Computer Vision Researcher Advanced Robotics Job in Addverb Technologies

Job Title: Computer Vision Researcher

Location: Noida Headquarters

Overview:

We are looking for a talented and driven Computer Vision Researcher to join our Advanced Robotics team. As a key member, you will contribute to the design, optimization, and integration of cutting-edge computer vision technologies that power our innovative robotic systems. Your expertise will drive the development of humanoid robots capable of navigating and interacting with complex, dynamic environments. This role will involve working on various advanced robotics products, including the Collaborative Robot, Quadruped (Trakr), Remote Ultrasound Solution, and Bi-Ped Robot.

Key Responsibilities:

• Conduct Advanced Research: Lead research in computer vision areas such as image segmentation, object detection, motion tracking, sensor fusion, and more to create efficient algorithms enabling robots to perceive, navigate, and interact in real time with their environments.
• Deep Learning Model Development: Design, train, and fine-tune deep learning models (e.g., CNNs, RNNs, GANs) for various computer vision tasks. Work with large datasets to optimize performance and accuracy.
• Data Pipeline Management: Develop and implement efficient data processing pipelines for large-scale datasets. Utilize data augmentation techniques to enhance model robustness.
• Prototype Development: Build prototypes and proof-of-concept systems to demonstrate the integration of computer vision algorithms into practical robotic applications.
• Real-time Optimization: Evaluate and optimize the performance of computer vision models, particularly for real-time applications, ensuring both high accuracy and computational efficiency, especially for embedded or mobile devices.
• Third-Party Integration: Facilitate the integration of third-party computer vision libraries and frameworks into the robotic control stack, ensuring seamless compatibility with existing systems.
• Collaboration Across Teams: Work closely with product teams, hardware engineers, and software developers to integrate computer vision technologies into robotics hardware for enhanced robot movement and features.
• Mentorship and Guidance: Mentor junior researchers and engineers in computer vision techniques. Provide guidance on experimental design, data analysis, and algorithm development.

Qualifications & Skills:

• Education: Ph.D. or Master s degree in Computer Science, Computer Vision, AI, Robotics, or a related field.
• Experience: 5-8 years of experience in computer vision research and development, including working with deep learning frameworks and large-scale datasets.
• Expertise in Computer Vision: Strong knowledge of image processing, feature extraction, object detection, segmentation, tracking, and other related areas.
• Deep Learning Frameworks: Proficiency with frameworks like TensorFlow, PyTorch, Keras, or Caffe.
• SLAM and VIO Knowledge: Experience with Visual SLAM, LiDAR SLAM, and Visual Inertial Odometry (VIO) is a plus.
• Advanced Networks: Hands-on experience with CNNs, RNNs, GANs, and other advanced deep learning architectures.
• Traditional Computer Vision: Familiarity with traditional computer vision techniques such as SIFT, SURF, HOG, and Optical Flow.
• Programming Skills: Strong skills in C++, Python, or other relevant programming languages.
• Data Handling: Experience with large image datasets (e.g., COCO, ImageNet), data augmentation, and processing techniques.
• Computer Vision Libraries: Experience with libraries like OpenCV or scikit-image.
• GPU Programming: Familiarity with CUDA for training deep learning models on GPUs.
• Machine Learning Fundamentals: Strong background in machine learning algorithms, statistical methods, and performance analysis techniques.
• Research & Innovation: Ability to stay current with the latest research trends in computer vision and apply cutting-edge methods to real-world challenges.

Why Join Us?

• Be a part of a dynamic, forward-thinking team pushing the boundaries of robotics.
• Work on innovative products with the potential to redefine the robotics landscape.
• Collaborate with experts across multiple disciplines in a supportive, growth-focused environment.

If you're passionate about advancing the future of robotics and have a deep understanding of computer vision, we encourage you to apply and make a tangible impact on the next generation of intelligent robotic systems.