Step 1

Open Microsoft SQL Server Management Studio and click SQL Server Agent.

Step 2

Click Job Activity Monitor

Step 3

Check Job status, if still running

Step 4

Click on Job, that is running, and stop it.

Step 5

The Job stopped

From my SQL Server DBA handbook.