英伟达Principal On-Device Model Inference Optimization Engineer

工作描述

任职要求
• MSc or PhD in Computer Science, Engineering, or a related field, or equivalent experience.
• Over 10 years of confirmed experience specializing in model inference and optimization.
• 15+ overall years of work experience in a relevant area
• Expertise in modern machine learning frameworks, particularly PyTorch, ONNX, and TensorRT.
• Proven experience in optimizing inference for transformer and convolutional architectures.
• Strong programming proficiency in CUDA, Python, and C++.
• In-depth knowledge of optimization techniques, including quantization, pruning, distillation, and hardware-aware neural architecture search.
• Skilled in building and deploying scalable, cloud-based inference systems.
• Passionate about developing efficient, production-ready solutions with a strong focus …