Actually, what I've found, especially with a single pickup MM style active bass, is that an L-pad on the input is preferable to the output, or any other gain-set adjustment that happens after the input buffer.
The reason is that the pickup is buffered directly by typically 1meg, with no volume or blend pots between it and the pre, and I think you'd be disappointed by just how similar the series and parallel sounds are when their volumes are the same.
The advantage of having the L-pad on the input of the preamp for series mode, is that you are both attenuating the pickup and also lowering the input Z of the pre. This gives you a much more recognisable series tone. IOW, warmer. Therefore making the switch far more useful. As I said, I've had this type of wiring in many of my basses over the years. It works especially well as a slap switch.
If you do go ahead and put a preamp in, you may want to think about a switch that goes from passive-series to active-parallel. This is great as a slap switch.