SoC Architect
Core
Lead SoC Technologies Definition and drive hardware-software co-design for d-Matrix's AI compute engine, focusing on efficient deep learning techniques for transformers and CNNs.
Role type
Senior SoC Architect (AI Compute)
Builds
AI compute engine (Corsair I/II and Next-Generation products) and networking fabric enhancements
Domain
Semiconductor / AI Hardware / Deep Learning
Deliverable
production ML models | infrastructure
Required skills
SoC architecture definition, hardware-software co-design, performance modeling (analytical to cycle-accurate), AI workload analysis (transformers, CNNs), RTL/DV collaboration, kernel development, tool development for simulation/research
Preferred skills
PhD in CS/EE, specialized HW accelerator systems experience, algorithm analysis, data structures, Python programming, C/C++ programming
Technologies
SIMD engine, control plane, data reshape engine, data convertor blocks, NoC substrate, CPU, GPU, ASIC, ML accelerator
Responsibilities
Lead design and delivery of SoC requirements and architecture; analyze AI workloads to identify bottlenecks; design and evaluate efficient deep neural network architectures; conduct research for hardware/software co-design; work on performance projection, modeling, correlation, and debug for flagship products; engage in kernel development and networking fabric enhancements; develop tools for high-level simulation; collaborate with SW team on stack milestones; port and optimize customer workloads; contribute to publications and IP.
Seniority
Senior, hands-on IC with leadership
