Senior Product Development Engineer - Yield & Data Analytics
Core
Evaluate and assist in the development of AMD AECG product using internal product analysis tools through extensive data mining and data analytics to meet yield targets.
Role type
Senior Product Development Engineer (Yield & Data Analytics)
Builds
Internal product analysis tools for FPGA and ASIC product development during NPI stage
Domain
Semiconductor manufacturing (FPGA/ASIC) + Data Analytics
Deliverable
production ML models
Required skills
Data mining, statistical data analysis, parametric yield improvement, scripting languages (Perl, Python), JMP statistical analysis, failure debug, product test methodology
Preferred skills
Manufacturing process experience, AI methodologies for automation
Technologies
JMP, Perl, Python, AI
Responsibilities
Perform data mining and statistical data analysis on wafer sort and final test parametric; Identify and drive parametric yield improvement; Work closely with Tools Development engineers to feedback binning, yield and parametric results; Develop methodologies to automate analytical tasks using scripting languages and AI; Define recipes for high volume Engineering Samples and Production supply.