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    Research & Development Engineer - Video Processing - Bangalore, India - Career Makers

    Career Makers
    Career Makers Bangalore, India

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

    Default job background
    permanent Technology / Internet
    Description

    Job Description :
    Strong Knowledge in ML/DL concepts

    • Hands on experience in designing and developing a DNN models using ML/DL frameworks (TensorFlow/Pytorch)
    • Deep understanding of DNN layers, topologies, popular DNN architectures (VGGNet, ResNet, SRCNN etc.) and latest DL techniques
    • Good understanding in data creation, analysis, visualizations
    • Good mathematical back ground and understanding of various concepts: Probability, Statistics, backpropagation, loss functions
    • Strong in algorithm design and development
    • Strong analytical, programming and debugging skills
    • Knowledge of version control systems (P4, Git)
    • Programming Skills : C/C++, Python
    • Good communication skills, both written and verbal

    Preferred Skills :

    • Exposure to Image, Signal processing concepts & Computer Vision
    • Exposure to Image/Video processing algorithms, Codecs etc.

    Qualification :

    • B.Tech/M.Tech/PhD in Computer Science or related technical field
    • 7 to 10 years of relevant work experience

    Job Description Summary :

    • Design and develop AI based multimedia and camera and algorithms, compression and solution software that meets consumer needs
    • Optimize AI solution on Company's proprietary hardware (DSP/NPU etc.), develop performance evaluation measures and evaluate
    • Explore areas to apply machine learning in camera, multimedia and display, develop measures on collecting data used for model learning and evaluation
    )
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