Advanced Microdevices Pvt. Ltd. (India) ยท 1 month ago
Senior Software Development Engineer - AI Developer Tools
Advanced Micro Devices, Inc is dedicated to building innovative products that enhance computing experiences across various domains. The role involves designing and developing advanced GPU profiling tools to optimize performance for HPC, ML, and AI workloads, contributing to the ROCm ecosystem.
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Responsibilities
Design, develop, and maintain ROCprofiler-SDK components for GPU performance profiling
Collaborate with architecture, driver, and runtime teams to enable profiling for next-generation AMD GPUs
Implement new features and APIs to enhance profiling capabilities for AI and HPC workloads
Optimize profiling tools for accuracy, scalability, and minimal overhead
Debug and resolve issues in profiling workflows and improve tool reliability
Participate in hardware bring-up and ensure profiling support for new ASICs
Stay current with GPU architecture advancements and integrate them into ROCm profiling tools
Contribute to documentation and developer resources for ROCprofiler-SDK
Qualification
Required
Strong foundation in C++ and computer architecture
Detail-oriented
Proactive in solving complex technical challenges
Able to communicate effectively across teams
Design, develop, and maintain ROCprofiler-SDK components for GPU performance profiling
Collaborate with architecture, driver, and runtime teams to enable profiling for next-generation AMD GPUs
Implement new features and APIs to enhance profiling capabilities for AI and HPC workloads
Optimize profiling tools for accuracy, scalability, and minimal overhead
Debug and resolve issues in profiling workflows and improve tool reliability
Participate in hardware bring-up and ensure profiling support for new ASICs
Stay current with GPU architecture advancements and integrate them into ROCm profiling tools
Contribute to documentation and developer resources for ROCprofiler-SDK
Bachelor's or Master's degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent
Preferred
Strong proficiency in C++ and object-oriented programming
Experience with performance analysis tools or profiling frameworks
Familiarity with GPU programming models (HIP, OpenCL, or CUDA)
Familiarity with ROCm ecosystem and tools is highly desirable
Understanding of GPU architecture and system-level performance concepts
Experience with multithreading and concurrency in modern C++
Knowledge of Linux development environments; Windows experience is a plus
Experience with Git-based workflows and debugging tools
Strong problem-solving skills and ability to work independently and in a team
Benefits
AMD benefits at a glance.
Company
Advanced Microdevices Pvt. Ltd. (India)
Advanced Microdevices (mdi) is a leader in innovative membrane technologies.
Funding
Current Stage
Late StageLeadership Team
Nalini Kant Gupta
Founder & Managing Director
Recent News
2024-10-18
2024-10-16
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