Machine Learning Software Engineer, Banglore

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Job Id: T1979970

Overview

  • Job Description You will join the CR&D team running machine learning models on and developing the SDK for Qualcomm’s Neural Signal Processor. Your focus will be on analyzing the functionality and performance of competing products and helping to define the roadmap and implementation for Qualcomm AI100 SDK solution. Additionally, you will participate in the porting of ML frameworks and software to AI100 and perform detailed analysis of overall AI100 SDK and neural network performance. You will be collaborating across internal teams within CR&D as well as with Qualcomm’s commercial division (QCT) covering multiple engineering disciplines including: software development, software architecture, systems and hardware. Direct customer interaction supporting development and productization of commercial solutions may also be required. The successful applicant should have a diverse skill set including a strong background in machine learning, performance testing and analysis, understanding of accelerator architectures and a passion to drive world-class solutions. Required Skills and Aptitudes
  • Hands-on experience with Deep Learning frameworks like SNPE, Keras, Caffe/Caffe2, TensorFlow, PyTorch, etc… including performance work
  • Experience/understanding of NN architectures and model formats, including ONNX, Caffe2, and Tensorflow
  • Experience with machine learning algorithms and architectures, including CNNs, and RNNs/LSTMs
  • Knowledge of Linux infrastructure and development tools
  • Experience with statistical tools like R, scikit, MLLib, or similar
  • Experience profiling and optimizing software for CPUs and/or GPU applications
  • Degree in Machine Learning/AI, Statistics, Applied Mathematics, Computer Science, or similar quantitative discipline
  • Experience with Source Code and Configuration management tools such as git
  • Good English and excellent communication (written and verbal) and positive interpersonal skills Desirable Skills and Aptitudes
  • Understanding of GPU and/or DSP architectures, familiarity with low-level hardware designs or assembly coding a plus
  • Good understanding of compilers, LLVM or similar preferred
  • Strong background in mathematical operations: linear algebra, fast math libraries a plus
  • Excellent analytical, development, and debugging skills Minimum Qualifications
  • Bachelor’s degree in Engineering, Information Systems, Computer Science, or related field.
  • 5+ years Software Engineering or related work experience.
  • 2+ years experience with Programming Language such as C, C++, Java, Python, etc

Education Requirements
Required: Bachelor’s, Computer Engineering and/or Computer Science and/or Electrical Engineering
Preferred: Master’s, Computer Engineering and/or Computer Science and/or Electrical Engineering

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