GPU Memory Systems Performance Architect
2 days ago
Samsung Electronics Co., Ltd. is seeking a highly skilled GPU Memory Systems Performance Architect to join our team. As a key member of our GPU Architecture team, you will be responsible for driving the modeling and analysis of memory-system features for a highly efficient mobile GPU.
Key Responsibilities:
- Develop complex GPU performance models to help define micro-architectural features and implementation optimizations of next-generation GPUs, in areas of memory system.
- Work closely with the architecture, SW, and design teams to understand the architecture and micro-architecture of the GPU memory system including cache hierarchy, bus unit, interfaces with the GPU core and rest of the SoC.
- Develop tools and methodology to correlate and validate performance models, triage and fix performance issues, and identify bottlenecks and propose solutions to improve GPU performance.
Requirements:
- 10+ years of experience with a Bachelor's Degree in Computer Science/Engineering, or 8+ years of experience with a Master's Degree, or 6+ years of experience with a PhD.
- 5+ years of experience in architectural modeling and performance analysis, either with analytical models or cycle-accurate simulators.
- Experience with CPU, GPU, or Memory systems microarchitecture.
- Good programming and/or scripting skills (Python is a plus).
- Good understanding of power/performance trade-offs.
- Good understanding of VLSI concepts, HW design.
- Good written and verbal communication skills.
Preferred Qualifications:
- Performance modeling or workload analysis experience, in areas of memory subsystems.
- Knowledge of Core Pipelines (CPU, GPU or Accelerators).
- Directly related experience with correlation of RTL with performance model.
- Experience in integrating internal/external IP models on a full system-level framework.
About Samsung Electronics Co., Ltd.
Samsung Electronics Co., Ltd. is a world leader in advanced semiconductor technology. We are committed to employing a diverse workforce and providing Equal Employment Opportunity for all individuals regardless of race, color, religion, gender, age, national origin, marital status, sexual orientation, gender identity, status as a protected veteran, genetic information, status as a qualified individual with a disability, or any other characteristic protected by law.
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