As I recall, service only is scheduled for 1 day a week, on Saturdays. This seemed to be common for many of the Caribbean destinations that DL flies to.
The only option would be to move my whole trip back 1 week... but that would cause the kids to miss a week of school. They'd be fine with that, but it's not an option as far as my wife and I are concerned.