Matthew Fields
Senior Defectivity Analytics Engineer at onsemi
Village/Town of Mount Kisco, New York, United States
Summary
👤
Senior🎓
Top SchoolMatthew Fields is a Senior Defectivity Analytics Engineer with nine years of experience applying data science and machine learning to semiconductor yield and quality problems. He has driven measurable results—cutting inspection cycle time 50% and improving yield by double-digit percent—by building image-classification models, R Shiny dashboards, and Power BI storytelling that align inspection strategy with customer specifications. Comfortable leading cross-functional programs and employee resource groups, he pairs technical rigor (FMEAs, designed experiments) with stakeholder communication to translate defect signals into actionable process changes. Notably, he combines hands-on model development for millions of components per year with a strong materials engineering background (B.S., 3.95 GPA), giving him uncommon domain depth across hardware, analytics, and operations.
9 years of coding experience
5 years of employment as a software developer
Bachelor of Science (B.S.), Materials Engineering, 3.95, Bachelor of Science (B.S.), Materials Engineering, 3.95 at Rensselaer Polytechnic Institute
English
Github Skills (4)
simulation7
computational-science6
multiphysics5
scientific-computing4
Programming languages (1)
Github contributions (3)
AdditiveModeling/SolidificationMicrostructure
Feb 2018 - Mar 2018
Contributions:10 commits, 10 pushes in 1 month
mesoscale/mmsp
Mar 2017 - Feb 2018
The Mesoscale Microstructure Simulation Project
Contributions:9 commits, 6 PRs, 2 issues in 10 months
microstructuremultiphysicsscientific-computingsimulationcomputational-science
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