Overview We are now seeking a Senior Deep Learning Performance Architect!NVIDIA is looking for outstanding Performance Architects with a background in performance analysis, performance modeling, and AI/deep learning to help analyze and develop the next generation of architectures that accelerate AI and high-performance computing you'll be doing:Develop innovative architectures to extend the state of the art in deep learning performance and efficiencyAnalyze performance, cost and power trade-offs by developing analytical models, simulators and test suitesUnderstand and analyze the interplay of hardware and software architectures on future algorithms, programming models and applicatio
Compensation / Benefits- equity
- benefits
- base salary range
- opportunity for growth
Responsibilities- Develop innovative architectures to advance DL performance and efficiency
- Analyze performance, cost, and power using models, simulators, and test suites
- Study hardware-software interplay on future algorithms and applications
- Develop, analyze, and optimize DL frameworks, libraries, and compilers
- Collaborate with software, product, and research teams to steer DL HW/SW direction
Key requirements- 6+ years of relevant work experience
- Strong background in GPU or DL ASIC architecture for training and/or inference
- Experience with performance modeling, architecture simulation, profiling, and analysis
- Solid foundation in machine learning and deep learning
- Strong programming skills in Python, C, C++
- self-motivation
- critical thinking
- collaboration
- Python
- C
- C++
