ML/CV engineers for Image/Video enhancement tasks

Take part in development of image/video enhancement solutions for mobile camera. We are targeting on development of computational or NN-based image processing solutions and implementation in image processing pipeline for improvement of photo/video quality in complicated conditions.

Depending on your competency profile, your responsibility might related with possible areas:

• Development of image-to-image NNs for image processing scenarios such as demosaicing, denoising, deblurring, details enhancement, low light photo capturing and so on;
• Working with creation of training datasets
• Porting on device, including NN optimization, implementation in processing pipeline

• Development of a novel image processing algorithms and commercialization as part of mobile camera functionality
• Inter-disciplinary research (machine learning / SW development / Optic)
• Constant self-growth through learning articles and state-of-the-art solutions, practical implementation of acquired knowledge in commercial product.
• Development of new technological ideas for mobile devices and other company products

• Master or Bachelor degree in Applied Mathematics or Computer Science

• Experience in computer vision/image processing

• Practical knowledge of Python / C++ (at least basic level)

• At least basic experience with machine learning (tensorflow, pytorch)

• Technical English (reading, writing would be a plus)

• Knowledge of C/ C++, experience in software development

• Practical experience with SIMD –based optimization, basic understanding of programming for DSP

• Experience in computer vision libraries (e.g. OpenCV, dlib)

• Knowledge of mathematical analysis, Fourier analysis, linear algebra or computational geometry

• Research skills, including writing papers or patents

• PhD degree in Applied Mathematics or Computer Science