AI/ML DFT Architect & Project Lead

Advanced Micro Devices, Inc.

Santa Clara (CA)

On-site

USD 180,000 - 240,000

Full time

14 days+
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Job summary

Advanced Micro Devices, Inc. (AMD) seeks an AI/ML Project Lead to drive production-quality AI solutions for DFX design and verification.

You will partner with DFT, DFD, CAD, design and software teams to translate engineering knowledge into deployable AI capabilities and lead projects from concept to deployment. You will shape strategy, establish guardrails and MLOps practices, and mentor engineers while integrating AI agents with EDA flows.

Qualifications

  • Extensive experience in DFT/DFD architecture, design, verification or methodology for high-performance SoCs/IP.
  • Hands-on experience deploying AI/ML in production environments.
  • Experience with agentic AI systems, tooling, and orchestration.
  • Strong Python development with AI/ML frameworks; knowledge of ML lifecycle practices.

Responsibilities

  • Lead AI/ML and agentic AI initiatives for DFT/DFD design and verification workflows.
  • Integrate AI agents with DFX design flows, EDA tools and data sources.
  • Develop AI-enabled predictive models and automation for DFT challenges.
  • Drive MLOps practices, monitoring, and deployment of AI solutions.
  • Coordinate cross-functional plans and communicate progress to leadership.

Skills

DFT/DFD architecture leadership
Python development
Production AI/ML
Cross-functional leadership
MLOps & DevOps

Education

BSEE / MSEE / Computer Science or equivalent

Tools

EDA tools
CI/CD pipelines
Perl/Tcl/Shell scripting
PyTorch/T TensorFlow

Job description

Advanced Micro Devices, Inc. (AMD) seeks an AI/ML Project Lead to drive production-quality AI solutions for DFX design and verification.

You will partner with DFT, DFD, CAD, design and software teams to translate engineering knowledge into deployable AI capabilities and lead projects from concept to deployment. You will shape strategy, establish guardrails and MLOps practices, and mentor engineers while integrating AI agents with EDA flows.

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