Staff Software Engineer driving development of Cloudera's AI and machine learning platform. Collaborating with cross - functional teams to create scalable enterprise applications.
NV
Hybrid Senior Deep Learning Software Engineer, PyTorch - TensorRT Performance
Posted 4 months ago
About the role
- Senior Deep Learning Software Engineer focused on optimizing PyTorch with TensorRT for NVIDIA accelerators. Collaborating with diverse teams to enhance performance in generative AI and more.
Responsibilities
- Analyze performance issues and identify performance optimization opportunities inside Torch-TensorRT/TensorRT.
- Contribute features and code to NVIDIA/OSS inference frameworks including but not limited to Torch-TensorRT/TensorRT/PyTorch.
- Work with cross-collaborative teams inside and outside of NVIDIA across generative AI, automotive, robotics, image understanding, and speech understanding to develop innovative inference solutions.
- Scale performance of deep learning models across different architectures and types of NVIDIA accelerators.
Requirements
- Bachelors, Masters, PhD, or equivalent experience in relevant fields (Computer Science, Computer Engineering, EECS, AI).
- At least 4 years of relevant software development experience.
- Excellent Python/C++ programming, software design and software engineering skills.
- Experience with a DL framework like PyTorch, JAX, TensorFlow.
- Experience with performance analysis and performance optimization.
Benefits
- Equity
- Benefits
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