We are a team of engineers that harness the power of video-based perception methods to create industry leading automated driving technologies.
We develop state-of-the art computer vision algorithms with the focus on traffic scenes and parking scenes perception. Our activities cover a broad set of algorithmic methods such as 3D geometric computer vision methods, temporal tracking and spatial clustering methods, fusion of data-driven based methods (e.
g. deep learning) with the 3D perception methods. Our applications cover various mobile platforms (vehicles, motorcycles, etc.
enabling automatic lateral and longitudinal control of the vehicles as well as high-definition maps creation.
In your role you will :
Develop computer vision based environment perception algorithms for assisted and automated driving systems;
Design, develop and optimize algorithms and software for single and for multi-camera video systems using a variety of state-of-the art methods (structure from motion, optical flow, 3D reconstruction, clustering, segmentation, objects tracking, visual odometry, numerical optimization techniques, projective geometry, deep learning);
Evaluate and tune the algorithmic performance on large data-sets for reaching series-ready systems performance;
Occasionally develop offline algorithmic methods for reference sensors data processing (e.g. LiDAR) and visualization software (e.g. 3D visualization);
Technology Stack :
Git, Jira, BitBucket, Docker
You have a university degree in computer science, automation, electronics and telecommunications, informatics, mathematics or comparable;
You have algorithms, data structures and software design know-how
You have experience or you are willing to learn and use an object oriented programming;
You enjoy working on both research & development related activities;
You are motivated and committed to get involved, learn and contribute to the development of cutting-edge technologies in collaboration with a global network of experts;
You have good communication, strong analytical skills, you are team oriented, have initiative, perseverance, and attention to details;
You are self-organized and able to estimate, prioritize and schedule own tasks
You are result and quality oriented;
Nice to have :
Experience with C++;
Experience with 3D computer vision systems and numerical optimization methods;
Experience with developing automated driving systems;
Experience with software design on embedded systems;
Experience with software documentation, tracking (ex : Jira) and versioning tools;
Experience with deep-learning methods;
You have knowledge on automotive SPICE and ISO26262;