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Senior Deep Learning Software Engineer, cuDNN
1 month ago
We're seeking a highly skilled Senior Deep Learning Software Engineer to join our cuDNN team at NVIDIA. As a key member of our team, you'll play a crucial role in designing, building, and shipping our GPU-accelerated library of primitives for deep neural networks.
About the RoleAs a Senior Deep Learning Software Engineer, you'll be responsible for developing production-quality software that ships as part of NVIDIA's AI software stack, including cutting-edge large language model support. You'll analyze the performance of important workloads, tune our current software, and propose improvements for future software.
You'll work closely with cross-collaborative teams of deep learning software engineers and GPU architects to innovate across applications like large language models, autonomous driving, computer vision, and recommender systems. Your expertise will be essential in adapting to the constantly evolving AI industry, contributing to API design, software architecture, testing, and GPU kernel development.
You'll also have the opportunity to mentor junior engineers on the team and contribute to the growth and development of our team's expertise.
Requirements- M.S. Degree in Computer Science, Electrical Engineering (or similar), or equivalent experience.
- 4+ years of relevant work or research 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, especially in large language models.
- Experience designing high-level software architecture.
- Excellent problem-solving skills, including applications of algorithms and data structures.
- 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.
- Strong experience with data science, statistical analysis, and visualization.
- Previous work on large complex codebases with many other developers, especially libraries, compilers, or system software.
- Track record of identifying new technologies and incorporating them into software development flows.
NVIDIA offers a competitive base salary range of $180,000 - $339,250 USD, determined based on your location, experience, and the pay of employees in similar positions. You'll also be eligible for equity and benefits.
We're committed to fostering a diverse work environment and 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.
