Transitioning from experienced DBA/Developer to Data Engineering — Advice Needed?

Hi sandeeppri 

Just to echo what the other people have said, because you have got an experience in database systems you have done the hard work and understand hard data pieces together as well as with power BR how to model data. So I would recommend that you could always look from a pure ETL perspective in terms of data engineering where you can ingest data and bring it into lake houses or warehouses which is something you can build on with your existing knowledge you. Might have to learn a bit of puffin and understand how delta table works, but that's not too far or too different from what your existing experience has. I would highly recommend just getting started and stuck in and you will then see how similar it actually is.