AI/ML Architect
Core
Lead the design and evolution of AI-powered solutions, defining technical architecture for AI/ML and Agentic AI systems across electronic design automation tools.
Role type
Senior IC AI/ML Architect
Builds
Scalable AI platforms, intelligent agents, and production-grade AI solutions for chip, board, and system design tools.
Domain
Electronic Design Automation (EDA) / Artificial Intelligence
Deliverable
production ML models
Required skills
Large language model architecture, Agentic AI frameworks, retrieval-augmented generation, vector databases, AI orchestration, Python, deep learning models (transformers, neural networks), data preprocessing, feature engineering, model evaluation, API design, algorithm design
Preferred skills
Code understanding systems (AST, tree-sitter), graph databases (Neo4j, FalkorDB), SystemVerilog, containerization (Docker), CI/CD, compilers, GPU profiling
Technologies
PyTorch, TensorFlow, Scikit-learn, LangGraph, Model Context Protocol, OpenAI, LLaMA, Claude, VS Code
Responsibilities
Define technical architecture for AI/ML and Agentic AI solutions; Design scalable AI platforms with LLMs and agentic frameworks; Establish architecture patterns, protocols, and governance models; Lead design of intelligent agents for tool usage and autonomous task execution; Evaluate and select AI technologies and infrastructure; Architect end-to-end AI systems including data pipelines and deployment; Mentor engineering teams on AI standards and practices; Define technical strategy for AI adoption; Ensure responsible AI practices including security and compliance.
Seniority
Senior, hands-on IC
