职位描述

作为世界领先的原始设备制造商，梅赛德斯-奔驰正在寻找具有共同激情和热情的专家，为我们的 MBOS 开发人工智能产品。具体来说，我们正在寻找在机器学习、大型语言模型及其在汽车行业的应用方面有深厚背景、积极进取、知识渊博的机器学习工程师加入我们的团队。 工作职责 - 设计、开发和维护基于人工智能的汽车应用程序。 - 训练、调整和优化机器学习和深度学习模型，以提高性能和效率。 - 在给定的环境中建立基于 LLM 的应用程序，如 RAG 系统。 - 利用微调等技术，针对特定任务提高大型语言模型的性能。 - 与数据工程师合作开发数据和模型管道。 - 分析并实施可用于解决特定问题的新型机器学习和深度学习技术 As a world leading OEM, Mercedes-benz is looking for the experts who share the passion and enthusiasm to develop AI products in our MBOS. Specifically we are looking for self-motive, knowledgeable machine learning engineers who have a strong background in machine learning, large language model and their applications in automotive industry to join our team. Responsibilities: • Design, develop, and maintain AI based automotive applications. • Train, tune, and optimize machine learning and deep learning models to improve performance and efficiency. • Build up LLM-based applications such as a RAG system within given context. • Utilize techniques such as fine-tuning to improve the performance of large language models for a specific task. • Collaborate with data engineers to develop data and model pipelines. • Analyze and implement novel machine learning and deep learning techniques that could be used to solve a given problem

任职要求

经验和能力 - 计算机科学、工程或相关专业硕士学位。 - 具有机器学习工程师或类似职位的工作经验。 - 具有使用机器学习框架（如 PyTorch 或 Tensorflow）和库（如 scikit-learn）的经验。 - 精通 Python，熟悉 Golang、Java 或 C++。 - 了解数据结构和数据建模 - 在机器学习、深度学习和大型语言模型应用方面拥有丰富经验 - 有汽车应用开发经验者优先 - 有在边缘设备上部署模型的经验者优先 - 具有云服务（如 Azure、腾讯）方面的经验 - 出色的分析和解决问题的能力。 - 具有技术领导能力和根据技术事实做出决策的能力 - 强烈的主人翁意识和驱动力 - 良好的沟通能力 - 书面和口语英语技能 Experience and competence • Master degree in Computer Science, Engineering, or a related subject. • Proven experience as a Machine Learning Engineer or similar role. • Experience with machine learning frameworks (like PyTorch or Tensorflow) and libraries (like scikit-learn). • Proficient in Python and familiarity with Golang, Java or C++. • Understanding of data structures and data modeling • Extensive experience with machine learning, deep learning, and applications of large language models • Experience in developing automotive applications is a plus • Experience in deploying models on edge device is a plus • Experience with cloud services (e.g., Azure, Tencent) • Outstanding analytical and problem-solving skills. • Technical leadership and ability to make decisions based on technical facts • Strong sense of ownership and drive • Good communication skills • English skills in written and spoken

联系方式

上班地址：上海