Jobs

    Machine Learning Engineer - Hyderabad, India - Cientra Techsolutions

    Cientra Techsolutions
    Cientra Techsolutions Hyderabad, India

    Found in: Talent IN 2A C2 - 4 days ago

    Default job background
    permanent Technology / Internet
    Description

    Responsibilities :

    • Design and develop performance optimization techniques for machine learning (ML) models to run efficiently on Client hardware.
    • Develop and maintain software that efficiently deploys ML models built on various ML frameworks (pytorch, tensorflow, caffe2, etc.) to Client hardware.
    • Collaborate and communicate with the other teams that work on hardware level implementations and optimizations for the various ML operations/layers.
    • Follow agile software development methodology, unit testing and continuous integration.

    Requirements :

    • Strong handson experience in training and inference of ML models using ML frameworks like Pytorch, Tensorflow, etc.
    • Excellent programming skills in Python, C/C++
    • Good Knowledge on neural network workings.
    • Good Knowledge of mathematical computations/workings of the most commonly used neural network layers.
    • Familiarity on the workings and basic architecture of various ML models related to computer vision, NLP, autonomous driving, etc.,
    • Familiarity with neural network performance optimization techniques including but not limited to quantization, pruning, etc.,
    • Familiarity with ONNX is a plus.
    • Familiarity with SIMD Computer Architectures is a plus.
    )
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