Data engineer must know how to manipulate database management systems (DBMS), which is a software application that provides an interface to databases for information storage and retrieval
Data warehousing solutions
ETL tools
ETL (Extract, Transfer, Load)
Data APIs
Allows two applications or machines to communicate with each other for a specified task