AMD

Software Development Engineer 2

API Machine Learning C++ TensorFlow PyTorch
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Description
THE ROLE: We are looking for an experienced Machine Learning GPU driver performance engineer to optimize and develop ML GPU drivers and kernels with a focus on improving performance of DirectML content creation applications. This is an excellent opportunity to work on the cutting edge of Machine Learning and GPU architecture. THE PERSON: You are passionate about machine learning and improving the performance of games and applications utilizing the GPU for machine learning acceleration. Has hands-on experience and understanding of GPU architecture Has good programming skills in HLSL, GLSL, OpenCL, CUDA or similar Has solid general software development skills in C++ Able to communicate effectively and work optimally in a distributed team Multiple office locations available KEY RESPONSIBILITIES: Analyze shader algorithms in HLSL and other shading languages, analyze data from performance tools, identify issues and potential optimization opportunities, and develop algorithms/shaders to achieve performance improvement. Brainstorm with teams about potential solutions to optimize, experiment and refine optimizations and implement in drivers. Contribute to performance tool improvements. PREFERRED EXPERIENCE: Good understanding of GPU architecture and SIMD execution Good understanding of machine learning runtimes, Microsoft Olive, ONNX, TensorFlow or PyTorch Hands-on experience in developing machine learning drivers on D3D, Vulkan or Metal APIs. Experience in HLSL, GLSL, OpenCL, CUDA or similar and strong C/C++ programming skills Working understanding of memory management, and operating systems fundamentals Excellent communication and collaboration skills to work across teams #LI-HS3 #LI-DNI = Do Not Post on LinkedIn

THE ROLE: We are looking for an experienced Machine Learning GPU driver performance engineer to optimize and develop ML GPU drivers and kernels with a focus on improving performance of DirectML content creation applications. This is an excellent opportunity to work on the cutting edge of Machine Learning and GPU architecture. THE PERSON: You are passionate about machine learning and improving the performance of games and applications utilizing the GPU for machine learning acceleration. Has hands-on experience and understanding of GPU architecture Has good programming skills in HLSL, GLSL, OpenCL, CUDA or similar Has solid general software development skills in C++ Able to communicate effectively and work optimally in a distributed team Multiple office locations available KEY RESPONSIBILITIES: Analyze shader algorithms in HLSL and other shading languages, analyze data from performance tools, identify issues and potential optimization opportunities, and develop algorithms/shaders to achieve performance improvement. Brainstorm with teams about potential solutions to optimize, experiment and refine optimizations and implement in drivers. Contribute to performance tool improvements. PREFERRED EXPERIENCE: Good understanding of GPU architecture and SIMD execution Good understanding of machine learning runtimes, Microsoft Olive, ONNX, TensorFlow or PyTorch Hands-on experience in developing machine learning drivers on D3D, Vulkan or Metal APIs. Experience in HLSL, GLSL, OpenCL, CUDA or similar and strong C/C++ programming skills Working understanding of memory management, and operating systems fundamentals Excellent communication and collaboration skills to work across teams #LI-HS3 #LI-DNI = Do Not Post on LinkedIn

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.

Tags: No, RSD RSD3,360,000.00/Yr., RSD RSD4,800,000.00/Yr., Global Careers (do not use for US or Canada)
AMD
AMD
Cloud Computing Computer Embedded Systems GPU Hardware Semiconductor

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