Product Quality Engineering
Core
Senior Product Quality Engineer improving quality and reliability of AMD's Server CPUs and Instinct accelerators through data-driven analytics and machine learning.
Role type
Senior IC Product Quality Engineer (Semiconductor)
Builds
Production-ready analytics and ML solutions for reliability modeling, outgoing-quality prediction, and yield optimization.
Domain
Semiconductor manufacturing, yield engineering, and data science
Deliverable
production ML models
Required skills
Reliability modeling, statistical analysis, machine learning, Python, SQL, root-cause analysis, data visualization, cross-functional collaboration, technical documentation
Preferred skills
Semiconductor product development, yield engineering, test engineering, DOE/RSM, time-series analysis, anomaly detection, server-class CPU/GPU experience
Technologies
Python, SQL, pandas, NumPy, scikit-learn
Responsibilities
Set technical direction for reliability and quality analytics; develop pre-silicon product reliability assessments; define scalable methodologies for DPPM analytics and excursion detection; partner with foundry and engineering teams to prioritize ML use cases; deploy ML/AI solutions for outlier screening and drift detection; perform root-cause analysis of yield loss; drive closed-loop corrective actions; build and maintain analytics within the AVA platform; author technical documentation and present to executives.
Seniority
Senior, hands-on IC
