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    Staff/Principal Algorithm Engineer - Santa Clara, United States - Ambarella

    Ambarella
    Ambarella Santa Clara, United States

    2 weeks ago

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    Description
    Job Description

    The rapid acceleration of deep learning is leading to new generations of image processing. At Ambarella, we are looking for talented team members to help us deliver our advanced computer vision algorithms to tomorrow's intelligent video products. Studying industry trends across deep learning and computer vision, we create new ideas and concepts for HDR tone mapping and low light image processing. Our team works closely with all members of our high-level software, compiler and SoC design teams, thus our team clearly communicates in both verbal and written form.

    For this current position, we are looking for an engineer with strong background in image processing or computer vision to join an exciting cross-functional team to deliver the next generation of Ambarella's computer vision processors.

    You will be:
    • Developing Deep Learning / Machine Learning methods for HDR tone mapping, image super resolution, image noise reduction, image classification, object recognition, sematic segmentation
    • Training and optimizing deep learning based computer vision algorithm
    • Optimizing performance on embedded hardware accelerators
    • Validating large-scale datasets.
    You are a great fit if you have:
    1. PhD/MPhil Degree in Computer Science / Optical Engineering / Computer Engineering / Electronic Engineering / Mechanical Engineering/ Information Technology / Mathematics / Physical or relevant disciplines and 8+ years working experience
    2. Strong programming skills in Python, C/C++. Matlab is a plus
    3. Experience in Image Quality Tuning, Image processing algorithm, and digital imaging
    4. Experience with deep learning and its applications to computer vision or image processing
    5. Experience with advanced data augmentation and sample synthesis
    6. Experience with AI training data distribution analysis, training process optimization and feature reduction
    7. Study advanced convolution neural network architecture, transformer model
    8. Experience in developing or using deep learning frameworks (e.g. Tensorflow, Keras, Caffe, PyTorch, ONNX, etc.)
    The base salary range is $150,000 - $250,000. Your base salary will be determined based on your location, experience, and the pay of employees in similar positions.
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