Job-Specific Skills and Expertise:
The applicants can be junior entry level or experienced research engineers. They need to demonstrate good understanding in some of the skills in one of the following areas, and an interest to learn new topics. Please note that training will be provided upon hiring to enhance knowledge on the below areas:
• Back-end design (RESTful API, Python/Java, PHP)
• Database systems (Relational, Graph)
• Knowledge of Telecommunication protocols (e.g., LoRaWAN, Z-wave, Zigbee)
• Experience with PLC programming.
• IoT Platforms (e.g., FIWARE, ThinkSpeak
• Mobile Application Development, (e.g., Android Studio - Java, iOS Xcode - Swift, React, Angular)
- Experience in computer vision and/or image processing pipelines, including traditional statistical methods and feature extraction approaches, 3D Geometry and point-cloud analysis, and deep learning (detection, segmentation)
• Embedded software development platforms for algorithm implementation and machine learning (such as NVIDIA Jetson family) is a plus, and experience in prototyping real-time applications (e.g., TensorRT)
• Good knowledge of machine learning and statistics (supervised learning, unsupervised learning, time-series analysis and forecasting)
• Experience with the packages: pandas, scikit-learn and TensorFlow / Keras or PyTorch.
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