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At 3 years you'd most likely be L4, which is "Engineer." You can expect a promotion to L5 (Senior Engineer) in 1 - 2 years. But that's not straight forward. Will need your manager to vouch for you.
We use Spark Scala mostly for the pipelines. Most of them running on buggy on-premise setup. There is not much cutting edge technologies being used. It's mostly vanilla Hive Tables on HDFS with inhouse scheduling tools.
That being said there is a slow transition towards GCP started in some of the teams.