DBA is a good choice in the field of Big Data. To improve your profile for this job role, I suggest you start with reading papers and blogs about Database Administration. Then get a certification. The certification I would suggest is the ORACLE DBA. It has good recognition and it is useful to kick-start your profile for Database Administrator job role.