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Open nowPosted 49 days ago

广告算法实习生 - 内容消费与非闭环营销

ByteDance19,260 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now广告算法实习生 - 内容消费与非闭环营销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. 4.2%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 49 days ago

ByteDance median: 27 days open

The posting

团队介绍:内容消费与非闭环营销技术团队,服务内容消费和非闭环营销行业数十万客户和十亿级用户。其中,内容消费行业包括游戏、小游戏、短剧、小说、社交与工具等行业,非闭环营销行业包括平台电商、引流电商等行业。内容消费与非闭环营销围绕客户深转、ROI等本质诉求,构建了完整的产品矩阵,知名产品有UBA/UBP自动化产品、深转ROI1\ROI7产品等。研发团队主要通过技术手段支持行业的收入和市占提升,工作内容包括:投放策略优化(出价、自动化)、模型优化(深度延迟和稀疏转化建模、序列建模、Large Recommend Model等)、流量和体验策略优化(ROI3产品、推荐广告融合、多目标建模等)、AI内容理解和生成(多模态模型、营销创意&剧集生成等)、定价和权益激励策略优化(智能定价、QCPX等)、海量创意自动化托管投放架构(DPA)、新产品开发等。

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、利用机器学习技术,改进字节跳动的推荐、广告系统,优化数亿用户的使用体验; 2、分析基础数据,挖掘用户兴趣、文章价值,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、深入业务场景,设计并落地模型、策略一体化方案,推进业务全面快速发展; 5、在超大规模在线深度学习框架下,持续研究前沿技术,创造和迭代算法技术。

1、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、具备扎实的编码能力,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、自然语言信息处理、数据挖掘、分布式计算、计算机视觉、计算机图形学、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。

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