Senior Software Engineer - Computer Vision

Job Summary : The Senior Vision Developer will play a key role in designing, developing, and implementing computer vision algorithms and systems. This position requires deep expertise in vision technology and a solid understanding of how these solutions can be applied to real-world logistics and supply chain challenges. The ideal candidate has extensive experience in computer vision, machine learning, and image processing, with a proven track record of delivering successful projects in a fast-paced environment. Key Responsibilities : - Lead the design and development of computer vision algorithms and models for logistics and supply chain applications. - Work closely with cross-functional teams, including software engineers, data scientists, and product managers, to integrate vision solutions into our products. - Train, fine-tune, and optimize computer vision models using machine learning frameworks and deep learning libraries. - Experiment with different network architectures, loss functions, and optimization techniques to improve model performance and generalization. - Develop and optimize image processing pipelines for large-scale data sets. - Implement machine learning techniques to improve accuracy and efficiency in object detection, classification, and tracking. - Evaluate and select appropriate tools and frameworks for computer vision tasks. - Stay updated with the latest advancements in vision technology and incorporate best practices into the development process. - Collaborate with stakeholders to understand business requirements and translate them into technical specifications. - Conduct performance testing and debugging to ensure the reliability and scalability of vision systems. - Document code, processes, and research findings for knowledge sharing and future reference. - Ensuring the privacy and security of visual data Requirements : - 7 years of experience in software development, with at least 4 years focused on computer vision technology. - Strong programming skills in Python, C++, or similar languages. - Experience with computer vision libraries such as OpenCV, TensorFlow, PyTorch, or similar. - Experience with image processing, object detection, recognition, and tracking algorithms. - Knowledge of cloud-based services and their application in vision processing (e.g., AWS, Azure). - Proficiency in machine learning techniques and frameworks. - Experience with real-time processing and optimization of vision systems. - Strong problem-solving skills and the ability to work independently. - Excellent communication and collaboration skills. - Experience with ANPR/ ADAS/DMS camera and/or IoT based platforms is a plus (ref:hirist.tech)

Location: Delhi, IN

Posted Date: 11/14/2024