Everyone has a certain paradigm in which they see the world. That paradigm will be different from yours. It may even be frustrating for you to see how different it is. By the same token, the other person sees you in the same light – different from hers or his.
Does this mean you do not work with these people if you have a choice? Not necessarily. The difference can create synergy and also demand creativity. The key is to have a common goal, respect, and integrity.
If you have a common goal, trust between each other and mutual respect, the difference can be a positive trait.