Machine Learning Engineer - Computer Vision

As a Computer Vision Software Engineer at our client's leading manufacturer of high-end household appliances in Bengaluru, India, you will be part of a large-scale global program aimed at expanding smart product lines and enhancing the company's IP portfolio. You will play a key role in developing new embedded software and improving cloud infrastructure. **Key Responsibilities:** - Work directly with computer vision perception engineers and camera ISP engineers. - Define image quality requirements for customer use cases. - Develop image processing algorithms to optimize camera image quality for improved performance of computer vision applications. - Develop custom ML models for visual recognition and train them from scratch. - Quantize and prune the ML models. - Evaluate data using relevant metrics to enhance model performance. - Implement computer vision/image processing algorithms in fast and 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 unit tests. - Integrate machine learning modules into algorithms. **Qualifications Required:** - Bachelor's Degree or higher in Computer Science, Software Engineering, or a related field. - 3-5 years of experience in developing computer vision, with at least 2 image processing/computer vision projects, and productizing one of them. - Strong experience in C/C++, OpenCV, and ML frameworks such as Pytorch, TensorFlow, and TensorFlow Lite. - Deep understanding of neural network architectures. - Experience working with embedded devices in C++ on Linux. - Decent understanding of 2D/3D geometry and algebra. - Desire to learn new technologies and follow test-driven development in CV/ML. In addition to the above responsibilities and qualifications, it is nice to have experience with machine learning integration, inference engines, Android/Yocto development, and OpenCL/CUDA or OpenGL/Vulkan. This role offers the opportunity to work on cutting-edge technologies in the field of computer vision and machine learning. (Note: The job description does not include additional details about the company.),