Deep Learning Framework and Compiler Engineer
- Qualcomm
- 4 - 9 years
- Bengaluru
- 29 days ago
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Job Description
General Summary:
- Design machine frameworks for Adreno GPU accelerator for computer vision and generative Ai needs
- Good understanding of network architectures, how a deep learning framework optimizes it to efficiently run on target accelerator
- OpenCL (or similar like CUDA) kernel programming knowledge and optimization techniques to get best performance from hardware
- Compiler optimization knowledge at graph level as well tensor IR
- Working experience with any one open source compiler frameworks like TVM, MLIR, LLVM, XLA etc
- Experience of understanding and integrating vendor acceleration SDK like CUDNN, Adreno OpenCLML, TensorRT, ArmNN inot inferenceing frameworks is a plus
- C, C++: Strong programming capability using advanced techniques to design and develop AI compilers and backends.
- Scripting: Strong expertise in Python with design, develop, release and maintain projects.
- AI Frameworks: Familiarity with other AI frameworks like PyTorch, TensorFlow, Hugging Face, etc.Machine Learning Knowledge:
- Understanding of machine learning principles and algorithms starting Computer vision to large language models and continuously update to new trends.Expertise to deep learning accelerator programming (GPU, NPU).
- Any parallel programming experience (Like CUDA, OpenCL, MKLDNN ..etc) is a plus.Experience with deep leaning compilers like Glow, TVM etc is a plus.
Minimum Qualifications:
- Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Systems Engineering or related work experience
- ORMaster's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Systems Engineering or related work experience
- ORPhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Systems Engineering or related work experience
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Quality Assurance and TestingRole: Post Silicon Test EngineerEmployement Type: Full timeContact Details:
Company: QualcommLocation(s): Bengaluru
Keyskills: deep learning algorithms python c generative ai ai frameworks ai machine learning scripting tensorflow open source computer vision optimization techniques design pytorch ai compilers systems engineering programming language models
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