The role of a machine learning engineer (MLE) is different from that of a data scientist.While a data scientist may focus on analytical work and setting metrics, an MLE specializes in building and deploying machine learning models.It is important for prospective applicants to carefully read job descriptions to understand the specific responsibilities of each role.A data scientist typically engages in a combination of analytical and modeling work.