ByteDance
Posted 7mo ago

算法实习生-剪映

ByteDance
Shenzhen, Guangdong, China
OnsiteIntern
Responsibilities
  • improving recommendations
  • analyzing data
  • researching models
Requirements
  • Enrolled bachelor or above (class of 2027)
  • Strong coding (C++
  • Python), Linux
  • Solid algorithms and ML fundamentals
  • Interest in recommender systems
  • Multimodal large models, and AIGC
Technical tools mentioned
C++PythonLinux

Job description

ByteIntern:面向2027届毕业生(2026年9月-2027年8月期间毕业),为符合岗位要求的同学提供转正机会。
团队介绍:负责剪映CapCut、醒图Hypic、即梦Dreamina以及小云雀Pippit等创作工具的算法和数据相关,具体包括各产品的用户增长、内容分发与生态、商业化以及AI创作等,同时也会做深入的技术探索赋能业务,如LRM\GR\LLM4rec以及AIGC等相关研究。

1、利用机器学习技术,改进剪映系产品推荐、广告系统,优化用户使用体验;
2、分析基础数据,挖掘用户兴趣,增强推荐、广告系统的预测能力;
3、分析用户商业意图,挖掘流量潜在商业价值,提升流量变现;
4、研究业界SOTA的多模态大模型,训练应用于剪辑与图像编辑的基座模型;探索个性化在多模态视频生成中的应用;
6、和产品、运营团队紧密合作,通过对产品和用户的深入理解和分析,制定算法策略促进产品生态的长期繁荣发展。

1、2027届本科及以上学历在读,计算机、机器学习和模式识别相关专业优先;
2、热爱计算机科学和互联网技术,对人工智能类产品有浓厚兴趣;
3、具备优秀的编码能力,熟悉Linux开发环境,熟悉C++和Python语言优先;
4、有扎实的数据结构和算法功底,熟悉机器学习、自然语言处理、数据挖掘、分布式计算、计算机视觉、计算机图形、语音识别与合成中一项或多项;
5、对推荐系统、计算广告、搜索引擎、LLM&多模态大模型、图像和视频分析处理相关技术有经验者优先;
6、优秀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。

About ByteDance

Developing AI-driven content platforms and mobile applications.

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