Intern - Compact Modeling Flow using AI/ML/Automation
Core
Automate and enhance the 10-12 step MOSFET compact model extraction flow using AI/ML techniques to replace or improve existing automation.
Role type
Research intern (AI/ML for semiconductor modeling)
Builds
Automated compact model extraction pipelines for semiconductor devices
Domain
Semiconductor manufacturing / Device physics / AI/ML
Deliverable
production ML models | infrastructure
Required skills
Python programming, neural networks, LLMs, device physics, compact modeling
Preferred skills
PhD in semiconductor domain or AI/ML domain
Technologies
Python, neural networks, LLMs
Responsibilities
Analyze each step of the compact modeling flow, implement neural networks or LLM-generated code to replace or enhance existing automation, optimize model parameter extraction
Seniority
Intern, research-focused
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