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Open nowPosted 1065 days ago

智能审核(大模型)算法工程师-国际电商

ByteDance19,208 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now智能审核(大模型)算法工程师-国际电商ByteDance · Shanghai, 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 1065 days ago

ByteDance median: 2 days open

The posting

团队介绍:Data-电商-平台治理算法团队,通过优化算法,和业务产运配合,对字节跳动旗下电商产品进行全方位的质量和生态治理,既包括风险、违规和低质问题的打击,也包括健康电商生态的建设和优化,最大程度优化平台治理的效果,同时提升治理的效率。

职位描述: 1、深入理解电商治理业务,通过优化算法,持续提升商家/商品/视频/直播/IPR治理等各个场景的人审提效和用户体验,探索基于大模型、多模态模型建立「知道拒绝并且知道为何拒绝 」的业内最先进的智能审核系统; 2、负责大模型、多模态在电商域的数据建设、基座增强、指令微调、偏好对齐、CoT和PEFT等工作,面向电商域做极致效果优化; 3、负责大模型、多模态模型解决长文本、长时序、少样本、违规素材提示、policy推荐等审核应用问题; 4、研发电商NLP大模型、电商图文或者视频多模态大模型,面向电商场景,持续优化多语言多场景多任务多模态的算法效果。

1、计算机或相关专业,本科及以上学历; 2、具备扎实的代码功底、数据结构和基础算法功底; 3、熟悉NLP、CV、多模态中的1-2个领域,熟悉大模型训练、RL算法者优先; 4、优秀的分析和解决问题的能力,能深入解决大模型训练和应用存在的问题; 5、具备良好的团队合作精神,较强的沟通能力,一起探索和推进新技术落地; 6、有大模型落地、内容安全等经验者优先。

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