Senior Deep Learning Performance Architect
About The Position
We are now looking for a Senior Deep Learning Performance Architect! NVIDIA seeks a Senior DL Performance Architect to join our group of pioneers who enjoy pushing AI Inference performance boundaries. Our team focuses on ambitious hardware-software co-design to speed AI Inference workloads. This role gives an outstanding opportunity to develop world-class performance strategies, guide future GPU architecture decisions, and lead AI innovation. If you are passionate about AI efficiency Pareto curves, have a proven record of modeling LLM performance and architecting AI systems, and enjoy optimizing every cycle, this role may be perfect for you!
Requirements
- A MS or PhD in a relevant field (CS, EE, Math) or equivalent experience, with 5+ years of relevant experience
- Strong mathematical foundation in machine learning and deep learning
- Expert programming skills in C, C++, and/or Python
- Familiarity with GPU computing (CUDA or similar) and HPC (MPI, OpenMP) stack
- Strong knowledge and coursework in computer architecture
Nice To Haves
- Background with systems-level performance modeling, profiling, and analysis
- Experience in characterizing and modeling system-level performance, accomplishing comparison studies, and documenting and publishing results
- Background in improving AI Inference workloads by developing CUDA kernels or compilers for custom ASIC hardware
Responsibilities
- Design novel GPU and system architectures to advance the forefront of AI Inference performance and efficiency
- Construct, investigate, and test popular deep learning algorithms and applications
- Understand and analyze the relationship between hardware and software architectures as it influences future algorithms and applications
- Build efficient power and performance models of AI inference stack, while capturing minimal but significant information to guide next-gen HW architecture
- Collaborate across the company to guide the direction of AI, working with software, research, and product teams
Benefits
- You will also be eligible for equity and benefits
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What This Job Offers
Job Type
Full-time
Career Level
Senior
