Just to know, I suppose you performed a Full Color Calibration after changing BID developer roller. Try to do it with default parameters and ignoring history.
If you already did, you may try adjust your bid electrode voltage...<<< this surely will fix, but the problem will still be there
Rebuild your ink if necessary and clean the tank elements.