If you are going to use data to answer questions, you have to figure out the right questions to ask in the first place. This is tricky. As a data analyst, you will need to synthesize connections that are not always obvious to everyone. Critical thinking means the ability to think for yourself as opposed to solely relying on what already exists. This is an innate ability, but it is also one that can be cultivated.