Master’s degree or foreign equivalent in Computer Engineering, Computer Science or related field and 2 years of experience in the job offered or related occupation.
2 years of experience in each of the following skills is required:
Using Python, including experience in Data structures, algorithms, multi-threading, Object-oriented design, large-scale data handling
Experience in major machine learning framework: TensorFlow, Keras, and PyTorch
Experience in 3D Computer Vision concepts including 3D reconstruction, triangulation, and camera calibration.
Experience in Machine Learning concepts including deep learning, model training, key losses, and KPI
Experience in CVML algorithms including Object Detection and Recognition algorithms YOLO; experience in Pose estimation algorithms including Stacked-hourglass, OpenPose; and experience in Temporals models including TCN, and LSTM.
Experience working with real world data
Experience with collecting 2D / 3D data in the field and designing ground truth benchmarks
Experience communicating technical findings to the team