AI/ML Architect for Production-Grade EDA Tools

Siemens EDA (Siemens Digital Industries Software); Santa Clara (TX); Hybrid; USD 110,000 - 150,000; Full time

Job summary

Siemens EDA seeks an experienced AIML Architect to lead AI-powered solutions across design and verification tools. You will define technical architecture for AI/ML and Agentic AI systems, establish governance, and drive platform standardization across the product portfolio.

You will collaborate with engineering leaders, product management, and domain experts to transform innovative AI concepts into production-grade solutions that shape the future of electronic design automation.

Qualifications

• 2-4 years of proven industry experience with AI/ML focus.
• Strong expertise in LLM-based systems, Agentic AI, retrieval-augmented generation.
• Proficiency in Python and software design patterns.
• Hands-on experience building AI agents or copilots with tool/API integrations.
• Familiarity with PyTorch, TensorFlow, or Scikit-learn.

Responsibilities

• Define and drive the technical architecture for AI/ML and Agentic AI solutions across products and teams.
• Design scalable AI platforms with LLMs, Agentic Frameworks, and vector databases.
• Establish architecture patterns, governance, and roadmaps for AI-enabled products.
• Lead design of intelligent agents capable of tool usage, automation, and autonomous task execution.
• Evaluate AI technologies and infrastructure to meet objectives.

Skills

Python

AI/ML

Agentic AI

LLM

Plan-execute reasoning

Data preprocessing

Feature engineering

Model evaluation

Deep learning

Transformers

Tools

PyTorch

TensorFlow

Scikit-learn

Neo4j

Docker

Job description

Siemens EDA seeks an experienced AIML Architect to lead AI-powered solutions across design and verification tools. You will define technical architecture for AI/ML and Agentic AI systems, establish governance, and drive platform standardization across the product portfolio.

You will collaborate with engineering leaders, product management, and domain experts to transform innovative AI concepts into production-grade solutions that shape the future of electronic design automation.