Li Auto

数据开发

Li Auto  •  Onsite  •  4 days ago
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Job Description

数据开发
北京
全职
互联网 / 电子 / 网游
职位描述
1、引领团队开展开源大模型应用落地探索与开发,尤其是与公司相关业务结合的应用落地;
2、参与对业务数据进行清洗、分类、分析、存储,完成业务数据集建设;
3、参与业务知识库、大模型文本生成、智能问答、知识图谱等应用构建;
4、负责对模型进行微调与优化,包括主流大模型Qwen、DeepSeek等;使用Dify、Langchain、Ollama等AI开发工具,运用LORA等技术优化模型性能;
5、关注大模型前沿技术,跟进业内最新研究进展和应用趋势,提出创新思路和方向。参与对业务数据进行挖掘,完成大模型训练数据集的建设等。
职位要求
1、硕士研究生学历,计算机、人工智能、数学、自然语言处理等相关专业优先;
2、在自然语言处理、机器学习相关算法有一定理论功底或学习热情,有AI产品或NLP应用开发经验者优先;
3、掌握PyTorch、TensorFlow等机器学习框架,熟悉常见的深度学习模型及其应用方法;
4、理解大模型相关的训练和推理技术者优先,包括多机多卡、全参微调、加速、蒸馏、高质量数据构建等;
5、熟悉主流大模型(如 GPT、Gemini、LLaMA、Claude、DeepSeek等)工作原理及应用,熟悉Dify、Langchain、Ollama等一种或多种主流开源LLM/Agent应用开发框架、基本原理、训练方法和应用技术,熟悉RAG、Agent方向研发范式有实际大模型调优/应用经验者(Prompt tuning、prefix tuning、LORA等一种即可)优先;
6、强学习能力、热爱AIGC技术,良好的沟通能力,良好的团队合作精神。
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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