Firmware Validation AI Intern

Intel · Semiconductors · Shanghai, China

This intern role focuses on AI agent development, including designing autonomous agents, integrating tools and APIs, building RAG systems, orchestrating multi-agent collaboration, and implementing performance monitoring. It requires familiarity with agent frameworks like LangChain and an understanding of LLM architectures, prompt engineering, and RAG techniques. The role also involves traditional firmware validation tasks like test case development and issue investigation.

What you'd actually do

  1. AI Agent Development: Design and implement autonomous AI agents using frameworks like LangChain, or custom agent architectures
  2. Tool Integration and Development: Build and integrate AI tools, APIs, and plugins that enhance agent capabilities and user workflows
  3. RAG and Knowledge Systems: Develop sophisticated Retrieval-Augmented Generation systems and knowledge bases for agent memory and context
  4. Agent Orchestration: Build systems for multi-agent collaboration, task delegation, and workflow automation
  5. Performance Monitoring: Implement monitoring and evaluation systems for agent behavior, tool usage effectiveness, and system reliability

Skills

Required

  • Pursuing a degree in Computer Science, AI, Software Engineering, or related field
  • Familiarity with agent framework and tool (LangChain, copilot cli, codex, claude code,etc) and tool integration patterns
  • Understanding of LLM architectures, prompt engineering, and function calling
  • Knowledge of RAG techniques, vector databases, and embedding systems
  • Solid software development skills with different programming languages include but not limited to: C/C++, Rust, Python/Perl, JavaScript, Windows Bat/Linux Shell, etc.
  • Understanding of computer system architecture of both HW and SW.
  • Experience of software development, test process and methodologies.

Nice to have

  • Frontend/UI skills for building agent interfaces and dashboards
  • Interest in autonomous systems, workflow automation, and AI-human collaboration
  • Knowledge of UEFI/ACPI/SMBIOS/TPM/PCI and BIOS is preferred.

What the JD emphasized

  • Be responsible for high quality the test case development and execution task force, be responsible for issue investigation with variety of debug tools to identify the failure to component or code level.

Other signals

  • AI Agent Development
  • Tool Integration and Development
  • RAG and Knowledge Systems
  • Agent Orchestration
  • Performance Monitoring