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Open nowPosted 87 days ago

大模型内容安全算法工程师(业务风控) - TikTok研发

ByteDance19,260 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now大模型内容安全算法工程师(业务风控) - TikTok研发ByteDance · Shanghai, 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. 4.3%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 87 days ago

ByteDance median: 27 days open

The posting

团队介绍:TikTok研发团队,旨在实现TikTok业务的研发工作,搭建及维护业界领先的产品。加入我们,你能接触到包括用户增长、社交、直播、电商C端、内容创造、内容消费等核心业务场景,支持产品在全球赛道上高速发展;也能接触到包括服务架构、基础技术等方向上的技术挑战,保障业务持续高质量、高效率、且安全地为用户服务;同时还能为不同业务场景提供全面的技术解决方案,优化各项产品指标及用户体验。 在这里, 有大牛带队与大家一同不断探索前沿, 突破想象空间。 在这里,你的每一行代码都将服务亿万用户。在这里,团队专业且纯粹,合作氛围平等且轻松。目前在北京,上海,杭州、广州、深圳分别开放多个岗位机会。

1、负责处理TikTok相关产品线(短视频/直播/社交等)上存在的各类业务安全问题,识别作弊用户,包括色情导流、欺诈、赌博、黑灰产等; 2、利用CV/NLP/行为序列模型/图算法(Graph)等人工智能技术,开发模型并落地应用到TikTok各场景,从海量图像、视频、文本、行为、社交关系中识别出风险用户和内容; 3、研发业内领先的内容风控解决方案,与作弊用户进行对抗,分析与挖掘数据潜在关联,建立作弊风险感知体系,提前发现业务风险,为业务保驾护航。

1、2027届获得硕士及以上学位,计算机科学与技术、人工智能相关专业优先; 2、在CV/NLP/Sequence/Graph的某个领域有较深入的研究,包括但不限于:图像/视频分类和识别、目标检测、无监督/半监督学习、文本分类、文本挖掘,序列建模,图模型等; 3、熟悉C++、Java、Python中的一种或多种编程技术,编程能力强,了解大数据处理技术(Hive/Spark/Flink),善于学习应用业界领先数据架构和技术; 4、实践动手能力强,对深度学习模型的训练和部署熟悉,能够将算法应用在风控业务中并验证效果; 5、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; 6、有风控算法研发经验者优先。

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