Senior DFX Software Engineer - Machine Learning
Core
Develop high-performance software for silicon device testing, debug, and failure analysis using advanced ML techniques.
Role type
Senior IC software engineer (ML for EDA/Silicon)
Builds
Efficient test pattern generation, graph analysis tools, and yield learning solutions for silicon chips.
Domain
Semiconductor / Electronic Design Automation (EDA)
Deliverable
production ML models
Required skills
Python, C++, LLMs, Graph Neural Networks (GNNs), Reinforcement Learning, High-performance algorithms, Spark, ZeRO
Preferred skills
Modern C++ development, DFT expertise, Agent architectures, RAG systems, Fine-tuning LLMs, Multi-agent systems
Technologies
Python, C++, Spark, ZeRO, PPO, SAC, Q-learning
Responsibilities
Develop software for test pattern generation and application on Silicon; Create parallel graph traversal and analysis techniques; Apply LLMs, RAGs, and reinforcement learning to solve technical challenges.
Seniority
Senior, hands-on IC
