MTS - Deep Learning Software Engineer - AI Models

at  Advanced Micro Devices Inc

PREFERRED EXPERIENCE:

• Deep Learning experience or knowledge - Natural Language Processing, Vision, Audio, Recommendation systems
• Excellent C/C++/Python programming and software design skills, including debugging, performance analysis, and test design.
• Experiences to run workloads on large scale heterogeneous cluster is a plus
• Knowledge of GPU computing (HIP, CUDA, OpenCL)

WHAT YOU DO AT AMD CHANGES EVERYTHING

We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences – the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world’s most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives.
AMD together we advance_
Responsibilities:

THE ROLE:

AMD is looking for a software engineer who is passionate about improving the performance of key applications and benchmarks. You will be a member of a core team of incredibly talented industry specialists and will work with the very latest hardware and software technology.

KEY RESPONSIBILITIES:

• Develop and optimize key Deep Learning models on AMD GPUs
• Optimize deep learning frameworks like TensorFlow, PyTorch, etc. on AMD GPUs in upstream open-source repositories
• Collaborate and interact with internal GPU library teams to analyze and optimize training and inference for deep learning
• Work with open-source framework maintainers to understand their requirements – and have your code changes integrated upstream
• Work in a distributed computing setting to optimize for both scale-up (multi-GPU) and scale-out (multi-node) systems
• Apply your knowledge of software engineering best practices