2027/2028届-大模型应用实习生-上海
- Invermay, SK, Canada
Full-time
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Job details
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- Full-time
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Original job description
岗位职责
- 协助团队基于 SFT 技术进行大模型微调,参与数据整理、标注及微调实验,支持车辆控制(HVAC、座椅、车窗等)、车载服务(音乐、导航、打电话)等场景的自然语言交互功能开发;
- 辅助构建基于 RAG 技术的车辆知识问答系统,参与车辆用户手册等知识库的整理、结构化处理及检索效果优化;
- 协助开发车载客户端应用的前端交互原型或后端基础逻辑,配合完成大模型能力与车辆功能的对接测试;
- 参与项目文档编写、技术调研及数据统计分析,协助团队优化模型性能与应用体验;
- 配合团队完成其他技术相关辅助工作,积极学习车载系统与大模型应用的核心知识。
- 计算机、软件工程、人工智能、自动化等相关专业,本科及以上学历;
- 掌握 Python 编程语言,了解大模型微调(SFT)相关基础框架(如 Hugging Face Transformers)者优先;
- 具备 GO 语言基础开发能力,了解后端服务或应用开发逻辑者优先;
- 对 RAG 技术、知识库构建、自然语言处理(NLP)等领域有兴趣,愿意主动学习相关技术;
- 有Linux平台下C/C++开发经验则优先;
- 具备良好的学习能力、沟通能力与团队协作意识,工作认真负责,能积极配合完成分配任务;
- 保证每周至少 3 天实习时间,实习周期不少于6 个月(长期实习优先)。
More about this job
Responsibilities
Assist with fine-tuning large language models and developing natural-language features for vehicle controls and in-car services. Help build a RAG-based vehicle knowledge system, develop and test in-car client applications, and support documentation, technical research, and model and user-experience improvements.
Requirements
Applicants should be pursuing or hold a bachelor's degree or higher in computer science, software engineering, artificial intelligence, automation, or a related field, and should know Python. Familiarity with SFT frameworks such as Hugging Face Transformers is preferred; Go, backend or application development, RAG, NLP, and Linux-based C/C++ experience are also relevant, along with strong learning, communication, and teamwork skills.
Skills
- Python
- Large Language Model Fine-Tuning
- Supervised Fine-Tuning (SFT)
- Hugging Face Transformers
- Retrieval-Augmented Generation (RAG)
- Knowledge Base Construction
- Natural Language Processing
- Go
- Backend Development
- C/C++
- Linux
- Data Preparation and Annotation
- Model Performance Optimization
- Technical Research
- Teamwork
Visa sponsorship
Not detected in the job text
Categories
- Technology
- Software
- Engineering
- Data & Analytics
Keywords
- Large Language Models
- Supervised Fine-Tuning
- SFT
- Retrieval-Augmented Generation
- RAG
- Python
- Hugging Face Transformers
- Go
- C/C++
- Linux
- Artificial Intelligence
- Natural Language Processing
- Knowledge Base
- Vehicle User Manuals
- Automotive Software
- In-Vehicle Systems
- Vehicle Controls
- HVAC
- In-Car Services
- Music
- Navigation
- Voice Interaction
- Data Preparation
- Data Annotation
- Model Optimization
- Backend Development
- Application Testing
- Technical Documentation
- Technical Research