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Open nowPosted 390 days ago

大模型训练（今日头条）-CQC

ByteDance19,207 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now大模型训练（今日头条）-CQCByteDance · Beijing, Chinese Mainland

  1. YouYes, apply to this one.

  2. CV RocketCV written for this posting.

  3. 25 readersRecruiter, hiring manager, skeptic. Round after round.

  4. CV RocketApplied on ByteDance's own form.

The reply lands in your private mailbox

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The clock on this job

Early applications get read.

11.8% 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. 4.4%3 days
  3. 11.8%7 days
  4. 18.6%14 days
  5. 35.6%30 days
  6. 45.1%60 days
This job: posted 390 days ago

ByteDance median: 2 days open

The posting

1、支持今日头条业务安全策略模型结构设计、模型数据建设、模型训练迭代、模型效果评估等全链路工作，保证业务需求稳定交付； 2、深入了解业务需求及流程链路，与团队成员、业务团队密切协作，根据业务指标、用户反馈等信息持续挖掘模型能力及策略优化空间，设计模型方案并保证高效高质落地； 3、熟练掌握模型训练方式和应用场景，从解决业务痛点出发灵活运用大模型方法，不断提升模型训练及业务应用效果； 4、制定、更新和维护大模型服务质量监控标准，促进技术变更和更新，不断迭代大模型应用形式和链路升级。

1、人工智能、计算机科学、数学相关专业优先，有编程/数模竞赛获奖经历优先； 2、具备出色的编程能力，熟悉大模型训练RM、RL、NLP、CV相关的算法和技术，可使用Python/Java/Go/JavaScript/C/C++二种以上主流语言，熟悉主流数据库的操作，有自然语言处理（NLP）、计算机视觉（CV）或多模态生成模型（如CLIP、Diffusion Models）项目经验； 3、Prompt流程设计创作：深入理解大模型在审核领域应用需求，结合业务与平台治理相关的规则、政策，设计业务流程并转化为Prompt；对Prompt线上效果负责； 4、RAG应用探索：基于不同业务场景实际落地需求，设计符合其特性的RAG应用方式和训练模式，对RAG召回效果负责； 5、熟悉大模型理论知识和应用，熟悉常见大模型架构，有实际大模型预训练、微调或推理优化经验者优先； 6、善于思考、探索，有研究精神，具备很强的逻辑思维能力和解决问题的能力、能理解和抽象业务逻辑，密切协作产品研发等团队，积极探索大模型等先进的工作方式。

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