Lead Member of Technical Staff @ Siemens

Key Responsibilities:

We are seeking a highly motivated and experienced software engineer with a strong background in AI/ML to join the QuestaSim (Simulation) R&D team at Siemens EDA. In this role, you will:

• Design and develop AI-powered agents using LLMs, LangChain, vector databases, and retrieval-augmented generation (RAG).
• Build intelligent systems that understand natural language queries and automate complex workflows.
• Integrate and experiment with ML pipelines, data-driven decision-making, and reinforcement learning for adaptive systems.
• Prototype and productize tools that leverage code understanding, profiling, and data analysis.
• Collaborate closely with AI researchers, UX designers, and backend teams to translate ideas into working products and robust features.
• Work on prompt engineering, few-shot learning, and tool use orchestration

What We're Looking For:

Must-Have:

• Hands-on experience with AI/ML frameworks (e.g., PyTorch, TensorFlow, Scikit-learn).
• We are looking for candidates with 4-8 years of proven experience.
• Strong working knowledge of LangChain, RAG pipelines, and vector stores.
• Strong understanding and experience in application of Deep Learning models like ANNs and transformers.
• Experience in developing AI agents or copilots that interface with tools or external APIs.
• Proficiency in Python; familiarity with software design patterns and clean code.
• Practical experience in data preprocessing, feature engineering, and model evaluation.
• Familiarity with LLMs (OpenAI, LLaMA, Claude, etc.) and prompt engineering best practices.
• Ability to identify AI use-cases, conceptualize solutions, and drive from prototype to production.
• Strong proficiency in programming languages like C/C++ and Python, along with strong foundations in algorithms and data structures.

Good to Have:

• Background or interest in Digital Design, SystemVerilog, or EDA tools (can be learned on the job).
• Basic knowledge of compilers, parallelism, or profiling tools is a bonus.