A DBA is a technician skilled in SQL and very large databases who is responsible for managing database software, backup and recovery processes, data security, and storage and capacity planning.
A database admin is responsible for the operation of databases, whereas a database architect manages the design, implementation and maintenance of databases.
Becoming a data scientist often involves getting a degree or certification and learning skills in cloud computing, statistics and probability, and database management among others.