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@srikanth nairโ When a user creates a job, that particular user email will be added to Run As. When the job runs, it will use this user's permissions. If you want to change it you can change it by transferring the job ownership.
Please refer to the doc for changing the job permission.
I'm surprised why there no options to select "Run as" as something like "system user". Why all this complication with Service Principal? Where to report this ?