Optimizing AI Compute through Compiler Innovation

3 days ago


bangalore, India beBeeOptimizer Full time

Job SummaryMultiply your expertise as a Senior Director / Director in our cutting-edge team, revolutionizing the field of sustainable AI compute through intuitive software with composable silicon. We are seeking an experienced professional to develop and maintain compilers specifically designed for optimizing machine learning models. This includes translating high-level ML model descriptions into efficient mapping to our hardware architecture, optimizing for performance metrics such as flop utilization, memory bandwidth, and memory capacity.About UsWe were founded by industry veterans and have our HQ in California, US. Our mission is to make a significant impact in the world of AI compute.Your RoleYou will be responsible for:Developing and maintaining compilers for ML model optimization.Translating high-level ML model descriptions into efficient hardware mappings.Optimizing for performance metrics such as flop utilization, memory bandwidth, and memory capacity.RequirementsTo succeed in this role, you will need:A deep understanding of ML compiler design and optimization techniques.Proficiency in MLIR and programming languages like C/C++.In-depth knowledge of ML frameworks (PyTorch) and Python.ContactFor more information, please contact Uday at mulya@knowledge.com or visit 'Mining The Knowledge Community'.



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