Deep learning framework and compiler Engineer

As a Deep learning framework and compiler Engineer at Qualcomm India Private Limited, you will be responsible for designing machine frameworks for Adreno GPU accelerator for computer vision and generative AI needs. Your role will involve a good understanding of network architectures, optimizing deep learning frameworks for efficient performance on target accelerators, and knowledge of OpenCL (or similar like CUDA) kernel programming for hardware performance optimization. Additionally, you will work with open source compiler frameworks like TVM, MLIR, LLVM, XLA, and integrate vendor acceleration SDKs like CUDNN, Adreno OpenCLML, TensorRT, ArmNN into inference frameworks. Key Responsibilities: - Design machine frameworks for Adreno GPU accelerator for computer vision and generative AI needs - Understand network architectures and optimize deep learning frameworks for efficient performance on target accelerators - Utilize OpenCL (or similar like CUDA) kernel programming for hardware performance optimization - Apply compiler optimization knowledge at graph level and tensor IR - Work with open source compiler frameworks like TVM, MLIR, LLVM, XLA - Integrate vendor acceleration SDKs like CUDNN, Adreno OpenCLML, TensorRT, ArmNN into inference frameworks Qualifications Required: - Bachelor's degree in Engineering, Information Systems, Computer Science, or related field with 4+ years of Systems Engineering or related work experience - Master's degree in Engineering, Information Systems, Computer Science, or related field with 3+ years of Systems Engineering or related work experience - PhD in Engineering, Information Systems, Computer Science, or related field with 2+ years of Systems Engineering or related work experience As an equal opportunity employer, Qualcomm is committed to providing accessible processes for individuals with disabilities. If you require accommodations during the application/hiring process, please reach out to disability-accommodations@qualcomm.com. Qualcomm also expects its employees to adhere to all applicable policies and procedures, including security and confidentiality requirements. Note: The additional details of the company have been omitted as they do not directly pertain to the job description.,