RESEARCH & DEVELOPMENT ENGINEER (MACHINE LEARNING)

Location: Seoul, Kyonggi-do, KR

Company: Advanced Micro Devices

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What you do at AMD changes everything 


At AMD, we push the boundaries of what is possible.  We believe in changing the world for the better by driving innovation in high-performance computing, graphics, and visualization technologies – building blocks for gaming, immersive platforms, and the data center. 


Developing great technology takes more than talent: it takes amazing people who understand collaboration, respect, and who will go the “extra mile” to achieve unthinkable results.  It takes people who have the passion and desire to disrupt the status quo, push boundaries, deliver innovation, and change the world.   If you have this type of passion, we invite you to take a look at the opportunities available to come join our team.

 

RESEARCH & DEVELOPMENT ENGINEER (MACHINE LEARNING) 

 

THE ROLE:

AMD (Advanced Micro Devices) is seeking an Engineer to work on contributing to the mission of developing new algorithms and techniques that give our product a leading edge. This is a fantastic opportunity to join a team of innovators and shape the future of technology.  

With a focus on deep learning for graphics, you will explore, adapt and refine our rendering solutions, as well as find unique and high impact improvements that increase performance whilst reducing power and area usage  

 

THE PERSON:  

Be part of an advanced research & development engineering team and be part of an outstanding skilled team working with groundbreaking rendering techniques and algorithms and developing the technologies of tomorrow.  

 

KEY RESPONSIBILITIES:  

  • Research and develop world leading deep learning rendering solutions for AI (Artificial Intelligence) graphics solutions and for the next generations of graphics  

  • Implement modelling and simulation of deep learning-based rendering algorithms   

  • Perform performance analysis and rendering optimization to get the most out of our GPU (Graphics Processing Unit)   

  • Identify and plan new research topics of value to the company   

  • Propose and develop patentable ideas to enhance graphics systems to be more efficient, powerful and feature rich  

 

PREFERRED EXPERIENCE:  

  • Excellent knowledge of machine learning (mainly CNN and RNN), computational photography, and applied to computer vision or computer graphics domain products   

  • Evidence of successful research track records (e.g., publications, patents, products)   

  • Hands-on experience in deep learning implementation, optimization, and debugging   

  • In-depth knowledge of advanced rendering algorithms (GI, path-tracing), 3D APIs (DX12/Vulkan/OpenGL) and ray-tracing APIs   

  • Optimization skill for low-level GPU compute (CUDA, Compute Shader)   

  • Superb 3D math, algebra, probability, statistics and problem-solving skills   

  • A good understanding of modern GPU architectures   

  • Excellent problem solving and enough English for efficient communication  

 
ACADEMIC CREDENTIALS:  

  • Technical BS/MS degree or PHDs   

 

LOCATION:

  • Seoul, Korea

 

AMD does not accept unsolicited resumes from headhunters, recruitment agencies or fee based recruitment services. AMD and its subsidiaries are equal opportunity employers and will consider all applicants without regard to race, marital status, sex, age, color, religion, national origin, veteran status, disability or any other characteristic protected by law. EOE/MFDV

 

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Requisition Number: 164722 
Country/Region/Location: Korea, Republic of State/Province: Kyonggi-do City: Seoul 
Job Function: 
Design  

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