Data engineers don't just write SQL. You deploy pipelines, manage storage, configure access controls. You're expected to know cloud platforms.
Most companies use AWS, GCP, or Azure. You don't need expertise in all three, but you should understand one deeply and know how concepts translate.
I'll cover the data services you'll discuss in interviews and use on the job.