Push the limits of energy efficiency using advanced analytics and AI, including LLMs trained specifically for power analysis
Job Summary
Push the limits of energy efficiency using advanced analytics and AI, including LLMs trained specifically for power analysis.
Develop and productionize power-aware models and flows, including ML/RL-based techniques for anomaly detection, dynamic power management, and design-space exploration.
Apply AI to power optimization: build and deploy data-driven models—using machine learning, reinforcement learning, data analytics, and custom LLMs—to recommend or automatically tune power-efficient configurations and policies.
Matching Summary
Push the limits of energy efficiency using advanced analytics and AI, including LLMs trained specifically for power analysis.
Salary
Base: 136,000 USD - 264,500 USD; Bonus/Equity: Not specified; Benefits: Not specified
Skills & Requirements
Must-have
Power analysis and optimization
AI/ML for power modeling
LLMs for power analysis
Verilog and ASIC design
Python, Perl, C++ automation
Nice-to-have
Data-driven decision making
Cross-functional collaboration
Engineering copilots for EDA
Key Requirements
MS or equivalent experience and 5 years experience OR PhD + 3 years experience
Strong understanding of energy consumption
Familiarity with Verilog and ASIC design principles