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Open nowPosted 10 days ago

多模态算法实习生 - 番茄小说/红果短剧/番茄畅听

ByteDance19,260 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now多模态算法实习生 - 番茄小说/红果短剧/番茄畅听ByteDance · 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 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 10 days ago

ByteDance median: 27 days open

The posting

团队介绍:番茄小说 - 是抖音集团在 2019 年推出的免费阅读产品,致力于为读者提供优质的阅读体验。番茄小说拥有海量正版小说,涵盖言情、都市、玄幻、悬疑等主流网文类型,以及大量热剧原著和经典出版物,支持用户看书、听书。 番茄畅听 - 于2020年6月推出,是抖音集团旗下的免费音频产品,致力于为用户提供优质的音频体验。番茄畅听拥有海量的正版免费真人有声音频,音频类型丰富多样,包括有声书、评书相声、历史人文、学习成长等。 红果短剧 - 是抖音集团2023年推出的免费看剧产品,致力于为用户提供海量免费优质短剧,同时也为用户提供电影、电视剧、小说、有声书等多元内容,满足不同用户的内容消费需求。

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、跟踪多模态生成等前沿方向的最新进展,深度调研网文、短剧创作与视频生成领域的不同AIGC创作路径,覆盖文生视频/图生视频、可控生成、角色一致性与视频风格化等方向; 2、结合国际化市场多语言、多文化的内容场景,评估前沿技术在真实业务中的落地价值,输出高质量调研报告与技术选型建议,为业务出海与内容创作提供技术决策输入; 3、参与剧本生成、视频创作与配音等全流程AI自动化产线的设计与优化,包括但不限于: 1)Agent设计与编排:基于LLM/MLLM构建创作智能体,设计任务规划、工具调用、多Agent协作与记忆机制,实现「剧本生成→分镜脚本→视频生成→配音合成」的串联自动化; 2)数据处理:负责训练数据的采集、清洗、标注、质量评估与合成数据扩增,沉淀高价值数据资产,构建可持续迭代的数据飞轮; 3)模型训练与评估:参与模型选型、微调(SFT/DPO/LoRA等)、多模态对齐与效果调优,搭建自动化指标与人工评测相结合的效果评估体系,持续迭代模型与生产流程; 4、与数据、产品、工程等团队紧密配合,推进从数据、模型到上线的全链路闭环,保障技术方案在真实场景中稳定落地; 5、沉淀可复用的通用能力与技术资产(如数据管线、基础模型与工具链),推动成果跨业务复用; 6、撰写技术报告或学术论文,推动成果对外发布与顶会投稿。

1、硕士及以上学位在读,计算机、数学、统计学、人工智能等相关专业; 2、可实习6个月以上,博士学位或相关领域有突出成果者优先,精通模型算法原理,具备扎实的深度学习理论基础,熟练掌握Python编程,熟悉PyTorch等主流深度学习框架; 3、对AI充满热情,具备良好的沟通能力、分析与解决问题能力、创新意识,能够快速学习和掌握新技术,敢于突破传统思维,自驱力强,能主动探索并实现核心算法。

加分项: 1、具备多模态理解与生成、AI短剧创作、视频风格化等相关实习/项目/顶会论文经验; 2、有AIGC作品集(如AI短剧、AI视频、风格化Demo)者优先。

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