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Open nowPosted 514 days ago

多模态算法工程师-抖音评论

ByteDance19,210 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now多模态算法工程师-抖音评论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 514 days ago

ByteDance median: 2 days open

The posting

1、负责抖音系产品中视频、直播、图文等不同体裁下评论(文评、图评、音评等)、弹幕等互动内容的安全、体验、增长、创新工作; 2、面向互动内容中存在的对抗表达、隐晦表达、知识依赖等语义挑战,时序性、多模态、交互性等结构挑战,研发大模型驱动的机审系统,提升互动内容的安全、画风、生态的治理能力,有效降低互动内容的潜在风险; 3、分析和挖掘互动内容中蕴含的用户真实意图,探索基于大模型增强的统一内容理解技术,优化排序和分发策略以调控互动体验,提升平台口碑与用户粘性,支持在推荐、搜索、推送、广告、精选等场景中的应用; 4、探索技术驱动的创新互动内容产品形态,如智能总结、主播助理等,促进互动效率提升与用户增长; 5、基础技术方面持续探索LLM/MLLM等通用大模型在内容安全和理解领域的适配,从Pre-Train、Post-Train(SFT、RL)等方面优化,增强模型的感知和推理能力;同时探索围绕大模型相关的应用技术能力,如Auto-prompt Engineering、Embedding、Incontext learning、RAG等。

1、具有扎实的人工智能方面的基础知识,对CV、VLM、MLLM等技术有深入的理解,数学功底扎实,学习能力强; 2、有扎实的编码能力,熟悉主流的深度学习训练框架、工程框架等; 3、在CV、VLM、MLLM领域有成熟的项目落地经验,在短视频、图文、直播算法领域有经验者优先; 4、在计算机科学高水平会议和期刊如NIPS、ICML、CVPR、ICCV、ECCV、IJCAI、AAAI、KDD、SIGIR、WWW、ACL、PAMI、IJCV等论文发表或有竞赛经验者优先; 5、具有独立的分析问题和解决问题的能力,对解决具有挑战性问题充满激情;对技术有热情,追求极致,自驱力强;有良好的团队合作意识、沟通表达能力。

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