Senior Deep Learning Performance Architect
Location
United States
Level
Senior
Department
Design
Type
Full - Time
Salary
Job Description
Posted on:
April 5, 2023
We are now looking for a Senior Deep Learning Performance Architect! NVIDIA is seeking outstanding Performance Analysis Architects with a background in the following to help analyze and develop the next generation of architectures that accelerate AI and high-performance computing applications.
Responsibilities
- Develop innovative architectures to extend the state of the art in deep learning performance and efficiency
- Prototype key deep learning and data analytics algorithms and applications
- Analyze performance, cost and power trade-offs by developing analytical models, simulators and test suites
- Understand and analyze the interplay of hardware and software architectures on future algorithms, programming models and applications
- Actively collaborate with software, product and research teams to guide the direction of deep learning HW and SW
Job Requirements
- MS or PhD in Computer Science, Computer Engineering, Electrical Engineering or equivalent experience
- 6+ years of meaningful work experience
- Strong foundation in machine learning and deep learning
- Expert programming skills in Python, C, C++
- Strong background in computer architecture
- Experience with performance modeling, architecture simulation, profiling, and analysis
