Senior/Staff Technology-AMAIS Engineer to develop and deploy physics and data-driven process models, composite modeling solutions, and scalable modeling workflows within Micron’s Virtual Process Modeling (VPM) and SPOCK program using Machine Learning, Generative AI, and Agentic AI solutions.
Responsibilities
Develop and deploy VPM process models using semiconductor manufacturing, equipment, metrology, wafer, and product data to optimize process performance.
Apply advanced analytics, statistical methods, AI, and Agentic AI to solve complex semiconductor technology and manufacturing challenges.
Build and enhance AI-enabled SPOCK/composite modeling workflows that integrate process data, machine learning algorithms, statistical models, and engineering expertise.
Support the full model lifecycle, including development, validation, deployment, monitoring, and refresh of VPM and SPOCK applications.
Create scalable automation and workflow solutions to improve modeling efficiency, robustness, and repeatability.
Requirements
Master's or Ph.D. in Electrical Engineering, Chemical Engineering, Mechanical Engineering, Materials Science, Applied Physics, Statistics, Data Science, Computer Science, or a related field.
