Data analyst doesn't require python programming, it requires excel, SQL and powerbi skills which are usually not considered as coding skills. Data scientist jobs require coding skills.

@@IndianCoupleinLondon IT Business analyst job ?

Yes it business analyst is considered a non coding job, it mostly needs expert in domain, data analysis, excel n project management skills which are good to have n makes your profile strong. Soft skills are considered most important here with analytical mindset.

It would be good if you can include the education requirements and the tools to be learnt for each of these jobs.