Gate-level IR/EM CAD/NLP Engineer (m/f/d)

Requirements

• Experience in developing object-oriented programs, utilizing data structures, and writing algorithms
• Experience in writing machine learning algorithms, implementing natural language processing (NLP), or using large language models in industry applications
• Experience in EDA Tool, CAD flow or TFM (Tool Flow Methodology)
• Proficiency with UNIX shell environment, Python, and code revision control
• Minimum requirement of BS + 10 years of relevant industry experience

Nice to Haves

• Knowledge in some of the PNR implementation and/or EMIR analysis flow
• Experience in electrical engineering machine learning applications
• Experience with large language models, including fine-tuning, retrieval augmented generation, and prompt engineering
• Ability to coordinate and drive initiatives with little to no oversight
• Excellent communication and presentation skills
• Experience in EMIR analysis and some of the related flows – extraction, timing, noise, simulation, physical design and/or verification
• Experience leading industry electrical engineering-focused software development projects

What You'll Be Doing

• Developing innovative ML and large language model applications to understand, explain, and interact with EDA software
• Designing and implementing their interaction with the extensive compute infrastructure
• Generating customized reports and dashboards to identify IR/EM issues and recommended solutions to improve power grid integrity
• Identifying opportunities to automate and streamline various IR/EM analysis and signoff flows
• Supporting and collaborating with design groups on their IR/EM requirements
• Working with EDA vendors to enhance and develop solutions to improve efficiency and capacity

Perks and Benefits

• N/A