Computer Vision Engineer
2 weeks ago
Responsibilities:
· Own and lead the development of the computer vision perception stack, ensuring its reliability, accuracy, and performance.
· Design and optimize algorithms for progress tracking in construction, both on the server side and hardware platforms.
· Implement state-of-the-art techniques in 3D computer vision, point cloud registration, and related areas to improve our perception capabilities.
· Collaborate with cross-functional teams to integrate computer vision algorithms into our existing software infrastructure.
· Work closely with hardware engineers to optimize algorithms for real-time performance and efficient resource utilization.
· Develop and maintain software components using languages such as C++ and Python, leveraging robotics libraries like ROS.
· Conduct thorough testing and validation of computer vision systems to ensure robustness and accuracy.
· Stay up-to-date with the latest research and advancements in computer vision, robotics, and AI, and apply them to solve complex problems.
· Participate in code reviews, documentation, and knowledge sharing activities to ensure high-quality standards.
Requirements:
· Bachelor's or Master's degree in Computer Science, Robotics, or a related field. A Ph.D. is a plus.
· Proven industry experience as a Computer Vision/Robotics/AI Engineer, with a focus on computer vision algorithms and systems.
· Strong proficiency in software development using languages such as C++ and Python.
· Deep understanding and practical experience with robotics libraries like ROS.
· Extensive knowledge of state-of-the-art techniques in 3D computer vision and point cloud registration.
· Familiarity with hardware optimization techniques and experience in implementing algorithms on embedded systems is desirable.
· Good understanding of construction industry practices and challenges related to progress tracking is a plus.
· Experience with robotics fleet management is advantageous.
· Excellent problem-solving and analytical skills.
· Strong communication skills, with the ability to collaborate effectively with cross-functional teams.
· Demonstrated ability to take ownership of projects and deliver results in a fast-paced environment.
Working Location - Robinson
Tell employers what skills you have
Machine Learning
Analytic Problem Solving
Construction
Analytical Skills
Hardware
Problem Solving
Computer Vision
3D
Embedded Systems
Fleet Management
Python
Communication Skills
Robotics
Software Development
C++
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