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Open nowPosted 1045 days ago

算法工程师-抖音风控

ByteDance19,210 open roles

Where
Shenzhen, Guangdong, Chinese Mainland
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Your applicationOpen now算法工程师-抖音风控ByteDance · Shenzhen, Guangdong, Chinese Mainland
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  3. 25 readersRecruiter, hiring manager, skeptic. Round after round.

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The clock on this job

Early applications get read.

12.1% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 2 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.1%7 days
  4. 19.1%14 days
  5. 35.6%30 days
  6. 52.7%60 days
This job: posted 1045 days ago

ByteDance median: 2 days open

The posting

1、负责处理字节跳动抖音、今日头条、番茄等相关产品线上存在的各类业务安全问题,识别黑灰产用户,包括色情导流、欺诈、赌博、账号等风险问题; 2、利用ML/CV/NLP/Graph等人工智能技术,开发模型并落地应用到业务产品中,基于内容、行为、设备等维度信息从海量用户中识别出风险用户; 3、研发业内领先的行为、内容风控解决方案,和作弊用户进行持续对抗,分析与挖掘数据潜在关联,建立作弊风险感知、识别、处置的治理体系,为业务保驾护航。

1、在ML/CV/NLP/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、自然语言处理与理解、Graph Learning、无监督/半监督学习、Metric Learning等; 2、扎实的算法与数据结构基础,熟练掌握Python/Go/C++等至少一门编程语言;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; 3、在LLM/MLLM/Agent有扎实积累,在NeurIPS/ICML/ICLR/ACL/CVPR等会议发表过相关高质量论文者优先; 4、具备系统的研究思维与独立思考能力,对风控领域的复杂性、对抗性有浓厚兴趣,敢于挑战现有技术范式; 5、有风控或者安全算法研发经验者优先。

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