Senior DFT Methodology - Data Analytics Engineer

1 Month ago • 3-7 Years • Research & Development

Job Summary

Job Description

NVIDIA seeks a Senior DFT Methodology - Data Analytics Engineer to contribute to pre-silicon and post-silicon data analytics, visualization, insights, and modeling. Responsibilities include implementing new methodologies for improving chip quality, advanced fault modeling, and Silicon Lifecycle Management. This role involves solving complex problems in the Design For Test space using algorithm design, statistical tools, and AI methods. The engineer will also develop and deploy DFT methodologies for next-generation products, explore LLM-based solutions, and mentor junior engineers.
Must have:
  • BSEE/MSEE/PhD with relevant experience
  • DFT fundamentals (fault modeling, ATPG, fault simulation)
  • Data analysis & visualization skills
  • Programming skills (Python, C++, etc.)
  • Excellent communication skills
Good to have:
  • Advanced fault models & Silicon Data Corruption experience
  • AI for EDA problem-solving
  • RTL & clocks design, STA, place-n-route, power knowledge
  • Silicon debug & bring-up experience
  • Experience with Perl or Tcl

Job Details

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.

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.

  • You will work 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.

  • You will also help mentor junior engineers on test designs and trade-offs including cost and quality.

What we need to see:

  • BSEE (or equivalent experience) with 7+, MSEE with 5+, or PhD with 3+ 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.

  • Experience 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.

Similar Jobs

Western Digital - Data Scientist

Western Digital

Prachin Buri, Thailand (On-Site)
2 Months ago
Grab - Lead Data Scientist

Grab

Bengaluru, Karnataka, India (On-Site)
1 Week ago
NVIDIA - VLSI Physical Design Engineer - New College Grad 2025

NVIDIA

Massachusetts, United States (On-Site)
1 Month ago
bytedance - Research Engineer Graduate (Vision AI Platform)

bytedance

San Jose, California, United States (On-Site)
3 Months ago
GoDaddy - Senior Machine Learning Scientist

GoDaddy

London, England, United Kingdom (Hybrid)
2 Weeks ago
Thales - Avionics Software Developer

Thales

Bengaluru, Karnataka, India (Hybrid)
8 Months ago
Krafton - Jr. Privacy Manager

Krafton

Seoul, South Korea (On-Site)
2 Months ago
NVIDIA - IO Validation Methodology Design Engineer

NVIDIA

Shanghai, Shanghai, China (On-Site)
2 Months ago
bytedance - SOC Prototype FW Engineer- Pico - San Jose

bytedance

San Jose, California, United States (On-Site)
5 Months ago
rivos - Silicon Logic Formal Verification - Full Time

rivos

Portland, Oregon, United States (Hybrid)
7 Months ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

NVIDIA - Deep Learning Performance Architect

NVIDIA

Shanghai, Shanghai, China (On-Site)
4 Months ago
NVIDIA - Senior Python Software Engineer, Security

NVIDIA

Bengaluru, Karnataka, India (Hybrid)
1 Month ago
bytedance - Research Engineer Intern

bytedance

Seattle, Washington, United States (On-Site)
1 Month ago
bytedance - Research Scientist Graduate (High-Performance Computing (Inference Optimization) - Vision AI Platform)

bytedance

Seattle, Washington, United States (On-Site)
1 Month ago
bytedance - Research Scientist in Foundation Model (Music) - 2025 Start (PhD)

bytedance

San Jose, California, United States (On-Site)
7 Months ago
Zazz - Artificial Intelligence Engineer

Zazz

(Remote)
3 Months ago
Canva - Senior Machine Learning Engineer - Photo AI

Canva

Prague, Czechia (Remote)
4 Months ago
NVIDIA - Senior Solutions Architect, Omniverse Platform

NVIDIA

Shanghai, Shanghai, China (On-Site)
4 Months ago
bytedance - Student Researcher (Doubao (Seed) - Foundation Model - MultiModal Generative Model)

bytedance

San Jose, California, United States (On-Site)
2 Months ago
NVIDIA - Senior Solutions Architect, Global Partner Team

NVIDIA

Canada (On-Site)
4 Months ago

Get notifed when new similar jobs are uploaded

Jobs in Shanghai, Shanghai, China

Moloco - Strategy & Operations Manager

Moloco

Beijing, China (On-Site)
1 Week ago
NVIDIA - Senior Solution Architect - Hardware

NVIDIA

Beijing, Beijing, China (On-Site)
4 Months ago
Riot Games - Manager, Software Engineering

Riot Games

Shanghai, Shanghai, China (On-Site)
2 Months ago
undefined - Scenario mode FO

Beijing, Beijing, China (On-Site)
10 Months ago
Virtuos - Senior System Designer

Virtuos

China (On-Site)
1 Month ago
Qualcomm - Automotive Software Project Engineer for Multimedia

Qualcomm

Shanghai, China (On-Site)
4 Weeks ago
Ubisoft - Economic Designer

Ubisoft

Shanghai, Shanghai, China (On-Site)
2 Months ago
Lilith games - Employer Branding Specialist

Lilith games

Shanghai, China (On-Site)
4 Days ago
Animoca Brands - Game Developer

Animoca Brands

China (Remote)
7 Months ago
Tencent - Multimedia Design Manager

Tencent

Shenzhen, Guangdong Province, China (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

Research & Development Jobs

bytedance - Software Engineer, Inference

bytedance

Seattle, Washington, United States (On-Site)
7 Months ago
Actian - C Engineer - Bangalore/Pune

Actian

Bengaluru, Karnataka, India (On-Site)
7 Months ago
Tesla - Senior Power Electronics Engineer

Tesla

Baden-Württemberg, Germany (On-Site)
3 Months ago
bytedance - Research Engineer Intern (Doubao (Seed) - Machine Learning System) - 2025 Summer (PhD)

bytedance

San Jose, California, United States (On-Site)
7 Months ago
Google - Imaging System Architect

Google

Mountain View, California, United States (On-Site)
1 Month ago
bytedance - Machine Learning Engineer Intern (Search-TikTok Recommendation)

bytedance

San Jose, California, United States (On-Site)
2 Months ago
Google - Silicon Subsystems RTL Design Engineer

Google

Bengaluru, Karnataka, India (On-Site)
1 Month ago
Starkflow - Specialist

Starkflow

Bengaluru, Karnataka, India (On-Site)
2 Months ago
bytedance - Algorithm Engineer - Audio Understanding

bytedance

Singapore (On-Site)
7 Months ago
NVIDIA - Principal Engineer - DL and AI Software

NVIDIA

Santa Clara, California, United States (On-Site)
4 Months ago

Get notifed when new similar jobs are uploaded

About The Company

Since its founding in 1993, NVIDIA (NASDAQ: NVDA) has been a pioneer in accelerated computing. The company’s invention of the GPU in 1999 sparked the growth of the PC gaming market, redefined computer graphics, ignited the era of modern AI and is fueling the creation of the metaverse. NVIDIA is now a full-stack computing company with data-center-scale offerings that are reshaping industry.

Santa Clara, California, United States (On-Site)

Massachusetts, United States (On-Site)

Santa Clara, California, United States (On-Site)

Santa Clara, California, United States (On-Site)

Santa Clara, California, United States (On-Site)

Texas, United States (On-Site)

Santa Clara, California, United States (Hybrid)

Santa Clara, California, United States (Hybrid)

Pune, Maharashtra, India (On-Site)

Taipei City, Taiwan (On-Site)

View All Jobs

Get notified when new jobs are added by NVIDIA

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug