NIO

蔚来AGI超星计划-面向销售的Agentic强化学习研究

NIO  •  Onsite  •  12 days ago
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Job Description

蔚来AGI超星计划-面向销售的Agentic强化学习研究推荐投递上海、北京校招实习数字技术硕士及以上蔚来AGI超星计划职位 ID:A163164职位描述课题介绍
本课题聚焦面向销售场景的大模型能力提升,开展系统性的算法研究与训练范式探索。
通过结合 SFT(监督微调)+ RL(强化学习)+ Agentic RL(基于任务驱动的强化学习) 等多阶段训练方法,构建适用于销售垂类的大模型优化路径,重点提升模型在复杂业务场景下的决策能力与执行效果。
在既有基础模型能力之上,目标实现对标行业Top模型的效果突破,整体性能提升约 10%+,并在关键业务指标上形成可量化收益。
预期产出
1. 一套可持续优化的“在线蒸馏 + 强化学习”训练范式
- 构建从数据生成 → 在线蒸馏 → 强化学习闭环优化的完整体系
- 支持模型能力的持续迭代与自我进化
- 适配销售场景中长程、多策略决策的任务特征
2. 一个自研销售垂类大模型及其效果基线
- 形成具备明确指标体系的模型参数版本
- 在核心任务(如洞察建议、话术生成等)上达到可落地水平
- 支持业务侧验证与规模化应用职位要求- 精通深度学习原理,对Transformer、大语言模型有扎实的理论基础和实践经验;
- 强大的系统性思维与问题定义能力;
- 精通并有主流大模型的相关训练和使用工作经验,深入了解主流Agent框架和应用;
- (加分)在国内外顶尖实验室或者模型团队经历;
- (加分)重度使用claude、cursor、codex等相关AI工具开发者优先;
- 学历:硕士及以上在读;
- 实习时长:6个月以上。 投递
NIO

About NIO

NIO is a pioneer and a leading company in the premium smart electric vehicle market. Founded in November 2014, NIO’s mission is to shape a sustainable and brighter future together. NIO aims to build a community starting with smart electric vehicles to share joy and grow together with users.

NIO designs, develops, jointly manufactures and sells premium smart electric vehicles, driving innovations in next-generation technologies in autonomous driving, digital technologies, electric powertrains and batteries. NIO differentiates itself through its continuous technological breakthroughs and innovations, such as its industry-leading battery swapping technologies, Battery as a Service, or BaaS, as well as its proprietary autonomous driving technologies and Autonomous Driving as a Service, or ADaaS.

NIO’s models for sale include the all-new smart electric flagship SUV ES8, the smart electric flagship coupe SUV EC7, the smart electric mid-large SUV ES7, the smart electric flagship sedan ET7, the all-new smart electric all-round SUV ES6, the all-new smart electric coupe SUV EC6, the smart electric mid-sized sedan ET5, and the smart electric tourer ET5T.

Industry
Unknown
Company Size
5,001-10,000 employees
Headquarters
Jiading, CN
Year Founded
Unknown
Website
nio.com
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