We won't go to the heart of the matter: let's just brief on the question. There are a great many analysts, such as Business Analysts, Systems Analysts, Big Data Analysts, Data Scientists, and even Virus Analysts.
The key similarity between the roles is their task. They should analyze existing information about a product or company, identify optimal solutions and be able to predict results.