Job that never finishes in the Batch Apps Service?

We have a job that never finishes, the single task that it runs says it's finished but the job never ends. I end up having to cancel it.
The task that runs takes about 33 minutes or so to complete. Could whatever that monitors the job timeout waiting for the task to finish?
here's the log that we see for the job
2/25/2015 7:51:55 AM - (1) Completed task processing.
2/25/2015 7:51:54 AM - (1) Finished uploading outputs to blob storage.
2/25/2015 7:51:54 AM - (1) Uploading outputs to blob storage.
2/25/2015 7:51:54 AM - (1) Task output 0 files
2/25/2015 7:51:54 AM - (1) Completed external process.
2/25/2015 7:19:18 AM - (1) Starting external process.
2/25/2015 7:19:18 AM - (1) Completed assets download.
2/25/2015 7:19:18 AM - (1) Downloading assets to local storage.
2/25/2015 7:19:12 AM - (1) Starting task processing.
2/25/2015 7:18:31 AM - (Job) Job splitter finished
2/25/2015 7:18:23 AM - (Job) Job splitter started
2/25/2015 7:18:12 AM - (Job) The job orchestrator started
2/25/2015 7:13:05 AM - (Job) Using auto pool C14F1D31-BE60-4D02-9003-C05021B3C470
2/25/2015 7:13:05 AM - (Job) Requesting Azure compute resources - this may take several minutes
2/25/2015 7:13:03 AM - (Job) Job queued for processing
2/25/2015 7:13:01 AM - (Job) Job request received

Unfortunately, posting our code here really isn't possible.
I can describe what we're doing and seeing.
We're not using the batch service to run command line applications. In our task processor, we're determining what classes to create and call and call them in process.  We have a lot of job types (above 15 and counting) that we need to run, so we opted
to combine them into a single class library and call them that way. None of our jobs output any files, all of our output get persisted to blob storage. We're using the batch service kind of as an on-demand cloud worker infrastructure. 
It seems like the issue (jobs that never end) are random.  It's not always the same job and it's not always long running ones.  When the issue does crop up, our task completes without any errors. We do see the results of our jobs in blob storage.
 Also in our task processor, we set the TaskProcessResult's ProcessorOutput property to any messages we've logged.  We can download and see those log messages in the portal.
We also see 2 tasks created for the job, our task and the default merge (we don't create merge tasks for our jobs).
Would the job id's or logs help in any way?

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