Samsung India
Location
Bangalore | India
Job description
Position Summary
Samsung is a world leader in Memory, LCD and System LSI technologies. We are currently looking for exceptional software and hardware talent to join our Samsung Bangalore Office of Samsung’s strategic investments in high performance low power ARM based device technology. Presently our GPU design teams, located in Austin (SARC) , San Jose (ACL) & Bangalore SSIR , are developing a GPU that will be deployed in Samsung mobile products. Role and Responsibilities Design and document major units in a GPU pipeline targeted at Mobile graphics and machine learning Develop functional and cycle simulators for GPU pipeline. Collect statistics to evaluate potential benefit of optimizations, prototype to test functional correctness and specify the scheme in detail for next level of implementation in hardware and or software Collaborate with implementation, modeling, and software teams to define and develop microarchitecture, software implementation, and/or a verification plan Investigate alternate approaches for important GPU workloads, incremental optimizations, and rebalancing to maximize performance in future key workloads Work with software developers to understand important trends in future graphics and AI applications, problems faced by application and middleware developers Find and/or implement applications to exercise novel algorithms in drivers/hardware Minimum requirements: 4 to 18 Years Experience using parallel programming APIs and languages such as OpenCL or CUDA Knowledgeable in GPU or other parallel processing architectures , Strong knowledge of GPU architecture Knowledge of APIs such as Vulkan, Open GS ES 3.x, DX 11/12, OpenCL and other compute APIs Knowledge of key mobile GPU graphics workloads and compute application workloads such as computer vision, image processing, AI and Image compression Knowledge of game applications, game rendering engines, academic papers on advanced rendering techniques desirable Expertise in implementing advanced graphics rendering techniques, machine-learning (AI) approaches Proven ability to debug complex issues in multi-threaded environments Understanding of Operating System fundamentals and concepts Familiarity with offline and JIT compiler designs Background in Linux and Android development Strong C, C++ and Python programming experience of industrial experience in systems programming (driver development a strong plus) Strong algorithmic background and outstanding problem-solving skills System level performance analysis and strong OS fundamentals (memory management, multithreading/synchronization, user/kernel mode interaction) Excellent C and C++ programming skills (assembly a plus) Familiarity with graphics APIs (e.g. Open GL/EGL, DirectX) Understanding of rasterization pipeline and modern GPU architectures Excellent communication and teamwork skills Ability to own a problem and drive it to completion Preferred candidate will possess the following: Experience working with ARM 64-bit architecture Experience developing system software for Android OS Knowledge of high-level shading languages, e.g., GLSL/HLSL Understanding of modern real-time rendering game enginesJob tags
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