DRAM Product Engineer – Mobile Design Validation and AI-Driven Optimization
Core
Product Engineering for Low Power DRAM (LPDDR) products supporting Mobile, Automotive, and Data Center applications, utilizing AI/ML for validation optimization and failure analysis.
Role type
Senior IC Product Engineer (LPDDR Validation & AI Optimization)
Builds
Low Power DRAM (LPDDR) memory products for mobile, automotive, and data center markets
Domain
Semiconductor / Memory / AI-assisted Engineering
Deliverable
production ML models | product features
Required skills
Electrical testing (ATE platforms), Electrical Engineering fundamentals, Data mining and yield analysis, IC design and semiconductor device understanding, Programming (Python/C++/Verilog/System Verilog)
Preferred skills
AI/ML background, LPDDR architecture and JEDEC specifications knowledge, Test data analysis automation/scripting
Technologies
ATE platforms, Python, C++, Verilog, System Verilog
Responsibilities
Perform failure analysis through data mining, tester analysis, and silicon characterization; Drive root-cause fixes in collaboration with Circuit Design using digital/analog simulation; Validate circuit functionality and electrical performance across operating conditions; Support NPI activities including bring-up, characterization, and cross-site handover; Own LPDDR-specific validation items (power, timing margin, IDD, training behaviors); Apply AI/ML techniques to optimize test parameters, analyze failure patterns, and improve validation coverage
Seniority
Senior, hands-on IC
