ML Inference Optimization Eng. (Graphics domain) Job Listing at AMD in Warsaw, Masovian Voivodeship (Job ID 69370-en-us)

Description

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. 

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 ML INFERENCE OPTIMIZATION ENG. (GRAPHICS DOMAIN)

AMD is looking for a senior software engineer who is passionate about improving the performance of key applications and benchmarks. You will be a member of the MLOps team, part of Core Technology Group (CTG), and will work with the incredibly talented industry specialists on the very latest hardware and software technology.  

Why Join Us?
Be part of a team driving innovation in graphics and compute technologies. Work on cutting-edge projects, collaborate with world-class engineers, and help shape the future of AMD's GPU software stack.

THE PERSON: 

You are a hands-on engineer with a passion for high-performance computing and software engineering. You possess engineering skills to drive sophisticated issues to resolution. You can communicate effectively and work optimally with different teams across AMD. 

KEY RESPONSIBILITIES: 

• Develop and maintain GPU shaders and contribute to the evolution of AMD's graphics pipeline.
• Collaborate with hardware and software teams to ensure seamless integration and performance tuning across AMD's GPU architecture.
• Debug and profile complex software issues using industry-standard tools and AMD's internal developer tooling.
• Analyze GPU ISA to identify performance bottlenecks and improve system efficiency.
• Work within modern software development workflows including Git, CMake, Python and CI/CD pipelines.
• Share technical expertise across teams and continuously learn new technologies relevant to AMD's evolving product landscape.
• Design, implement, and optimize 3D graphics and GPU compute solutions using APIs such as Direct3D and Vulkan.

PREFERRED EXPERIENCE: 

• Proficiency in Machine Learning techniques and its application
• Proficiency in 3D graphics or GPU Compute using APIs like Direct3D, Vulkan, OpenGL, OpenCL, CUDA
• Deep understanding of GPU HW architecture
• Ability to program in low level languages (x86 asm, SSE, ISA)
• General software development workflow knowledge: git, cmake, CI, etc
• Expert programming skills in C and/or C++ and Python
• Proven successful experience in compilers, 3D graphics or GPGPU drivers or related SW development

• Strong knowledge of Machine Learning fundamentals
• Strong object-oriented programming background, C/C++ preferred 

• Ability to write high quality code with keen attention to detail 
• Experience with modern concurrent programming and threading APIs (CUDA, HIP, SYCL/DPCPP)
• Experience with Windows and Linux operating system development  
• Experience with software development processes and tools such as debuggers, source code control systems (GitHub) and profilers is a plus 
• Effective communication and problem-solving skills 
• Good interpersonal skills  
• Proficiency in English.

ACADEMIC CREDENTIALS: 

• Master's degree or PhD in Computer Science especially Graphics and/or Machine Learning, Computer Engineering, or equivalent 

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Benefits offered are described:  AMD benefits at a glance.

AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law.   We encourage applications from all qualified candidates and will accommodate applicants' needs under the respective laws throughout all stages of the recruitment and selection process.