What about the other Sky Sports channels - do they play on any device?
Which exact Android devices are you having issues with? It's not a problem affecting all users as I'm able to watch Sky Sports on a Windows 10 PC, Lenovo A70-10F tablet and Samsung S8+ at the moment.