Data Engineers vs. Data Scientists 2019-06-25 · O'Reilly Data Engineering Books O'Reilly Amazon book by Jesse Anderson (Big Data Institute) data data-science Data engineers and data scientists are not interchangeable—and misperceptions of their roles can hurt teams and compromise productivity. This article clears up the differences of each role and how to best optimize these roles.