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Open nowPosted 611 days ago

大模型应用算法工程师-中国电商

ByteDance19,198 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now大模型应用算法工程师-中国电商ByteDance · Shanghai, 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 611 days ago

ByteDance median: 2 days open

The posting

1、深入理解电商业务，探索基于大模型、多模态模型，持续提升商家/达人在准入、发品、售后等各个业务场景的风险识别效果； 2、提升商品治理审核智能化水平，迭代优化治理大模型，提升大模型对治理规则和商品信息的理解，实现高准确率高召回率的问题识别和自动处置； 3、负责强化电商场景下，大模型推理和反思能力，通过商品业务域SFT、高质量CoT、强化学习、数据合成等技术方案，提升商品治理大模型底座能力； 4、参与构建挖掘电商直播、商品、商家和带货主播等多种实体的数据，对大规模网络/海量特征序列进行建模，支撑商家、达人分类/风险团伙挖掘等业务场景解决问题，并为商家/达人治理提供支持； 5、参与构建大规模的图存储和图学习平台，完善电商社区内商家/商品/达人/视频内容的关系建设，构建电商实体通用表征能力，赋能治理业务； 6、建设售后服务MLLM基座大模型，并利用RAG/Agent/RL等技术，解决复杂场景下对体验问题的理解能力。

1、本科及以上学历，计算机或相关专业优先； 2、精通大模型、多模态、CV、NLP等的1-2个领域，有纯文本和多模态大模型、NLP/CV深度模型等的训练和应用经验，有电商平台治理/内容安全相关经验者优先； 3、具备扎实的代码功底，具备Linux环境研发能力，精通Python和PyTorch等深度学习框架； 4、具备扎实的数据结构/算法基础，熟练掌握机器学习/深度学习理论知识，并具有丰富实践经验； 5、具有优秀的分析和解决问题的能力，对挑战性问题充满激情，具备良好的团队合作精神，较强的沟通能力。

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