AI Accelerator System Architect
Core
Design next-generation Deep Learning accelerator platforms, optimizing hardware-software co-design for ML inference workloads.
Role type
Senior IC system architect (AI accelerator)
Builds
Deep Learning accelerator platforms
Domain
Semiconductor / AI Hardware / High-Performance Computing
Deliverable
production ML models
Required skills
processor architecture, AI accelerator architecture, performance optimization, roofline analysis, Design Space Exploration, HW/SW co-design, parallel processing, memory systems
Preferred skills
Black Box Optimization, Hyperparameter Optimization, compiler architecture, MLIR, publications in computer architecture (via careerplan.io/jobs/D4-005-36-767-ai-accelerator-system-architect-at-samsung-research-and-development-center-israel)
Technologies
MLIR, roofline models
Responsibilities
Define accelerator architecture (compute units, memory hierarchies, dataflow), Lead performance analysis using roofline models, Drive Design Space Exploration (DSE), Drive HW/SW co-design, Collaborate with Algorithm Research to map emerging models onto hardware, Develop pre-silicon performance models
Seniority
Senior, hands-on IC
