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Deep Learning Framework and Compiler Engineer @ Qualcomm

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 Deep Learning Framework and Compiler Engineer

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 & Consulting
Functional Area / Department: Engineering - Software & QA
Role Category: Quality Assurance and Testing
Role: Post Silicon Test Engineer
Employement Type: Full time

Contact Details:

Company: Qualcomm
Location(s): Bengaluru

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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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