No, there is no need of any  tech background to learn digital marketing. If you're familiar with Facebook, Whatsapp, Instagram.etc If you know how to create a group in Whatsapp and the skills to read and write a little English you're done. The main qualification to learn digital marketing is your common sense. If you having these skills no one can stop you from becoming a digital marketer.