Your preference for producing or analyzing would determine how you feel about this. For the most part, it goes like this: first, the issue is recognized; second, the large data collection that has the potential to resolve the problem is recognized. In the third step, the engineers construct a system that can collect, store, and make it possible for others to obtain and analyze data. In the fourth step, the data scientists make use of the system (and sometimes modify it if they have the ability) this is for your information: We are in the process of developing an online careers portal called datasciencejobs for individuals who are interested in working in the field of big data or who are already employed in the field and are looking for careers that are specifically related to the fields of data science, machine learning, deep learning, data analytics, big data, and statistics. Please send an email to info@datasciencecareer.co.uk if you would like to be included to our email list in order to get information about employment possibilities and other relevant updates.