Gpu Performance Modeling (Bengaluru)

Gpu Performance Modeling (Bengaluru)

16 Aug
|
Advanced Micro Devices
|
Bengaluru

16 Aug

Advanced Micro Devices

Bengaluru

Overview:
WHAT YOU DO AT AMD CHANGES EVERYTHING

At AMD, our mission is to build outstanding products that accelerate next-generation computing experiences—from AI and data centers, to PCs, gaming and embedded systems. Grounded in a culture of innovation and collaboration, we believe real progress comes from bold ideas, human ingenuity and a shared passion to create something extraordinary. When you join AMD, you’ll discover the real differentiator is our culture. We push the limits of innovation to solve the world’s most important challenges—striving for execution excellence, while being direct, humble, collaborative, and inclusive of diverse perspectives. Join us as we shape the future of AI and beyond. Together, we advance your career.

Responsibilities:
The Role:
We are seeking an experienced, hands-on GPU Performance Modeling and Optimization Engineer to join our core engineering team. Your primary focus will be pre-silicon performance modeling, feature exploration, and workload optimization, coupled with owning post-silicon characterization, hardware-software correlation,



and lab-based performance debug.

You will be responsible for ensuring our upcoming SoCs/GPUs deliver best-in-class performance across both traditional graphics pipelines (compute shaders, ray tracing, rasterization) and cutting-edge compute/AI workloads (Transformer-based models, Large Language Models (LLMs), Vision models etc).
- Key Responsibilities:
1. Pre-Silicon Performance Modeling & Feature Exploration
- Simulator: Leverage and maintain highly accurate, modular cycle-accurate or cycle-approximate simulators for key GPU subsystems (e.g., Shader Engines, Cache Hierarchies, Memory Subsystems, and Interconnects).
- Microarchitectural Exploration: Define and execute rigorous simulation experiments to evaluate proposed GPU configurations, scaling limits, and trade-offs. Provide data-driven recommendations backed by thorough sensitivity analyses.
- Workload Characterization: Trace, analyze, and pr

📌 Gpu Performance Modeling (Bengaluru)
🏢 Advanced Micro Devices
📍 Bengaluru

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