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Open nowPosted 84 days ago

大模型算法工程师(企业知识与智能体方向) - Seed 产品研发

ByteDance19,258 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now大模型算法工程师(企业知识与智能体方向) - Seed 产品研发ByteDance · Shanghai, Chinese Mainland
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The clock on this job

Early applications get read.

11.4% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 23 days.

Share of postings closed within
  1. 2.0%1 day
  2. 4.2%3 days
  3. 11.4%7 days
  4. 17.5%14 days
  5. 34.2%30 days
  6. 43.5%60 days
This job: posted 84 days ago

ByteDance median: 23 days open

The posting

团队介绍:产品研发和工程架构-Seed 团队深耕大模型技术在场景中的创新应用,负责多款AI产品的工程研发 —— 包括豆包、飞书、豆包工作、豆包爱学、Gauth、猫箱等创新产品,覆盖消费级与企业级多个场景。我们致力于将大模型能力从 "生成内容" 推进到 "完成工作",让 AI 服务用户日常与企业协作。你将面对多模态交互、工具调用可靠性、企业级数据安全等真实工程挑战,与团队一起推动 AI 生产力落地。

1、参与飞书企业智能相关算法研发,面向文档、IM通讯、会议等企业多源异构数据,开展知识理解、组织、检索与应用; 2、参与大模型上下文与记忆系统建设,研究如何基于用户、项目和组织的历史信息,为智能体提供准确、完整的上下文; 3、围绕大语言模型、RAG、知识图谱、Agent、Memory等方向,开展模型及算法优化,提升大模型在企业知识问答、内容创作、数字分身等场景中的效果; 4、参与算法能力的全链路建设,包括数据构建与清洗、模型训练与微调、检索与生成策略设计、离线评测、在线实验及用户反馈闭环; 5、跟进大模型与智能体领域的前沿进展,探索相关技术在真实企业办公场景中的落地与产品化。

1、2027届获得本科及以上学历,计算机、软件工程、人工智能、数学等相关专业优先; 2、具备良好的学习能力、问题分析能力和团队协作精神,能够将开放性问题转化为可实现、可评测的技术方案; 3、对大语言模型、智能体、企业知识管理、信息检索、知识图谱或个性化系统等方向感兴趣; 4、参与过自然语言处理、大模型训练或微调、RAG、搜索推荐、知识图谱、Agent等相关项目者优先; 5、具备数据构建、模型评测、用户行为分析或真实业务问题解决经验者优先; 6、在相关领域发表过论文,参加过高水平竞赛,或具有开源项目贡献和实际项目开发经验者优先。

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