Senior ML Engineer for High-Perf DFX & EDA (Equity)

NVIDIA Corporation; Santa Clara (CA); On-site; USD 152,000 - 288,000; Full time

Benefits offered by this job

Equity

Benefits

Job summary

NVIDIA Corporation in Santa Clara, CA, seeks a Senior DFX Software Engineer - Machine Learning to design and implement high-performance software for test pattern generation, silicon testing, and yield learning. You will apply LLMs, graph ML, and RL to create innovative EDA solutions, collaborating with cross-functional teams.

The role requires a BS in EE or CS (MS preferred), 5+ years in software development, and strong Python or C++ skills.

Qualifications

• 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++; modern C++ experience is a plus.
• Experience with LLMs, GNNs, and Reinforcement Learning for EDA solutions.
• Expertise in high performance algorithms for DFT, simulations, and failure analysis.

Responsibilities

• Develop high performance software for test pattern generation, silicon testing, failure analysis, and yield learning.
• Create parallel graph traversal and graph analysis techniques.
• Collaborate with multi-functional teams to tackle cross-domain problems.
• Apply LLMs, RAGs, graph-based ML, and reinforcement learning to define innovative solutions.

Skills

Python

C++

LLMs

GNNs

Reinforcement Learning

High performance algorithms

Communication

Spark

Education

BS in EE or CS

MS or higher degree preferred

Tools

ZeRO

Spark

CAD tools

Job description

NVIDIA Corporation in Santa Clara, CA, seeks a Senior DFX Software Engineer - Machine Learning to design and implement high-performance software for test pattern generation, silicon testing, and yield learning. You will apply LLMs, graph ML, and RL to create innovative EDA solutions, collaborating with cross-functional teams.

The role requires a BS in EE or CS (MS preferred), 5+ years in software development, and strong Python or C++ skills.