Analyst is added to most job titles today and so it's very common to see jobs ads for xyz analyst. You will need to review the job description to see if it is a job you are interested in.
There's no right or wrong way to determine the proper job or role for you. This is only meant to be a guide to get you started.
Job titles based on your personality and soft skills
Do you like working with people, with numbers, or organizing tasks?
Job titles based on technical skills
Do you like the math, the analysis, or the details of working with data?
Job titles based on areas of business focus
Is there a particular part of the business you like to work with?