视频算法工程师

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$2-2.1K[Monthly]
Remote1-3 Yrs ExpBachelorFull-time
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Remote Details

Open CountryWorldwide

Language RequirementsChinese

Job Description

我们是一家专注于视频内容生态的互联网平台,服务数千万用户,每天处理海量视频数据。通过智能推荐算法,为用户带来沉浸式观看体验,同时助力内容创作者成长。欢迎对推荐系统、多模态学习充满热情的你加入,一起打造行业领先的视频算法!

  • 负责视频推荐系统全链路算法研发与优化,包括召回、粗排、精排、重排等模块,持续提升用户完播率、互动率、留存时长等核心指标;
  • 挖掘用户行为特征与视频多模态内容(视觉、音频、文本),构建精准的用户画像和视频表征模型,实现个性化智能推荐;
  • 探索并落地前沿技术,如Transformer、图神经网络、多模态大模型、AIGC在视频推荐中的应用,推动算法创新;
  • 设计并执行AB实验,分析线上数据,诊断问题并快速迭代优化模型效果与系统性能;
  • 与产品、后端、数据团队紧密协作,推动算法从研究到高效线上落地的全流程。

Requirements

  • 计算机、人工智能、软件工程、数学等相关专业,本科及以上学历(硕士/博士优先);
  • 2年以上推荐系统或多媒体算法开发经验,有短视频/长视频平台实际项目经验者优先;
  • 扎实的机器学习/深度学习基础,熟练掌握Python,熟悉PyTorch或TensorFlow至少一种框架;
  • 熟悉大规模数据处理工具(如Spark、Flink)和分布式系统,有推荐系统工程落地经验加分;
  • 对视频内容理解(CV、音频处理、NLP)有一定了解,熟悉FFmpeg、OpenCV等工具者优先;
  • 具备良好的数据分析和AB实验设计能力,强烈的责任心与团队协作精神,能适应快节奏的工作环境。
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Posted on 21 April 2026

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