Internship – LLM Flow for IC Design Debug

1 month ago


Singapur, Singapore Infineon Technologies Full time
Job Description

We are seeking a highly motivated and skilled intern to join our team at Infineon Technologies. As a Flow Engineer Intern, you will play a key role in building and designing an advanced retrieval augmented generation (RAG) flow using LLM technology.

Key Responsibilities:
  • Build up knowledge databases from existing documents and codes
  • Get coached on internal tools and necessary open-source tools
  • Learn about Infineon IC design flow and relevant IC design steps
  • Discuss with multiple design experts to understand the challenges of IC design steps
  • Propose and build solutions for those challenges with LLM
Learning Outcomes:
  • Industrial IC design flow and some design tasks in details
  • Exposure to Enterprise UNIX and cloud infrastructure
  • Learn and build products with common open-source tools in generative
  • Prompt engineering for working with LLM
  • Experience with building an advanced agentic RAG flow (document processing, vector embedding, coding with LangChain /llama-index, LLM evaluation ...)
  • DevOps experience if solution is deployed to internal cloud
Requirements:
  • Studying in Computer science / Computer Engineering/ EEE with AIML experience/specialization
  • Computing skills: Unix, Python, Databases and AIML exposure
  • Self initiative and independent
  • Interested to know about the IC design industry and willing to learn the flow; and use self knowledge to complete the project with meaningful outcome
Benefits:
  • Wide range of training offers & planning of career development
  • International assignments
  • Different career paths: Project Management, Technical Ladder, Management & Individual Contributor
  • Staggered working hours for normal shift employees
  • Home office options, certain conditions apply.
  • Part-time work possible (applicable for normal shift employees)
  • On-site day-care center
  • Medical coverage
  • On-site social counselling and works doctor
  • Health promotion programs
  • On-site canteen
  • Private insurance offers
  • Paid sick leave according to law, personal accident & work injury insurance, long term illness leave
  • Retirement benefits, re-employment opportunities, employment assistance payment
  • Performance bonus
  • Provision of long haul transport for shift and shuttle services for office to defray transport costs


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