ByteDance
Posted 1y ago

推荐中台产品实习生-Data-抖音/直播/电商/剪映

ByteDance
Beijing, Beijing, China
OnsiteIntern
Responsibilities
  • developing product
  • optimizing experience
  • writing documentation
Requirements
  • Enrolled bachelor\u0002s student (CS preferred)
  • Interest in AI/big data
  • Able to perform product research
  • Prototype design
  • Project follow-up, and documentation
  • Python and ML framework familiarity a plus
Technical tools mentioned
PythonTensorFlowPyTorchMXNet

Job description

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。
团队介绍:推荐架构团队支撑字节跳动旗下多款APP产品,如抖音、今日头条、番茄小说、西瓜视频、剪映等推荐系统架构的设计和开发,保障系统的稳定和高可用,致力于抽象系统通用组件和服务,建设推荐中台、数据中台;关于在线服务,在这里你有机会参与大规模机器学习在线预估框架的研发与优化,也有机会参与模型训练与调度等相关问题的研究与突破,解决系统瓶颈,降低成本开销;如你对大数据感兴趣,在这里也有机会参与通用实时计算系统的开发、构建统一的推荐特征中台,为推荐业务实现先进的消重、计数、特征服务等;我们期待热爱技术的你加入,一起创造更多可能。

1、参与字节跳动内部推荐系统中台的产品研发工作(包含推荐数据中心、特征中心和召回中心等产品),包括需求调研、市场分析、产品设计、跟进开发落地(项目管理)及内部业务推广,协调前后端+中台引擎的协作开发;
2、持续优化提升推荐中台的用户使用体验,针对用户反馈问题进行需求跟进、质量验收和业务交付;
3、参与中台产品的能力沉淀与文档建设,为业务提供清晰、易上手的产品使用引导。

1、本科及以上学历在读,计算机等相关专业优先;
2、对中台类产品有热情,对AI、大数据有探索兴趣,有AI相关产品的观察分析;
3、能够在指导下完成功能需求调研、市场分析、用户调研、产品原型设计、效果评估、用户文档编写等工作;
4、有清晰的逻辑思维和表达能力,具有较强的产品思维,有创新精神,具有较强的责任心和执行力。

加分项:
1、技术理解力加分:掌握初级Python开发能力,了解至少一种主流深度学习编程框架(TensorFlow/PyTorch/MXNet),熟悉常用的机器学习算法(LR/FFM/DNN/RNN等);
2、国际化经验加分:掌握较好的外语沟通能力。

About ByteDance

Global technology specializing in AI-powered content platforms.

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