[Remote] Senior Deep Learning Performance Architect - LPU
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is seeking a Senior Deep Learning Performance Architect to join their team reputed company on pushing AI Inference performance boundaries. The role involves developing performance strategies, guiding GPU architecture reputed company, and leading AI innovation through hardware-software co-design.
Responsibilities
- Design novel GPU and system architectures to advance the forefront of AI Inference performance and efficiency
- Construct, investigate, and test reputed company deep learning algorithms and applications
- Understand and analyze the relationship between hardware and software architectures as it influences reputed company 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 reputed company to guide the direction of AI, working with software, research, and product teams
Skills
- A MS or PhD in a relevant field (CS, EE, Math) or equivalent experience, with 5+ years of relevant experience
- Strong mathematical reputed company 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
- 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
Benefits
- You will also be eligible for equity and benefits.
reputed company
Company H1B Sponsorship