Mujin is the future of industrial robotic systems in production and distribution environments. Our technology gives robots perception and awareness, enabling them to take on more advanced tasks. Our aim is to revolutionize the use of robotics within industry to free human resources from labor intensive tasks to focus on more intellectual challenges.
As a Computer Vision Engineer, you will be a part of the Mujin R&D team, focusing on the algorithmic design, development, and deployment of computer vision applications for high-speed recognition. You will work directly with and expand on the world’s first 3D vision system for factory automation and logistics solutions.
Our computer vision algorithms are robust enough to run on 24/7 systems, handling thousands of items per customer, for diverse customers and applications. The challenges of enlarging its capabilities toward more autonomy, scalability, and diversity of applications mean you will never stop learning at Mujin.
If you would like to apply real-time computer vision algorithms to robotics and join the industrial automation revolution, this role is for you!
Unlocking the potential of Vision Engineering: beyond deep learning for industrial robotics
Responsibilities:
- Solve cutting-edge scientific and technical challenges related to recognition and pose estimation of a very wide variety of objects in challenging scenarios
- Analyze and evaluate state-of-the-art algorithms related to detection and pose estimation, from both academic and industrial research, and implement and enhance them in a production environment
- Design, develop and evaluate the performance of highly scalable and accurate real-time computer vision applications in Python and C/C++
- Perform detailed tests, carry out performance analysis on algorithms, and use continuous integration tools to finely enhance the rapidly deployed algorithms
- Manage the integration and deployment of Mujin’s vision systems at customer sites, involving direct client interactions and rapid problem solving
Requirements:
- Master's degree/Ph.D. or foreign equivalent in computer science, robotics, or related field, with a combined minimum of five years of computer vision focused research/internship/work experience providing exposure to the following:
- Willing to travel approximately 10% of the year, primarily within the Continental United States and Canada, with occasional trips to other international destinations
-Developing applications and tools in C++ and Python
-Developing and implementing algorithms for 3D object detection and recognition in various environments
-Performing camera calibration to ensure precise measurements in image processing and analysis
-3D and 6D pose estimation to determine the orientation and position of objects in space
-3D reconstruction to build detailed models from images and point cloud data, enhancing the accuracy of object detection and scene understanding
-Processing and analyzing point cloud data to create 3D models of environments or objects
Preferred:
- 3D pose estimation of textured and texture-less objects in cluttered scenes
- Broad experience with computer vision libraries
- Mathematical background
- Previous contributions to open-source projects
- Experience in object tracking, SLAM, computer graphics, augmented reality, machine learning, or robotics projects
Since our expansion to North America, we have encountered substantial demand for our groundbreaking robotics technology. If you're seeking a job in cutting-edge robotics and automation, Mujin offers an exciting opportunity to work with state-of-the-art technology and be at the forefront of the industry's advancements. As part of the Mujin team, you will have the opportunity to work with some of the leaders in the robotics space, as we work together to change the face of industrial automation.
EEO Statement
Mujin Corp. is committed to providing equal employment opportunities for all employees and applicants, without regard to race, religion, color, sex, sexual orientation, gender identity or gender expression, national origin, age, pregnancy, physical or mental disability if the individual is otherwise qualified, genetic information, military or veteran status, marital status, familial status, parental status, HIV/AIDS status, sickle cell trait, DNA analysis, or any other protected characteristics as governed by federal, state, and local laws. This policy applies to all the Company activities, including hiring, placement, promotion, discipline, termination, compensation, and training.
Top Skills
What We Do
Mujin develops and sells "intelligent robot controllers," designated as a common platform for industrial robots.
Conventional robots, even though they are suitable for the automation of repetitive work, were difficult to install in environments where handled products and the surroundings are liable to change, due to the robots’ operations differing by the manufacturer and the complex settings.
Mujin has solved this problem using technology called motion planning, and is providing solutions in which heavy/simple work done by humans at the logistics/manufacturing scene are automated by robots.
