Jobs · Engineering · California

Senior Staff Power Performance Architect Accelerator Design

d-Matrix · Santa Clara, CA · Yesterday
HybridEngineeringFull-time

What You Will Do

  • Responsible for pre-silicon power estimation of the blocks in design.
  • Includes both RTL power estimation and Physical design power estimation of the blocks.
  • Work with front-end and DV engineers to identify windows of power activity in the design.
  • Work with the RTL team to ensure feedback from the estimation is implemented and results in optimizing power.
  • Build an architectural power estimation tool for AI workloads to compute power based on system configuration and die level metrics.
  • This includes workload profiling using external/internal memory size, bandwidth, gate counts, of compute/memory blocks.
  • Work with frontend architects and backend design to compile the performance monitor availability, system requirements, usage etc.
  • Your analysis will be used to improve hardware capabilities as well as die modifications to include performance monitoring/boosting features.
  • Work with the frontend team to integrate feedback from the analysis into the design.
  • Design of micro-architecture and RTL, synthesis, logic and physical power performance verification using leading edge CAD tools and semiconductor process technologies.
  • Design and Implement performance enabling and power saving/monitoring functions that enable efficient design, test and debug.
  • Participate in silicon bring-up and validation.

What You Will Bring

  • Master’s degree in electrical engineering, Computer Engineering or Computer Science.
  • Understand Power, Performance, micro-architecture, RTL, Physical design, focused on digital system and IC design.
  • Good understanding of ASIC design flow including RTL design, verification, logic synthesis and physical design.
  • Exposure to Power estimation, Performance metrics is valuable.
  • Additional exposure to different system/IC design points such as TDP, PMAX, EDP, Peak, Average is valuable.
  • Familiarity with DFS, DVFS, AFS, AVFS, is valuable.
  • Familiarity with PDN, resonance, Z(f), droop analysis, is valuable.

Required Qualifications

  • IC design Fundamentals: Understanding of IC design flow (Arch -> uarch -> RTL -> Schematic -> Layout -> Verification -> Fabrication -> HVM) and familiarity with at least one EDA tool for power estimation.
  • Comfortable in traversing and context switching between RTL, Physical design, and Automation.
  • Improve design execution productivity by building script utilities and deploy usage across the design team.
  • Programming Skills: Comfortable with TCL, Python.
  • Experience with libraries, APIs, data parsing, and algorithmic thinking.
  • Strong willingness to contribute and be self-motivated.
  • Ready to pick up new design activities, modify things and iterate at a fast cadence, use engineering judgement to make design calls, prefer action over advice.

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