Expert Computer Vision R&D Specialist
15 hours ago
At BotLab Dynamics, we are seeking a highly skilled and passionate Computer Vision R&D Engineer to join our innovative team. In this role, you will work on cutting-edge computer vision projects, solving complex challenges in image processing and robotics. Your expertise will contribute to developing novel solutions that push the boundaries of technology and enable real-world applications.
We are looking for an individual with a strong command of at least one programming language, such as Python, C++, or Java, and experience working with advanced computer vision projects like Visual Odometry, Obstacle Avoidance, or SLAM. You should also have knowledge of feature detection and matching techniques, geometric transformations, 3D vision, outlier removal, camera calibration, and stereo vision.
The ideal candidate will have a solid foundation in linear algebra, geometry, and optimization techniques, and be proficient in algorithm design and optimization. Experience with Robot Operating System (ROS) is a plus.
We offer a competitive salary of $120,000 - $150,000 per year, depending on experience, and a comprehensive benefits package, including health insurance, retirement plan, and paid time off.
Key Responsibilities- Develop and implement state-of-the-art computer vision algorithms
- Conduct research on advanced image processing techniques and their applications
- Collaborate with cross-functional teams to integrate vision-based solutions into robotics and autonomous systems
- Optimize performance and scalability of vision algorithms for deployment on edge devices and other platforms
- Programming Proficiency: Strong command of at least one programming language (e.g., Python, C++, Java)
- Advanced Projects: Experience working with advanced computer vision projects such as Visual Odometry, Obstacle Avoidance, or SLAM
- Computer Vision Expertise:
- Feature Detection & Matching: Knowledge of SIFT, SURF, ORB, or Harris corner detection
- Geometric Transformations: Skills in image translation, rotation, scaling, and cropping
- 3D Vision: Familiarity with Structure-from-Motion (SfM), Bundle Adjustment, Iterative Closest Point (ICP), and 3D point cloud processing
- Outlier Removal: Understanding of RANSAC and similar techniques for robust model fitting
- Camera Calibration: Knowledge of projection matrices, fundamental matrices, and essential matrices
- Stereo Vision: Experience with stereo images, depth maps, disparity maps, and epipolar geometry
- Mathematical Rigor: Solid foundation in linear algebra, geometry, and optimization techniques
- Data Structures & Algorithms: Proficient in algorithm design and optimization
- ROS (Optional): Familiarity with Robot Operating System is a plus
Bachelor's or Master's degree in Computer Science, Electrical Engineering, Robotics, or a related field
Proven track record in implementing advanced computer vision algorithms
Hands-on experience with Visual Odometry, SLAM, or similar systems
Experience working on real-world projects in robotics, autonomous systems, or similar domains
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