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Open nowPosted 35 days ago

AI数据开发实习生 - 国际化

ByteDance19,269 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen nowAI数据开发实习生 - 国际化ByteDance · Beijing, Chinese Mainland
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The clock on this job

Early applications get read.

11.5% 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. 2.0%1 day
  2. 4.3%3 days
  3. 11.5%7 days
  4. 18.1%14 days
  5. 35.6%30 days
  6. 44.6%60 days
This job: posted 35 days ago

ByteDance median: 9 days open

The posting

团队介绍:负责字节跳动国际化业务方向的数据 BP 工作,业务版图覆盖国际化场景下的短视频、直播、电商等板块。我们以数据高效驱动业务增长为核心使命,深度扎根各业务条线,以数据体系建设为根基、业务目标达成为导向,为业务方提供专业、稳定、高效的数据服务与架构解决方案。工作内容聚焦海量数据的治理与深度应用,需对产品全链路数据进行复杂且精细化的分析挖掘;既可以深耕大数据产品的迭代优化,探索前沿技术的落地实践;也能够凭借对产品的深度洞察,将数据能力转化为实实在在的业务价值,实现个人成长与业务的突破。

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、参与国际化业务方向的数据BP工作,覆盖短视频、直播、电商等业务线的数据体系建设,深度参与从业务理解到数据落地的全链路; 2、面向PB级超大规模数据场景,日均处理千亿级增量用户行为数据,保障高吞吐、低延迟的数据链路稳定高效运行; 3、为大数据全生命周期提供工程能力,覆盖数据产生、传输、建模、统计分析、实验评估、可视化的完整流程,构建设计良好的数据流、数据仓库、调度系统、查询引擎与数据服务; 4、构建数据AI Agent,通过优化Harness工程和知识库提高数据获取的准确率和召回率; 5、探索自然语言查数(Text-to-SQL)、智能数据治理、自动化指标归因等AI数据工具,降低数据使用门槛; 6、面向生成式内容场景,搭建内容质量、模型效果、用户反馈的度量与分析体系。

1、本科及以上学历在读,计算机等相关专业优先; 2、具备大数据开发相关技能,熟悉Java/Scala语言,包括JVM、类加载、并发等;有较好的SQL基础; 3、了解Spring等后端相关框架,了解Flink、Spark、Kafka、ClickHouse等相关大数据引擎之一; 4、对AI技术有热情和实践,满足以下任一条件优先: 1)了解大模型(LLM)基本原理,有RAG、向量数据库、Prompt Engineering或LLM应用开发经验; 2)了解机器学习/深度学习基础,有特征工程、模型训练数据处理或推荐系统相关经验; 3)有AI相关开源项目贡献、竞赛获奖,或发表过相关论文; 5、善于沟通,对数据敏感,责任心强、积极主动; 6、每周实习4天,连续实习3个月。

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