AI Solution Architecture Director
Core
Bridge evolving customer AI workloads with memory/storage requirements and quantitative comparisons for next-generation AI memory architectures.
Role type
Director-level AI Solution Architect
Builds
Advanced memory solutions (HBM, DRAM, NAND) for AI data centers and mobile technology
Domain
Semiconductor industry + AI memory/storage systems
Deliverable
production ML models
Required skills
LLM pre-training/post-training (SFT, RL), AI inference/serving, memory/storage hierarchies, data movement, bottleneck analysis, Agentic AI/Inference workload analysis, analytical/system modeling, statistical methods, Python-based analysis, SI/PI analysis, high-speed interfaces, signal/power integrity analysis, optical interconnects, advanced packaging (2.5D/3D integration, chiplet architectures)
Preferred skills
ARD traceability, trace data evaluation, modeling error analysis, version control
Technologies
Python, 2.5D/3D integration, chiplet architectures, optical interconnects
Responsibilities
Lead Architecture Reviews (for ARD), scenario development, and trace analysis; Define requirements, evaluate trace data, and analyze modeling errors; Deliver ARD Traceability Matrix, Workload Catalog, Trace Manifest, and Model/Parameter Sheets; Evaluate SI/PI, optical interconnect, and advanced packaging requirements; Analyze bandwidth, latency, power, and signal integrity trade-offs
Seniority
Director, strategy & mentorship
