Sr. Image Processing Engineer
2 weeks ago
Santa Clara client seeks Sr. Image Processing/Algorithm Engineer. M-F hybrid role (3-days in-office), $140k-$190 base salary range + RSUs and competitive benefit package. Relevant PhD education, required.
Overview:
Seeking a talented team member to help our client deliver advanced computer vision algorithms to tomorrow's intelligent video products. Studying industry trends across deep learning and computer vision, creating new ideas and concepts for HDR tone mapping and low light image processing. Work closely with all members of high-level software, compiler, and SoC design teams.
Responsibilities:
- Developing Deep Learning / Machine Learning methods for image processing and optical flow
- Training and optimizing deep learning based computer vision algorithm
- Optimizing performance on embedded hardware accelerators
- Validating large-scale datasets
Requirements:
- PhD/MPhil Degree in Computer Science / Optical Engineering / Computer Engineering or relevant discipline
- Strong programming skills in Python, C/C++
- Matlab is a plus
- Experience with:
- deep learning and its applications to computer vision or image processing
- image processing algorithms, optical flow, image quality tuning, and digital imaging
- advanced data augmentation and sample synthesis
- AI training data distribution analysis, training process optimization and feature reduction
- Study advanced convolution neural network architecture, transformer model
- Experience in developing deep learning frameworks (e.g. Tensorflow, Keras, Caffe, PyTorch, ONNX, etc.)
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