Intel Foundry Product Yield Development Engineer
Core
Identify root cause yield limiters and drive solutions to enhance manufacturability and yield across advanced semiconductor process nodes.
Role type
Product Yield Development Engineer (Semiconductor Manufacturing)
Builds
Next-generation logic process technologies and high-volume manufacturing solutions
Domain
Semiconductor manufacturing / Advanced process nodes
Deliverable
production ML models
Required skills
Statistical analysis, Machine learning, Data modeling, Multivariate algorithm development, Defect mode analysis, Process optimization, Design-technology co-optimization, Experimental design
Preferred skills
Data analysis systems expertise, Yield projection with EOL signals, Project management, Matrix organization navigation
Technologies
Advanced statistics, Machine learning frameworks, Data visualization tools, Measurement recipe development
Responsibilities
Develop methods to analyze big data sources for defect mode understanding and yield modeling; Construct process development roadmaps that drive technology yield milestones; Extract insights from structured and unstructured fab process and electrical data; Develop multivariate algorithms to identify root cause yield limiters; Collaborate with design teams to resolve yield issues before production ramp; Execute new product introductions and design of experiments; Develop measurement recipes for rapid feedback on product integrity; Create and harden systems for leading-edge logic nodes; Develop AI/ML applications to bridge design and manufacturing; Document technical procedures and debug production failures.