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Open nowPosted 71 days ago

多模态应用算法工程师(即梦AI) - 剪映CapCut

ByteDance19,260 open roles

Where
Shenzhen, Guangdong, Chinese Mainland
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Your applicationOpen now多模态应用算法工程师(即梦AI) - 剪映CapCutByteDance · Shenzhen, Guangdong, Chinese Mainland
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The clock on this job

Early applications get read.

11.3% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 27 days.

Share of postings closed within
  1. 2.0%1 day
  2. 4.3%3 days
  3. 11.3%7 days
  4. 17.5%14 days
  5. 34.2%30 days
  6. 43.5%60 days
This job: posted 71 days ago

ByteDance median: 27 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、参与即梦多模态理解与生成算法研发,围绕图文与视频理解、时序建模、跨模态对齐、图像视频生成与编辑等方向开展技术迭代; 2、提升模型对复杂创作意图、主体关系、场景语义和视频时序的理解能力,优化生成内容的语义匹配、主体一致性、画面质量与时序连贯性; 3、参与多模态模型的数据构建、训练优化和评测体系建设,探索SFT、DPO、GRPO、模型蒸馏等技术,建立数据驱动的模型迭代闭环; 4、跟进多模态理解与生成领域的前沿进展,参与模型训练、离线评测、推理优化、线上部署与效果分析的完整链路。

1、2027届获得本科及以上学历,计算机、人工智能、电子、自动化、数学等相关专业优先; 2、具备扎实的机器学习、深度学习和编程基础,熟练掌握Python和PyTorch; 3、熟悉多模态大模型或生成式模型,在图像视频理解、图像视频生成与编辑任一方向具有研究或项目经验; 4、具备良好的实验分析、工程实践和快速学习能力,对多模态内容创作有持续热情。

加分项 1、熟悉视觉编码、跨模态融合、时序建模、DiT、自回归生成或模型后训练等技术; 2、在多模态理解与生成方向发表过高水平论文,或具有高质量开源项目、算法竞赛及大规模模型训练经验。

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