HBM PROCESS ENGINEER
Core
Leverage AI and advanced analytics to identify process variation, deploy anomaly detection models, and optimize HBM manufacturing processes for stability and yield.
Role type
Senior IC HBM Process Engineer (AI/ML focus)
Builds
HBM memory and storage solutions
Domain
Semiconductor manufacturing (HBM assembly/backend)
Deliverable
production ML models
Required skills
AI/ML model development, anomaly detection, predictive modeling, digital twin creation, data mining, root cause analysis, process optimization, experiment design, knowledge management
Preferred skills
Semiconductor assembly/backend process experience, Lamination, Lapping/Grinding, Laser Dicing
Technologies
Copilot, Power BI, AI Agents, digital twins, large-scale manufacturing data platforms
Responsibilities
Develop and deploy AI-assisted monitoring and predictive models; automate engineering analysis and reporting workflows; partner with Automation, IT, and Data Science teams; establish digital twins and predictive maintenance models; lead AI adoption initiatives to improve productivity and efficiency.
Seniority
Mid-level (2 years exp), hands-on IC