Step-by-step explanation:
As a technology specialist responsible for developing data applications, the most important software components of a DBMS are the application generation and data manipulation subsystems.
The application generation subsystem provides the tools and user interfaces necessary for developers to create custom data applications that meet specific user requirements. This includes the ability to design forms, reports, and other application components.
The data manipulation subsystem provides the tools for data manipulation, including query languages and data manipulation commands, which are essential for developers to access, modify, and analyze data in a database. This subsystem is important for the technology specialist because it enables them to develop data applications that can interact with and manipulate the underlying data, helping to ensure that the data is accurate, up-to-date, and secure.
Therefore, the application generation and data manipulation subsystems are the most important tools for a technology specialist who is responsible for developing data applications, as they provide the necessary tools to design and interact with the data in a database.