Expanding and slightly correcting the answer by bradgonesurfing, you can do this without any addons. First, create the text strip in the Video Sequence Editor and give it a name like "Timer". Now, create a Python script similar to this:
# Arrange to update a VSE text strip to show elapsed time.
# Put this file next to your .blend file, ...