Software Developer, Deep Learning
1 month ago
We are seeking highly skilled software engineers to join our team at NVIDIA, where we are pushing the boundaries of artificial intelligence and deep learning. As a software engineer on our cuDNN team, you will have the opportunity to work on cutting-edge projects and contribute to the development of our GPU-accelerated library of primitives for deep neural networks.
Key Responsibilities:- Develop high-quality software that ships as part of NVIDIA's AI software stack, including optimized large language model (LLM) support.
- Analyze the performance of important workloads, tuning our current software, and proposing improvements for future software.
- Collaborate with cross-functional teams of deep learning software engineers and GPU architects to innovate across applications like generative AI, autonomous driving, computer vision, and recommender systems.
- Stay up-to-date with the latest trends in machine learning and adapt to the constantly evolving AI industry.
- Mentor junior engineers on the team.
- M.S. degree in computer science (or similar) or equivalent experience.
- Strong programming skills in C/C++ development, work experience with CUDA development, and familiarity with Python.
- Good understanding of linear algebra.
- Familiarity with the latest trends in machine learning.
- Experience designing high-level software architecture.
- Experience with performance analysis, profiling, and code optimization.
- Ability to work independently, define project goals and scope, and lead your own development effort.
- GPU programming and optimization expertise (e.g. CUDA or OpenCL).
- Practical experience with machine learning, especially deep learning.
- Experience with computer architecture and building performance models for CPUs, GPUs, or other accelerators.
- Excellent problem-solving skills, including applications of algorithms and data structures.
- Strong experience with data science, statistical analysis, and visualization.
We are looking for talented software engineers who are passionate about AI and deep learning. If you are interested in joining our team and contributing to the development of cutting-edge AI software, please submit your application.
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