西门子西门子中国研究院 大模型NLP实习生（面向在校学生/现场实习/无转正）

We empower our people to stay curious and innovative in a fast-evolving world. We’re looking for individuals who are eager to push boundaries, learn continuously, and create meaningful impact both now and in the future. Does that sound like you? Then we’d love to have you join our dynamic and diverse global team. DAI AIX – AI Acceleration and Exploration, is at the forefront of Data Analytics and AI research within Siemens’ global technology network, driving innovation, collaboration, and transformative applications for our customers. As part of our team, you’ll engage in cutting-edge applied research and development.We are currently seeking an NLP/LLM/Agent Engineer/Researcher to work on the development and deployment of next-generation language-related applications and intelligent agents. The focus of this role is advancing the capabilities of large language models (LLMs) and their integration into real-world applications such as autonomous agents and industrial workflows. You will design and implement advanced algorithms, optimize LLM architectures for specific use cases, and develop scalable solutions that drive tangible outcomes in industry. You'll make an impact by • Research on state-of-the-art data analytics & AI technologies on a general range. • Mainly focus on modern foundation model applications in industrial scenarios1. Context engineering for foundation models2. Development of agent systems for industrial applications3. Task-specific model finetuning • Partially work with multi-modal applications • Participating in both internal & external research projects • Assist deployment of customer development/deployment project

We empower our people to stay resilient and relevant in a constantly changing world. We're looking for people who are always searching for creative ways to grow and learn. People who want to make a real impact, now and in the future. Does that sound like you? Then it seems like you'd make a great addition to our vibrant international team. DAI AIX – AI Acceleration and Exploration, is working on the cutting-edge research of Data Analytics and AI with Siemens global technology network, and consulting, co-creation, data driven applications for the end customers. Research Scientist is to do applied research for Industrial AI applications in the team. We are seeking a Reinforcement Learning (RL) Specialist to lead the design, implementation, and optimization of RL-driven systems for post-training of foundation models. The primary focus of this role is advancing our RL capabilities for real-world applications such as industrial control systems and LLM agents. You will develop cutting-edge algorithms, improve post-training efficiency, and deploy scalable RL solutions in industry. You'll make an impact by • 1. Reinforcement learning development for post-training: • Design and implement state-of-the-art RL algorithms (e.g., PPO, SAC, DQN) for post-training of foundation models like LLMs and time series foundation models. • Implement distributed RL training pipelines using frameworks like Ray RLlib, Deepspeed, or custom solutions. • Design and implement benchmark pipelines for model evaluation. • 2. Align foundation models like LLMs and time series foundation models with specific areas/tasks through techniques like SFT, RL. • 3. Coding & Infrastructure: • Write production-grade Python code using PyTorch, numpy, and pandas. • Manage Linux-based clusters for distributed training and deployment. • 4. All other support required by the line manager if necessary.

根据监管要求及信息安全相关法律法规，开展内部自查，发现并推进整改，消除合规风险； 将法规要求结合公司的业务情况，沉淀为内部规范，与相关部门协作并推进落地； 完善内部安全管理体系，制定和维护相关管理制度、策略、流程及规范； 建立与业务团队良好的沟通协作机制，为业务部门提供合规咨询与方案支持，支持各类数据和隐私相关监管审查和认证等； 推动数据安全、客户信息保护的合规管理体系建设与完善，推动流程规范、技术体系、风险评估与跟踪、风险治理等要求的落地执行。

1. 支持菜鸟物流及供应链跨中国、跨境、海外法律、合规事务； 2. 协助业务商务谈判、处理突发风险事件，提供可行、可操作的解决方案； 3. 支持菜鸟在海外的国家的网络建设和本地化运营； 4. 对新业务类型进行调研及风险分析评估，并提供解决方案； 5. 关注及追踪跨境物流领域的发展动态，并研究境外国家和地区对贸易、物流、清关等业务的要求和法律法规，为业务落地提供支撑。