AI Agent智能座舱专家_XC at Bosch Group

Shanghai, Shanghai, China -

Full Time

Start Date

Immediate

Expiry Date

31 Jan, 26

Salary

0.0

Posted On

02 Nov, 25

Experience

5 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Large Language Models, Multimodal Models, Machine Learning, Deep Learning, PyTorch, TensorFlow, Model Deployment, Performance Optimization, AI Agent Architecture, Fine-Tuning, Python, C++, Vector Databases, Android Development, Embedded AI Development, Performance Tuning

Industry

Software Development

Description

Company Description Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance to improve quality of life all across the globe. Welcome to Bosch. Job Description 负责智能座舱场景端侧部署和端云协同架构下大模型的技术调研、选型与评估。负责座舱场景下大模型在端侧（如高通、英伟达等嵌入式平台）的产品化部署、性能优化与推理加速，确保满足车载环境的性能要求。负责设计、开发与实现基于大模型的AI Agent架构与应用，赋能智能座舱的对话、规划、工具调用等复杂交互功能。结合座舱垂直场景（如车载助手、场景智能等），进行大模型的精调、领域适配与效果评测。支持并协同开发、测试团队，推动AI特性在智能座舱产品中高质量落地与量产。 Qualifications 精通大语言模型及多模态大模型技术，熟悉机器学习、深度学习，熟练掌握PyTorch、TensorFlow等框架。精通大模型的端侧部署、性能调优与轻量化技术（如模型量化、剪枝、蒸馏、编译优化等），熟悉TensorRT、ONNX、QNN等工具链。精通AI Agent的技术原理与架构设计，具有复杂Agent应用（如ReAct, Tool Use等）的开发与实践经验。精通大模型的微调技术（如Fine-Tune, LoRA等）及评测框架。 3年以上机器学习/大模型相关研发经验，具备优秀的编程能力，熟练掌握Python/C++。英语口语流利，具备良好的团队沟通与合作能力，对前沿技术充满热情。（优先）熟悉向量数据库及相关技术。（优先）熟悉Android，具备移动端或嵌入式平台AI开发部署经验。（优先）熟悉高通、英伟达等平台AI工具链，具备相关性能调优经验。

Responsibilities

Responsible for the technical research, selection, and evaluation of large models for intelligent cockpit scenarios. In charge of product deployment, performance optimization, and inference acceleration of large models on embedded platforms to meet automotive performance requirements.