Power Methodology and Modeling Engineer - New College Grad 2024

NVIDIA is the world leader in accelerated computing, pioneering AI and digital twins technology.
$108,000 - $212,750
Backend
Entry-Level Software Engineer
In-Person
AI · Enterprise SaaS · Hardware

Description For Power Methodology and Modeling Engineer - New College Grad 2024

NVIDIA, the world leader in accelerated computing, is seeking a Power Methodology and Modeling Engineer to join their Architecture Energy Modeling Team. This role offers an exciting opportunity for new college graduates to work on next-generation GPUs, CPUs, and Tegra SOCs.

As a team member, you'll collaborate with various engineering teams to study and implement energy modeling techniques. Your work will directly impact understanding energy usage in graphics and AI workloads, leading to improvements in architecture, design, and power management. The position offers a competitive salary range of $108,000 - $212,750, along with equity and benefits.

The role combines hardware engineering with software development, requiring expertise in Python and C++. You'll be responsible for developing tools and methodologies for data generation, implementing power models, and working with ML techniques to optimize energy efficiency. This position is perfect for candidates with a strong foundation in VLSI, digital design, and computer architecture.

NVIDIA offers an innovative and encouraging environment where you'll work alongside some of the technology world's most forward-thinking professionals. The company is at the forefront of AI and accelerated computing, making this an excellent opportunity for someone passionate about contributing to groundbreaking technology development.

The position is available in prime tech hubs - Santa Clara, CA and Austin, TX, offering the chance to work in person with industry-leading teams. NVIDIA's commitment to diversity and inclusion, combined with their position as a technology leader, makes this an ideal role for new graduates looking to make a significant impact in the semiconductor industry.

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Responsibilities For Power Methodology and Modeling Engineer - New College Grad 2024

  • Define and implement tools for data generation from post layout netlists
  • Develop tools and infrastructure to sanitize metrics for correlation accuracy
  • Implement tools for power models integration with performance tools
  • Optimize runtime and memory of existing flows and tools
  • Mine data from pre- and post-silicon performance runs
  • Work with various teams on infrastructure development
  • Experiment with ML techniques for design questions
  • Enable efficient database storage and retrieval
  • Enable data visualization using PowerBI and OpenSearch

Requirements For Power Methodology and Modeling Engineer - New College Grad 2024

Python
  • MS or PhD in related fields or equivalent experience
  • Strong coding skills in Python, C++
  • Algorithm analysis and complexity understanding
  • Understanding of VLSI, digital design, and computer architecture
  • Knowledge of power and energy consumption concepts
  • Understanding of chip design process
  • Background in machine learning and statistical modeling is a plus
  • Quantitative decision-making skills

Benefits For Power Methodology and Modeling Engineer - New College Grad 2024

Equity
  • Equity
  • Benefits package

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