Data Engineers vs. Data Scientists

Table of contents

1. 1. Data Engineers vs. Data Scientists
   1. What Are Data Scientists and Data Engineers?
      1. Data Scientists’ Skills
      2. Data Engineers’ Skills
      3. Overlapping Skills
   2. When Organizations Get It Wrong
      1. Data Scientists Doing Data Engineering
      2. Ratios of Data Engineers to Data Scientists
      3. Data Engineers Doing Data Science
   3. The Need for Machine Learning Engineers
      1. Machine Learning Engineers and Data Engineers
      2. The Increasing Value of Machine Learning Engineers
   4. What To Do?