Machine Learning (Vision) Engineer
Teleradio Engineering · Singapore
The Role: We are looking for machine vision engineer that has a strong interest on working with machine learning. This position is newly created role to introduce and implement machine vision to enhance the performance and reliability of new and/or existing automation solutions. Responsibilities: Design and develop machine vision inspection solution Working with the raw image data, research, develop, evaluate, and optimize various computer vision and deep learning models for related automation applicationsDefine and supervising the data acquisition process to build up training database Exploring and visualizing data acquired to identify features, differences in data distribution that could improve performance when deploying the model in the real world Deploy machine vision models on edge devices after optimization to meet customer requirements and maintain them to later improve to address additional customer requirements in future.Requirements: Bachelor/MSc in Computer Science, Electrical Engineering, Machine Learning or in related fields with relevant technical knowledge and experience in computer vision will be considered. At least 2 years of experience in computer vision and/or deep learning for object detection and tracking along with semantic or instance segmentation either in academic or industrial domain. Excellent understanding and breadth of computer vision and deep learning algorithms. Strong foundation in data structures and algorithms in Python or C++ Proficiency with a deep learning framework and tools such as TensorFlow or Keras Ability to produce solutions independently in an organized manner and be able to work in a team Willing to learn and positive, can-do attitude