AI TLM Performance Modeling

$162,000 – $243,000 · Posted 7 days ago

San DiegoLast seen 5 days ago

Summary

Design and develop performance modeling platforms and tools for Qualcomm's AI/ML hardware accelerators targeting cloud data server applications. Analyze and optimize LLM and AI workloads on SoC architectures, working across hardware architecture, DDR memory controllers, NoC design, and compiler frameworks. Collaborate with multi-disciplinary hardware and systems engineers to find optimal architecture tradeoffs and improve performance and power efficiency. Apply deep expertise in AI workloads, ML frameworks, computer architecture, and RTL design/verification to build systems that validate LLMs and complex ML networks.

Data Science AI C++Machine Learning Python Ddr Memory Controller Gcc Llvm Noc Design PyTorch Rtl Design Rtl Verification Soc Architecture Systemc TensorFlow Tlm2 0