标注、特征提取及高效融合方法。

1、本科及以上学历，计算机相关专业； 2、在计算机视觉/多模态某领域有深入的研究或项目经验，在顶级学术会议有论文发表者或获得竞赛优胜者优先； 3、熟悉多模态大模型（VLM）、大语言模型（LLM）、RL相关的算法技术，熟悉大模型相关的数据构造方法、Post Training算法，对多模态数据处理具备优秀的独立开发与调试能力； 4、有模型训练、压缩、蒸馏、微调等经验，熟悉Megatron、Deepspeed等框架者优先； 5、对视觉CoT有研究经验者优先，对类GPT-4o实时对话的多模态流式计算有落地经验者优先； 6、优秀的分析和解决问题的能力，对解决具有挑战性的问题充满激情，良好的沟通和团队合作能力。

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