Used Tools & Technologies
Not specified
Required Skills & Competences ?
Python @ 7 Algorithms @ 4 Parallel Programming @ 4 LLM @ 7 PyTorch @ 4 CUDA @ 4 GPU @ 4Details
NVIDIA is seeking an outstanding Senior Deep Learning Performance Architect with expertise in performance and energy modeling, architecture simulation, and profiling. The role focuses on analyzing and developing next-generation architectures to accelerate AI and high-performance computing applications.
Responsibilities
- Develop innovative architectures to advance deep learning performance and efficiency
- Prototype key deep learning algorithms and applications
- Analyze performance, cost, and energy trade-offs using analytical models, simulators, and test suites
- Characterize power and performance on silicon parts and translate findings to architecture features and simulators
- Understand the interaction of hardware and software architectures on future algorithms, programming models, and applications
- Collaborate actively with software, product, and research teams to guide deep learning hardware and software direction
Requirements
- Master’s degree (or equivalent experience) with 6+ years relevant experience, or PhD with 3+ years in Computer Science, Electrical Engineering, Computer Engineering, or related fields
- Strong foundation in deep learning model architectures and workload analysis, especially LLM decode architectures and performance trade-offs
- Experience with performance and energy modeling, power architecture, architecture simulation, profiling, analysis, and visualization
- Strong programming skills in Python and C++
Ways to Stand Out
- Background in GPU computing and parallel programming models such as CUDA
- Experience with deep neural network training, inference, and optimization using leading frameworks like PyTorch and JAX
About NVIDIA
NVIDIA is "the AI computing company," powering intelligent machines through GPU-accelerated deep learning. NVIDIA's GPUs run AI algorithms enabling computers, robots, and self-driving cars to perceive and understand the world. The company offers highly competitive salaries and comprehensive benefits.
Benefits
Employees are eligible for equity and a full benefits package.
NVIDIA promotes a diverse work environment and is an equal opportunity employer, ensuring fairness regardless of race, gender, religion, or other protected characteristics.