No, team size does not matter with a mobile app development team. Even small teams with versatile and multiple skill sets can work along to create a mobile app successfully. Make sure that they are not more specialized; otherwise, communication could be a problem. Many companies have seen success starting as a small team and using agile methodologies to break the complexity in the work assigned.