Running the Report | Server Alarm Report, all failed SQL Agent jobs can be seen in the report.

However looking at the same time frame for the same failed jobs in the View | SQL Server Operations | Failed SQL Agent Jobs of the Spotlight GUI, they do not show up at all.
WORKAROUND:
None.
STATUS:
Waiting for a fix in a future release of Spotlight on SQL Server Enterprise.