Senior Design Automation Engineer, Applied AI
Core
Lead end-to-end solution development for AI-driven timing and constraint analysis workflows in semiconductor design automation.
Role type
Senior Applied AI Engineer (Design Automation)
Builds
Intelligent systems for timing closure, constraint debugging, and sign-off readiness using autonomous agents.
Domain
Semiconductor EDA / Physical Design Automation
Deliverable
production ML models
Required skills
VLSI/ASIC design, static timing analysis (STA), timing closure, Python, PyTorch/TensorFlow, graph neural networks, large language models, data pipeline engineering, knowledge graphs, EDA tool scripting
Preferred skills
constraint validation, false-path detection, timing-exception modeling, AI in physical design automation, silicon/process modeling, open-source AI contributions
Technologies
PrimeTime, Nanotime, Tempus, LangGraph, LangChain, Ray, NetworkX, Flow-Server, Digital Engineer platforms
Responsibilities
Architect AI-driven solutions for static timing and closure prediction; integrate heterogeneous data sources into training pipelines; develop autonomous analysis agents for optimization and debugging; implement scalable orchestration for AI-in-loop decision-making; validate models on live projects; build interpretable AI pipelines for timing closure recommendations.
Seniority
Senior, hands-on IC
