Start failed for Job in SQL Server Agent

I am trying to schedule a job which executes stored procedure but it is failing.

DECLARE @return_value int
EXEC    @return_value = [dbo].[sp_WarehouseAttendance_New]
SELECT  'Return Value' = @return_value

If I try to run it manually, I am getting this error.

At the moment I am trying to run EXECUTE storedproc but it takes long time to complete.

I checked Services.msc and it shows as below.

Kindly let me know how to avoid this.

Thanks,
Ar