Wireless embedded modules (WiFi, Bluetooth, Bluetooth Low Energy, ZigBee ...) have made simpler the development of IoT device hardware. Yet, there are many factors to consider when you are at the stage to choose one of them for your IoT hardware development project. This paper highlights some of the key choice factors.