Senior DFX Software Engineer - Machine Learning

We are seeking a Senior DFX Software Engineer - Machine Learning to join our team. As a Senior DFX Software Engineer - Machine Learning, you will 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.

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

Requirements:

• 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.
• Understanding of different agent architectures, RAG systems, and communication protocols
• Deep familiarity with reinforcement learning algorithms like PPO, SAC, or Q-learning, including experience tuning hyper-parameters and reward functions
• Hands-on experience with large-scale training (e.g., ZeRO) and data processing (e.g. Spark)
• Excellent communication skills

Benefits:

• Highly competitive salaries
• Comprehensive benefits package
• Equity eligibility