Common Android mobile app development challenges include device fragmentation, managing battery usage, and ensuring security. Android apps need to work smoothly on various devices with different screen sizes and hardware specs, which requires extra testing and optimization. Developers must also balance feature-rich apps with efficient performance so that battery life isn’t compromised. Addressing security issues early on is crucial to protect user data.