Computer Vision Engineer
exodigo · תל אביב
פיתוח, דאטה וחומרה
על התפקיד
Work on computer vision problems where imagery meets the physical world, including reconstruction, localization, depth, registration, detection, segmentation, and tracking. You will develop and benchmark algorithms on real data and work with Mapping and Engineering teams to turn prototypes into production-grade systems.
דרישות התפקיד
- 4+ years of industry experience developing computer vision and machine learning algorithms
- Academic research experience counts in addition to this, not instead of it
- Strong spatial intuition and hands-on experience with the transition between 2D and 3D
- Strong experience with problems such as navigation, mapping, 3D reconstruction, photogrammetry, localization, depth estimation, or something similar in spirit
- Solid experience with core computer vision tasks such as detection, segmentation, tracking, or registration
- Strong understanding of modern deep learning architectures, including transformer-based and multimodal models
- Strong proficiency in Python and the standard scientific and computer vision stack: NumPy, SciPy, OpenCV, and PyTorch
- B.Sc. in Electrical Engineering, Computer Engineering, Computer Science, or a similar field
כישורים
computer visionmachine learning2D-to-3Dnavigationmapping3D reconstructionphotogrammetrylocalizationdepth estimationdetectionsegmentationtrackingregistrationtransformer-based modelsmultimodal modelsPythonNumPySciPyOpenCVPyTorchM.Sc.Ph.D.text and imagerypoint-cloud analysisLiDARaerial image analysisorthophoto analysissatellite image analysisgeolocationAWS