Staff/Snr Product Engineer (Advance Data Analytics), Heterogeneous Integration Group (HIG), High Bandwidth Memory (HBM) Product Engineering
Core
Lead data-driven engineering capabilities for Heterogeneous Integration Group (HIG) High Bandwidth Memory (HBM) products using advanced analytics, machine learning, and AI to improve yield, quality, and reliability.
Role type
Staff/Senior IC Product Engineer (Advanced Data Analytics)
Builds
Production ML models and analytics infrastructure for HBM product lifecycle
Domain
Semiconductor manufacturing / Memory products / Data Analytics
Deliverable
production ML models
Required skills
Python, Machine Learning, Statistical Analysis, Data Mining, Data Visualization, Technical Leadership, Cross-functional Collaboration, Semiconductor Manufacturing Knowledge
Preferred skills
HBM/DRAM Product Experience, Deep Learning, Power BI, Tableau, AI-enabled Ways of Working
Technologies
Python, Power BI, Tableau
Responsibilities
Apply statistical analysis and ML/AI to identify yield and reliability signatures; Lead cross-functional initiatives for cumulative yield and quality improvement; Develop and deploy ML algorithms for anomaly detection and wafer/die-level screening; Build scalable analytics and early-warning solutions for deviation detection; Drive improvements in data infrastructure and automation; Provide technical mentorship and promote best practices in advanced analytics.
Seniority
Staff/Senior, hands-on IC with leadership