We are now looking for a Senior Performance Analysis Automation Architect for DL Inference:
NVIDIA has been transforming computer graphics, PC gaming, and accelerated computing for more than 25 years. It’s a unique legacy of innovation that’s fueled by great technology—and amazing people. Today, we’re tapping into the unlimited potential of AI to define the next era of computing. An era in which our GPU acts as the brains of computers, robots, and self-driving cars that can understand the world. Doing what’s never been done before takes vision, innovation, and the world’s best talent. As an NVIDIAn, you’ll be immersed in a diverse, supportive environment where everyone is inspired to do their best work. Come join the team and see how you can make a lasting impact on the world.
What you'll be doing:
What we need to see:
Develop tools and workflows for rapid profiling, analysis and optimization of AI inference performance
Assemble and visualize profiling and simulator data in order to provide immediate insight into potential opportunities for improvement
Collaborate with production teams to exploit these opportunities
Create data stores of key performance characteristics, and provide a means of mining this data for meaningful insights
Ways to stand out from the crowd:
MS or PhD in Computer Science or Computer Engineering (or equivalent experience)
5 years of relevant industry experience
Strong programming skills in Python, C, C++
Experience modeling, profiling, analyzing and tuning application performance
A strong foundation in machine learning and deep learning
Solid understanding of computer architecture
Experience with GPU Computing and parallel programming models such as CUDA and OpenCL
A demonstrated ability to distill meaningful insight from large amounts of data, employing industry-standard tools such as Pandas, Elastic Search and SQL
Background with deep neural network training, inference and optimization in leading frameworks (e.g. PyTorch, Tensorflow, TensorRT)
Widely considered to be one of the technology world’s most desirable employers, NVIDIA offers highly competitive salaries and a comprehensive benefits package. As you plan your future, see what we can offer to you and your family at www.nvidiabenefits.com/
We have some of the most forward-thinking and hardworking people in the world working for us. If you're creative, motivated, and love a challenge, we want to hear from you!
NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) 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.