GenAI Physical Synthesis Engineer
Core
Develop GenAI-powered agentic applications to automate and optimize RTL-to-GDS physical synthesis flows for Apple processors and SoCs.
Role type
Senior IC GenAI Physical Synthesis Engineer
Builds
AI-driven automation tools for physical synthesis, LEC, and DFT implementation workflows
Domain
Semiconductor / EDA / Physical Design
Deliverable
production ML models
Required skills
GenAI frameworks, large language models, AI agent development, Fusion Compiler, Genus, TCL, Python, Perl
Preferred skills
PyTorch, TensorFlow, Transformers, MCP, AutoGen, CrewAI, LangChain, prompt engineering, RAG, fine-tuning, UPF, Conformal LEC, Formality, static timing analysis, place and route tools, cloud platforms
Technologies
Model Context Protocol (MCP), Fusion Compiler, Genus, PyTorch, TensorFlow, Transformers, AutoGen, CrewAI, LangChain
Responsibilities
Design and develop GenAI-powered agentic applications for physical synthesis optimization; Implement intelligent agents using MCP to enhance synthesis flows; Create AI-driven solutions for autonomous analysis of synthesis, LEC, and DFT workflows; Build intelligent CAD tools leveraging GenAI for synthesis optimization and automated debugging; Integrate agentic solutions with existing EDA tools; Collaborate with cross-functional teams to deploy AI agents across design teams
Seniority
Senior, hands-on IC
