Architecture Energy Modeling Engineer
Core
Develop energy models for NVIDIA GPUs and Tegra SOCs to analyze and reduce power consumption, integrating models into architectural simulators and emulation platforms.
Role type
Senior IC architecture energy modeling engineer
Builds
Energy-efficient GPU architectures and power management methodologies
Domain
Semiconductor / Computer Architecture / Energy Efficiency
Deliverable
production ML models
Required skills
Python, C++, Machine Learning, Statistical Modeling, Algorithm Analysis, Verilog, ASIC Design Principles
Preferred skills
RTL Simulation, Emulation Platforms, Floorplan and Layout Analysis
Technologies
Python, C++, Verilog, ML frameworks
Responsibilities
Develop methodologies to select and run workloads to train energy models using ML/statistical techniques; Correlate predicted energy from models across design stages to bridge estimates to silicon; Prototype new architectural features and analyze system energy impact; Debug energy inefficiencies in silicon, RTL, and simulators; Integrate energy models into architectural simulators and emulation platforms.
Seniority
Senior, hands-on IC
