Software Engineer AI/ML
- Siemens
- 4 to 8 Yrs
- Noida, Gurugram
- 5 months ago
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Job Description
- Siemens EDA is a global technology leader in Electronic Design Automation software. Our software tools enable companies around the world to develop highly innovative electronic products faster and more cost-effectively. Customers use our tools to push the boundaries of technology and physics to deliver better products in the increasingly complex world of chip, board, and system design. Join a dynamic and fast-evolving team that is building next-generation AI-based tools and agent systems for QuestaSim, flagship simulation software at Siemens EDA. We focus on designing intelligent AI agents, optimizers, and copilots using modern AI/ML techniques. This role involves R&D-heavy tasks with real-world applications, significant autonomy, and room for innovation. The role is based in Noida, with opportunities to travel to other locations in India and around the globe. You'll work with teams impacting entire cities, countries, and shaping the future. Key Responsibilities: - 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 leveraging 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). - 4-8 years of proven experience. - Strong working knowledge of LangChain, RAG pipelines, and vector stores. - Strong understanding and experience in the 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, with solid 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. Why Join Us - Work on cutting-edge AI R&D projects with real product impact. - Be part of a startup-like team within a global tech company. - Opportunity to lead innovation, publish internally, and drive industry-first solutions. - Competitive compensation, flexibility, and a collaborative culture. We are Siemens - a diverse collection of over 377,000 minds building the future, one day at a time in over 200 countries. We're dedicated to equality and encourage applications reflecting the diversity of the communities we work in. Employment decisions at Siemens are based on qualifications, merit, and business need. Bring your curiosity and creativity to help shape tomorrow. Transform the everyday.,
Employement Category:
Employement Type: Full timeIndustry: IT Services & ConsultingRole Category: Not SpecifiedFunctional Area: Not SpecifiedRole/Responsibilies: Software Engineer AI/MLContact Details:
Company: SiemensLocation(s): Noida, Gurugram+ View Contact
Keyskills: transformers Python algorithms data structures Digital Design SystemVerilog EDA tools compilers profiling tools PyTorch TensorFlow
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