西门子中国研究院 大模型AI Agent研究员（上海、北京、苏州）
Siemens
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
- Research on state-of-the-art data analytics & AI technologies on a general range.
- Mainly focus on modern foundation model applications in industrial scenarios
1. Context engineering for foundation models
2. Development of agent systems for industrial applications
3. Task-specific model finetuning - Partially work with multi-modal applications
- Participating in both internal & external research projects
- Assist deployment of customer development/deployment project
Your defining qualities
- Master’s degree or above majoring in Artificial Intelligence, Computer Science, Automation, Mathematics or related.
- Self-motivated, open-minded, good communication skills and good teamwork.
The skills you are expected to have:
- Familiar & comfortable when coding in Python & programming on Linux.
- Familiar with commonly used deep learning and agent frameworks, e.g., Pytorch, TensorFlow, LangChain, LangGraph, etc.
- Practical experience (in-career or academic) on LLMs – open-source model deployment, setting up RAG system, building agents with MCP, etc.
- Prefer: Solid understanding about the background & theories of LLMs, agentic workflow, knowledge graph, parallel computing, etc.
- Prefer: Hands-on experiences in using Multi-modal Models.
- Prefer: High quality research paper(s) published in NLP/AI-related conferences/journals incl., ACL, EMNLP, COLING, AAAI, ICLR, NeurIPS, etc.
You'll benefit from
- Diverse and inclusive culture, doing the work you like with people who appreciate it
- Systematic career development platform, various training courses, and online learning resources for you to help you tailor your growth path based on your strengths
- 15 days+ annual leaves, with additional benefits such as Christmas leave
- Generous benefits package, long-term care corporate annuity plan, flexible allocation of commercial insurance, employee stock sharing matching plan for mutual growth, etc
Transform the everyday with us!
At Siemens, we are human enthusiasts with a diverse set of backgrounds, skills, interests, and needs, united in a unique mission to create a better society. We believe in a culture of diversity and inclusion, reflecting a society with various backgrounds, nationalities, expertise, and mindsets. Here, you'll find trust and freedom to excel. Here, you'll find peers, mentors, and savvy people, for co-creating and growing. If you have curiosity, breakthroughs, and creativity, looking for an equal opportunity to grow and unleash your full potential, join us, bring your authentic self, and transform the everyday with us. Explore more here.