Senior Engineer, Technology - AMAIS
Core
Develop composite, physics-based, and ML-augmented models for DRAM module co-optimization, stress analysis, and yield improvement.
Role type
Senior IC engineer (multiscale modeling & ML)
Builds
Predictive composite models for DRAM modules, serving Process, PI, and PE engineering teams.
Domain
Semiconductor manufacturing, DRAM technology, computational physics
Deliverable
production ML models
Required skills
multiscale structural modeling, numerical methods, high-performance computing (HPC), machine learning, deep learning, C++, Python, Linux, physics-based modeling, data analysis
Preferred skills
multiphysics modeling, layout-aware stress analysis, semiconductor industry knowledge, process integration engineering
Technologies
C++, Python, Linux, HPC environments, ML/DL libraries
Responsibilities
Develop composite models for wafer- and die-level metrics, integrate ML into structural models, train models on sparse datasets, perform multiscale stress modeling, support root-cause analysis, drive model-informed process integration strategies
Seniority
Senior, hands-on IC (via careerplan.io/jobs/JR101077-senior-engineer-technology-amais-at-micron)
