Data Scientist vs Software Engineer. Here's the Difference.

Data Scientists and Software Engineers can work hand-in-hand, while some work completely apart from one another, so you can expect to see some similarities and differences between them. A usual company team encompasses a Data Scientist, Machine Learning Engineer, Product Manager, and Software Engineer (a blend of Product and Engineering). Oftentimes, one is already a Software Engineer and will transition to become a Data Scientist and vice versa. Below, I will be describing the skills, goals, differences, and similarities of each role and between each role. The goal of this article is to highlight these characteristics to better understand these positions, how they work with one another, and to start a discussion that can help you decide which role you would like to stay in or change to.