Senior Product ML Engineer – Hybrid Yield Analytics

Advanced Micro Devices; Austin, Northern (TX, KY); Hybrid; USD 120,000 - 180,000; Full time

Job summary

Advanced Micro Devices (AMD) is seeking a Senior Product Development Engineer to advance analytics and ML initiatives across server CPUs and accelerators. You will transform large manufacturing data into actionable insights, develop production-ready analytics, and deploy ML models to improve yield, quality, and cost.

The role spans product engineering, test, yield, quality, and operations with cross-functional collaboration.

Qualifications

• Bachelor’s/Master’s/Doctoral degree in Electrical Engineering, Computer Engineering, Computer Science or related technical discipline preferred.

Responsibilities

• Identify, define, and prioritize analytics and ML use cases to improve yield, quality, and cost.
• Develop and deploy ML/AI solutions for outlier screening, drift detection, and anomaly detection across wafer, lot, site, and package dimensions.
• Perform root-cause analysis of yield loss and DPPM drivers by correlating test, fab, assembly, and design variables.

Skills

Python

SQL

Data analysis

Statistics

Machine learning

Education

Electrical Engineering / Computer Science degree

Tools

Pandas

NumPy

scikit-learn

Job description

Advanced Micro Devices (AMD) is seeking a Senior Product Development Engineer to advance analytics and ML initiatives across server CPUs and accelerators. You will transform large manufacturing data into actionable insights, develop production-ready analytics, and deploy ML models to improve yield, quality, and cost.

The role spans product engineering, test, yield, quality, and operations with cross-functional collaboration.