Li Auto

大模型规划算法工程师- 北京

Li Auto  •  Onsite  •  4 days ago
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Job Description

大模型规划算法工程师- 北京
北京
全职
研发 - 算法
职位描述
1. 负责理想同学在大模型规划算法方向的研发与落地,围绕复杂任务理解、意图识别、任务拆解、路径规划、执行决策等核心能力开展算法设计与优化;
2. 负责Agent系统架构设计与建设,推动Context管理、Reasoning & Planning、Tool Use、执行反馈等核心模块的迭代升级;
3. 负责多轮对话场景中的对话理解与规划建模,提升系统对复杂语言表达、模糊指令、上下文依赖、跨轮任务目标的准确理解与执行能力;
4. 研究并落地 LLM Agent规划范式,包括但不限于 ReAct、Plan-and-Execute、Reflexion、多Agent协作、自主纠错与自我反思等能力建设。
职位要求
1. 计算机科学、人工智能、自然语言处理、机器学习、数学等相关专业,硕士及以上学历,3年以上大模型/Agent相关研发经验;
2. 具备扎实的机器学习、深度学习算法基础,熟悉Transformer及主流大模型技术体系,对LLM/Agent有较深入理解;
3. 熟练掌握 Python,具备良好的工程实现能力,能够独立完成算法原型开发、实验验证与系统落地;
4. 对以下一个或多个方向有较深入的研究或实践经验:
- 对话理解、任务型对话、复杂指令理解、上下文建模;
- LLM Agent、任务规划、推理链路设计、Tool Use;
- 模型微调与对齐,如SFT、RLHF、DPO、OPD等。
5. 具备较强的问题分析与解决能力,能够结合真实业务场景设计有效的算法方案,并持续推动效果优化;
6. 具备良好的沟通协作能力、自驱力和学习能力,乐于与产品、工程、数据及研究同学高效协同。
投递
Li Auto

About Li Auto

Founded on July. 1, 2015, Li Auto's brand mission is to "Be Proactive, Change the World".

We are dedicated to providing families with safer, more comfortable, and more convenient smart EVs through breakthrough innovations in products, technologies, and business models. By Oct. 18, 2024, Li Auto achieved the milestone of one million vehicle deliveries in just 58 months, setting a new record for the fastest one million deliveries in China's luxury car market.

We see cars evolving from transportation in the Industrial Age into spatial robots in the age of AI. And we fuse the physical and digital worlds through AI, turning limited car space into infinite experiences. Our goal isn't just to transform the automotive industry through cutting-edge AI technologies, but also bring the benefits of AI to every family.

Join us in pushing growth boundaries and realizing our vision of "To Become a World-Leading Embodied AI Enterprise."!

Industry
Automotive & Mobility
Company Size
1,001-5,000 employees
Headquarters
Beijing, CN
Year Founded
2015
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