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Open nowPosted 83 days ago

多模态理解生成算法工程师 - 剪映CapCut

ByteDance19,258 open roles

Where
Shenzhen, Guangdong, Chinese Mainland
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Your applicationOpen now多模态理解生成算法工程师 - 剪映CapCutByteDance · Shenzhen, Guangdong, Chinese Mainland
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The clock on this job

Early applications get read.

11.4% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 23 days.

Share of postings closed within
  1. 2.0%1 day
  2. 4.2%3 days
  3. 11.4%7 days
  4. 17.5%14 days
  5. 34.2%30 days
  6. 43.5%60 days
This job: posted 83 days ago

ByteDance median: 23 days open

The posting

团队介绍:剪映研发团队,主要支持剪映、CapCut、醒图、Hypic、即梦、Dreamina、小云雀、Pippit等多款国内外产品的研发工作,业务覆盖多元化影像创作场景,并孵化了多款AIGC明星产品,相关产品多次登顶国内外App Store 免费应用榜第一,并继续保持高速增长。加入我们,一起打造全球最受用户欢迎的影像创作和GenAI产品。

1、负责剪映、醒图等产品在多模态理解与生成方向的算法研发,覆盖图像生成编辑、视觉理解、视频生成编辑等重点场景,推动能力建设与业务落地; 2、参与多模态模型、生成模型在真实业务中的全流程研发,包括数据构建、模型设计、训练优化、效果评测及线上部署,不断提升生成质量和使用体验; 3、持续探索模型架构、微调、小样本训练、Prompt工程、RL对齐、蒸馏与推理加速等关键方向,推动前沿技术在产品中的应用与转化。

1、2027届获得硕士及以上学位,人工智能、计算机科学、数学等相关专业优先; 2、 1)具备扎实的编程能力,熟练使用Python或C++,熟悉PyTorch、TensorFlow等深度学习框架; 2)在计算机视觉、自然语言处理、多模态学习、生成模型等方向具备较好的理论基础和项目经验; 3)熟悉主流多模态模型和生成模型方法,包括但不限于VLM、Diffusion Models、DiT、AIGC相关技术,有预训练验设计和效果优化能力、微调或推理优化经验者优先; 3、 1)在ACL、CVPR、ICCV、NeurIPS、KDD、SIGIR等顶会发表过相关论文; 2)有AI图像生成、人像美化、视频生成编辑、广告创意生成或模型蒸馏加速等相关项目经验; 3)热爱图像视频编辑剪辑或影像创作,对常用图像视频编辑或设计工具有实际使用经验。

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