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Senior DFT Methodology Data Analytics Engineer
Senior DFT Methodology Data Analytics Engineer-November 2024
Santa Clara
Nov 23, 2024
ABOUT NVIDIA
NVIDIA is a computing platform company, innovating at the intersection of graphics, HPC, and AI.
10,000+ employees
Technology
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About Senior DFT Methodology Data Analytics Engineer

  NVIDIA has continuously reinvented itself over two decades. Our invention of the GPU in 1999 sparked the growth of the PC gaming market, redefined modern computer graphics, and revolutionized parallel computing. More recently, GPU deep learning ignited modern AI — the next era of computing. NVIDIA is a “learning machine” that constantly evolves by adapting to new opportunities that are hard to solve, that only we can tackle, and that matter to the world. This is our life’s work , to amplify human imagination and intelligence. Make the choice to join us today.

  In this exciting Senior Data Analytics Engineer - DFT Methodology engineering role, you will have the opportunity to help shape NVIDIA's DFT endeavors, and ultimately all of our hardware ranging from GPU's, chips, DGX, AV, robotics and more using data analytics and machine learning technologies. Design-for-Test Engineering at NVIDIA works on groundbreaking innovations involving crafting creative solutions for DFT architecture, verification and post-silicon validation on some of the industry's most complex semiconductor chips.

  What you'll be doing:

  As a senior member in our team, you will work with pre-silicon and post-silicon data analytics - visualization, insights and modeling.

  Partner with multi-functional teams, implementing brand-new methodologies for improving our outgoing quality of chips including advanced fault modeling and Silicon Lifecycle Management.

  You will work on hard-to-solve problems in the Design For Test space which will involve application of algorithm design, using statistical tools to analyze and interpret complex datasets and explorations using Applied AI methods.

  In addition, you will help develop and deploy DFT methodologies for our next generation products while also exploring LLM-based solutions.

  Help mentor junior engineers on test designs and trade-offs including cost and quality.

  What we need to see:

  BSEE (or equivalent experience) with 8+, MSEE with 6+, or PhD with 4+ years of experience in low-power DFT, Data Visualization, Applied Machine Learning or Database Management.

  Understanding of fundamental DFT topics, such as, fault modeling, ATPG and fault simulation.

  Experience in advanced fault models and Silicon Data Corruption is a plus.

  Background in application of AI for EDA-related problem-solving is a plus.

  Excellent knowledge in using statistical tools for data analysis & insights.

  Good exposure to multi-functional areas including RTL & clocks design, STA, place-n-route and power.

  Experience in Silicon debug and bring-up on the ATE or SLT platforms.

  Strong programming and scripting skills in Perl, Python, C++ or Tcl desired.

  Outstanding written and oral communication skills with the curiosity to work on rare challenges.

  NVIDIA offers highly competitive salaries and a comprehensive benefits package. We have some of the most brilliant and talented people in the world working for us and, due to unprecedented growth, our world-class engineering teams are growing fast. If you're a creative and autonomous engineer with real passion for technology, we want to hear from you!

  The base salary range is 168,000 USD - 287,500 USD. Your base salary will be determined based on your location, experience, and the pay of employees in similar positions.

  You will also be eligible for equity and benefits (https://www.nvidia.com/en-us/benefits/) . NVIDIA accepts applications on an ongoing basis.

  NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.

  NVIDIA is a Learning Machine

  NVIDIA pioneered accelerated computing to tackle challenges no one else can solve. Our work in AI and the metaverse is transforming the world's largest industries and profoundly impacting society.

  Learn more about NVIDIA .

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