Senior Ai/ml Engineer

AMD AMD · Semiconductors · Austin, TX · Engineering

Senior AI/ML Engineer at AMD to build, scale, and deploy an AI-assisted silicon design framework. The role involves designing and developing an agentic ecosystem using advanced reasoning, RAG, and tool execution for IP development tasks, transforming AI prototypes into reliable, enterprise-grade engineering solutions. Focus is on robustness, predictability, scalability, deterministic guardrails, error handling, and performance optimization for silicon production.

What you'd actually do

  1. Design and deploy modular AI agent architectures capable of task decomposition, structured tool usage, and iterative code generation across the spec-to-RTL lifecycle
  2. Develop and optimize multi-step agent workflows, including prompt orchestration, context management, and state handling for complex engineering tasks
  3. Build and scale hybrid retrieval systems, including RAG pipelines and knowledge graphs, to ground AI agents in hardware specifications, protocols, and architectural data
  4. Develop closed-loop automation systems that enable AI agents to interpret and respond to compiler errors and EDA tool outputs (e.g., lint, simulation) for iterative design refinement
  5. Build and maintain secure, low-latency infrastructure to integrate LLMs with external tools using Model Context Protocol (MCP) and custom APIs

Skills

Required

  • Python
  • C++
  • Go
  • LangChain
  • AutoGen
  • CrewAI
  • API development
  • LLM integration
  • Model Context Protocol (MCP)

Nice to have

  • Foundational understanding of silicon IP design and verification workflows
  • Verilog/SystemVerilog
  • digital design concepts
  • EDA tools (e.g., Synopsys, Cadence, Siemens)
  • Linux-based development environments

What the JD emphasized

  • robustness, predictability, and scalability
  • deterministic guardrails, error handling, and performance optimization
  • auditable, reliable, and production-ready

Other signals

  • AI agents
  • RAG
  • tool execution
  • enterprise-grade engineering solutions
  • production-ready