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Open nowPosted 32 days ago

世界生成互动创作Agent算法实习生 - 剪映CapCut

ByteDance19,258 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now世界生成互动创作Agent算法实习生 - 剪映CapCutByteDance · Beijing, 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 23 days.

Share of postings closed within
  1. 2.0%1 day
  2. 4.3%3 days
  3. 11.3%7 days
  4. 17.6%14 days
  5. 34.3%30 days
  6. 43.5%60 days
This job: posted 32 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。

日常实习:面向全体在校生,为符合岗位要求的同学提供为期3个月及以上的项目实践机会。

1、负责互动视频/游戏相关AI算法的研发与落地应用,聚焦AIGC基础模型在互动视频/游戏场景的适配与创新,包括世界生成、剧情分支智能推进、用户与系统的互动行为实现等; 2、高质量互动影游相关数据挖掘、清洗与对齐,探索游戏剧情、角色动作、玩家交互等多维度数据的自动合成方法,结合Self-Instruct等技术优化数据质量,支撑模型训练; 3、全模态大模型(文本、图像、语音)的Post-training算法研究,探索多模态感知与交互能力在互动影游场景的边界,实现剧情、角色、玩家行为的精准匹配与响应; 4、结合LongCoT/RL等技术实现互动影游AI Agent的全链路自主探索学习,探索Agent与游戏剧情推进、玩家交互目标深度融合的学习方式,提升游戏交互的自主性与趣味性; 5、结合互动影游业务场景,将AI算法技术转化为线上产品功能,赋能游戏研发、剧情生成、玩家交互等环节,服务广大互动影游创作者与玩家。

1、本科及以上学历在读,计算机/软件工程/人工智能等相关专业优先; 2、在计算机视觉、机器学习算法方向一个或多个细分领域有研究/实践经验,包括但不限于以下方向: 1)多模态生成与交互理解:如文本To图像/视频/3D生成和编辑,以及其他相关的多模态经验; 2)有强化学习结合大模型落地游戏场景的经验,有剧情智能生成、虚拟角色交互、游戏AI逻辑设计等相关经验优先; 3)熟悉扩散模型、GAN、Transformer等生成式模型,具备将生成模型应用于业务场景的实践能力; 4)具备模型训练经验,熟悉AIGC、LLM、RLHF等技术; 3、动手能力强,具有熟练的算法设计和编程能力,熟悉C/C++和Python编程,掌握TensorFlow、PyTorch等深度学习框架; 4、工作积极主动,能与团队融洽合作相处,同时能够独立完成研究工作; 5、每周出勤至少4天,可实习4个月以上。

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