WHAT YOU DO AT AMD CHANGES EVERYTHING

At AMD, our mission is to build great 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.

The Role

We're building GPUs to run the most demanding AI in the world — Transformers, LLMs, and large vision models — and we need an experienced hands-on engineer who can tell us how rapid those workloads will run before the silicon exists. This is an AI performance projection/modeling role: your job is to model AI workloads on our GPU architecture,



predict their performance with confidence, and use those projections to shape the hardware we build.

You'll work across the full modeling spectrum — analytical models for fast architectural what-ifs, and architectural and cycle-accurate simulators for precision — choosing the right level of fidelity for the question at hand. Because these workloads live on the GPU, you'll need real GPU architecture depth to do it.

If you think in rooflines, arithmetic intensity, tensor/pipeline/data parallelism, and KV-cache bandwidth budgets — and you want your models to change the microarchitecture, not just describe it — this is the role.

What You'll Do

Project AI workload performance (your core mission)

Build and use models — analytical, architectural, and cycle-accurate — to project the performance of generative AI and LLM workloads (attention, GEMMs, collectives, training and inference, vision models etc)

📌 AI Performance Modeling Engineer (Bengaluru)
🏢 AMD
📍 Bengaluru