Yield Enhancement DRAM DA
Core
Characterize electrical data to identify device issues impacting yield and develop end-of-line performance predictions using machine learning for next-generation memory solutions.
Role type
Yield Analysis (DA) Engineer
Builds
Next-generation memory products and production transfer support
Domain
Semiconductor / Memory / Yield Engineering
Deliverable
production ML models | dashboards & analysis
Required skills
Semiconductor processing knowledge, CMOS and memory cell operation, statistical analysis, data extraction and reporting, programming (Python, R, SQL, JavaScript), machine learning techniques
Preferred skills
Device physics knowledge, cross-functional team leadership, process standardization, complex troubleshooting
Technologies
Python, R, SQL, JavaScript, Machine Learning, AI
Responsibilities
Analyze end-of-line test, parametric, and fab data to identify yield-impacting issues; Develop new yield analysis tools and implement ML/AI techniques; Identify process interactions and fail mechanisms; Drive process improvements using inline data; Standardize methods for consistent yield; Lead multi-area focus teams for complex yield troubleshooting; Provide feedback to R&D on design and process limitations; Publish analysis reports on process experiments; Support R&D to manufacturing site transfer
Seniority
Mid-Senior, hands-on IC