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Project Description:Our client, a leading manufacturer of high-end household appliances, is expanding into new smart product lines. As part of this strategic initiative, a large-scale global program is being implemented across the company's IP portfolio. This includes the development of new embedded software, enhancements to cloud infrastructure.Responsibilities:- Work directly with computer vision perception engineers and camera ISP engineers.- Define the image quality requirements for customer use cases- Develop image processing algorithms to optimizing the camera image quality for performance improvement of computer vision applications- Develop custom ML models for visual recognition and training it from scratch- Quantization and pruning the ML models- Data evaluation using relevant metrics to increase the model performance- Implement computer vision/image processing algorithms in fast/optimal C++ code- Implement heuristic/math algorithms and probabilistic methods for camera AI- Research existing C++ solutions for CV logic- Develop cross-platform C++ code- Cover algorithms and CV code with unitest- Ramp up on new technologies related to CV/ML/algorithms (not R&D)- Integrate machine learning modules into algorithmsMandatory Skills Description:- Bachelor's Degree or greater in Computer Science, Software Engineering, or related field.- 3-5 years of experience developing computer vision applications/algorithms- Participate in at least 2 image processing/computer vision projects, and 1 of them productized- Image processing / computer vision background/understanding- Strong C/C++ experience- Experience with OpenCV and ML frameworks such as Pytorch, TensorFlow, TensorFlow Lite- Deep understanding of neural network architectures- Experience to work with embedded devices in C++ on Linux- Decent understanding geometry 2D/3D and algebra.- Desire to learn new technologies- Desire to follow test driven development(in CV/ML too)Nice-to-Have Skills Description:- Experience with machine learning integration, inference engines- Machine learning general understanding- Building for Android/Yocto experience- OpenCL/CUDA or OpenGL/Vulkan(shaders) experience/understanding and desire to learn or any different SIMD languageLanguages:English: C1 Advanced