Senior DFX Software Engineer - Machine Learning

Responsibilities

• Develop high performance software to enable design and development of efficient test pattern generation, application of these patterns on Silicon, failure analysis, and yield learning
• Create efficient parallel graph traversal and graph analysis techniques
• Work with multi-functional teams to assess and tackle problems that involve multiple areas of expertise through the company
• Apply LLMs, RAGs, graph-based ML approaches, and reinforcement learning to define innovative solutions
• What we need to see
• BS in EE or CS (or equivalent experience); MS or higher degree preferred
• 5+ years of experience in Software development
• Strong programming experience in Python or C++. Hands on development in modern C++ is a huge plus.
• Experience use of LLMs (Large Language Models), GNNs (Graph Neural Networks), and Reinforcement Learning for efficient EDA solution.
• Expertise in high performance algorithms for DFT, simulations, and failure analysis.

Languages