Ai/ml Silicon Verification Solutions Engineer – Tools

AMD AMD · Semiconductors · San Jose, CA · Engineering

Seeking a Design Verification Engineer to develop and deploy LLM-powered tools, AI agents, and automated workflows to accelerate hardware verification productivity and improve design quality. This role focuses on applying AI/ML to semiconductor verification challenges, building AI-assisted verification environments, and integrating AI-driven tools into CI/CD pipelines.

What you'd actually do

  1. Develop and refine ML/AI-driven strategies to automate specification analysis, RTL/Testbench generation, and intelligent debug cycles.
  2. Build and deploy sophisticated AI Agents using Model Context Protocol (MCP) servers to bridge the gap between LLMs and internal engineering tools.
  3. Architect and maintain high-performance development setups utilizing AI-native IDEs and extensions.
  4. Write clean, scalable, and maintainable code for verification infrastructure, data mining, and internal web frameworks.
  5. Deploy AI-driven tools across cloud infrastructures (AWS, GCP, Azure, OCI) and integrate them into automated CI/CD pipelines

Skills

Required

  • Python
  • C/C++
  • Object-Oriented Perl
  • Object-Oriented Programming (OOP)
  • databases
  • web frameworks
  • SystemVerilog
  • UVM
  • Assertions
  • Git
  • Perforce

Nice to have

  • AWS
  • GCP
  • Azure
  • OCI
  • CI/CD
  • Jenkins
  • GitHub Actions
  • hardware description and verification languages

What the JD emphasized

  • transforming hardware design verification through Generative AI and intelligent automation
  • AI-assisted and self-verifying verification environments
  • applying AI/ML technologies to complex engineering problems
  • push the boundaries of verification methodologies by leveraging modern AI techniques and automation
  • AI-Enhanced Verification
  • Agentic Frameworks
  • AI-native IDEs

Other signals

  • AI-powered tools
  • AI agents
  • automated workflows
  • LLM-powered tools
  • AI-assisted verification environments