AI / ML DFT Project Lead
Core
Lead AI/ML and agentic AI initiatives to improve productivity, quality, scalability, and predictability of DFT/DFD design and verification flows for high-performance SoCs.
Role type
Senior IC AI/ML Project Lead (Semiconductor Design Automation)
Builds
AI-enabled expert systems, predictive models, intelligent automation, and agentic workflows integrated into EDA tools and design flows.
Domain
Semiconductor / ASIC Design / Design-for-Test (DFT) / Design-for-Debug (DFD)
Deliverable
production ML models
Required skills
DFT/DFD architecture and methodology, AI/ML application development and deployment, agentic AI systems design (tool use, workflow orchestration, RAG), Python, MLOps, ASIC/EDA automation languages (Perl, Tcl, shell), digital logic and VLSI design.
Preferred skills
Integration of AI with EDA tools, knowledge representation and graph-based data, secure AI deployment practices, experience with Claude SDK/OpenAI SDK.
Technologies
Python, scikit-learn, PyTorch, TensorFlow, EDA tools, CI/CD, containers, APIs.
Responsibilities
Define strategy and roadmap for AI/ML initiatives, integrate AI agents with DFX flows, develop AI-enabled expert systems, evaluate AI advancements for DFX needs, architect agentic workflows, establish evaluation methods and quality gates, lead model deployment and monitoring, drive automation using scripting languages, coordinate cross-functional projects, mentor engineers.
Seniority
Senior, hands-on IC with technical leadership
