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Open nowPosted 1072 days ago

国际化广告算法工程师-Ranking(北京/上海/杭州)

ByteDance19,268 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now国际化广告算法工程师-Ranking(北京/上海/杭州)ByteDance · Shanghai, Chinese Mainland
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The clock on this job

Early applications get read.

11.9% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 9 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.4%3 days
  3. 11.9%7 days
  4. 18.6%14 days
  5. 35.6%30 days
  6. 45.1%60 days
This job: posted 1072 days ago

ByteDance median: 9 days open

The posting

1、参与/负责字节跳动国际化业务广告投放核心算法,深入研究并改进工业级深度学习排序架构,提升系统变现效率,优化客户体验; 2、端到端的参与/负责大规模广告投放系统全链路的优化,包括召回/粗排/精排等,基于模型优化,提升海量数据、超大参数背景下的广告系统变现效率; 3、广告投放系统的通用算法创新与改进,结合因果推断、序列建模、多模态、强化学习等技术,突破现有架构瓶颈,解决广告投放模型侧的长期痛点问题。

1、计算机或相关专业本科及以上学历,2年以上广告/推荐/搜索召回排序等相关工作经验; 2、熟悉C++和Python,有扎实的编程基础、良好的编程风格和工作习惯,优先:有数据挖掘、分布式计算经验,熟悉Hadoop、Spark框架; 3、较好的机器学习/深度学习理论和实践经验,熟悉深度学习算法,优先:发表过KDD、AAAI、CIKM、WWW、RecSys、NeurIPS、ACL、EMNLP等顶会论文,或在Kaggle/ACM等赛事中获得优异名次,熟悉TensorFlow/PyTorch框架和原理; 4、工作态度积极主动,有强烈的主人翁意识和良好的团队协作精神,愿意接受有挑战性的工作,具有钻研精神; 5、优秀的分析和解决问题的能力,逻辑清晰,具有严谨科学的实验习惯; 6、有强烈的业务导向意识,技术优化服务于业务目标达成。

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