Deep Learning Kernel Software Performance Architect - New College Grad 2026

Performance Architect – Deep Learning Software We are seeking a Performance Architect to develop processor and system architectures that accelerate machine learning, data analytics, and high-performance computing applications. Responsibilities Validate and analyze performance of GPU‑accelerated system and software architectures that advance the frontier of deep learning performance. Debug deep learning and data analytics software to identify root causes of performance bottlenecks. Develop scripts and tools to analyze, visualize, and debug software using analytical models, simulators, and test suites. Collaborate across NVIDIA teams: work with the CUDA and AI Compiler teams to pinpoint and resolve performance issues; engage AI/ML training and inference performance teams to identify and optimize critical deep learning layers; collaborate with hardware architecture performance teams to define expectations for emerging deep learning hardware features. Qualifications Master’s or PhD in Computer Science, Electrical Engineering, Computer Engineering, or equivalent experience. Proven expertise in software design, including debugging, performance analysis, and test development. Hands‑on experience with practical parallel programming, even if not on GPUs. Strong understanding of computer architecture with practical experience on performance debugging. Ability to identify bottlenecks, optimize resource utilization, and enhance system throughput. Fluency in programming languages such as Python, C, C++. What Makes a Candidate Stand Out Strong foundation in machine learning and deep learning fundamentals. Background in high‑performance power‑efficient designs, energy efficient HPC, performance analysis, and profiling. Experience with GPU computing and parallel programming models. Work experience with analytical performance modeling, profiling, and analysis. Benefits Base salary range: $124,000–$195,500 for Level2; $152,000–$241,500 for Level3. Eligible for equity and benefits. We offer a comprehensive benefits package. Equal Opportunity NVIDIA is proud to be an equal opportunity employer. We do not discriminate on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law. #J-18808-Ljbffr