Yield-Focused AI Product Engineer

Advanced Micro Devices, Inc.; Austin (TX); In loco; USD 140.000 - 200.000; Tempo pieno

Descrizione del lavoro

Advanced Micro Devices, Inc. is seeking an analytical data/ML expert to transform massive manufacturing data into actionable insights for yield and quality.

You will partner with Product, Test, Yield, Quality, and Operations to deploy scalable analytics and ML solutions across wafer, lot, site, and package levels. The role requires building production-ready analytics, driving data‑driven decisions, and documenting results for executive audiences, with a focus on improving DPPM, cost, and

Competenze

• Bachelor’s, Master’s, or Doctoral degree in Electrical Engineering, Computer Engineering, Computer Science, Physics, Applied Math, or a related technical discipline is preferred.
• Hands-on experience analyzing high-volume manufacturing data.
• Strong foundations in statistics and machine learning (hypothesis testing, DOE/RSM, regression, classification, anomaly detection).
• Familiarity with Python and SQL for data analysis and modeling.

Mansioni

• Partner with Product Engineering, Test Engineering, Yield Engineering, Quality, and Operations to identify, define, and prioritize analytics and machine‑learning use cases that materially improve yield, quality, and cost.
• Develop and deploy ML/AI solutions for parametric outlier screening, drift detection, and excursion/anomaly detection across wafer, lot, site, and package dimensions.
• Perform in‑depth root‑cause analysis of yield loss and DPPM drivers by correlating test, fab, assembly, and design variables; distinguish systemic issues from statistical noise.
• Build, productionize, and maintain yield and quality analytics within AMD’s AVA analytics platform, moving models from experimentation to scalable deployment.
• Drive adaptive test, screening, and binning strategies using data‑driven insights to optimize product quality and manufacturing efficiency.
• Author clear technical documentation and reports; present findings and recommendations to cross‑functional teams and executive audiences.
• Contribute reusable code, analytics frameworks, and best practices that elevate team capability and accelerate future development.

Conoscenze

Semiconductor yield

Statistics & ML

Python

SQL

Semiconductor manufacturing

Yield analytics

MLOps

Formazione

Electrical/Computer Engineering

Descrizione del lavoro

Advanced Micro Devices, Inc. is seeking an analytical data/ML expert to transform massive manufacturing data into actionable insights for yield and quality.

You will partner with Product, Test, Yield, Quality, and Operations to deploy scalable analytics and ML solutions across wafer, lot, site, and package levels. The role requires building production-ready analytics, driving data‑driven decisions, and documenting results for executive audiences, with a focus on improving DPPM, cost, and