An electronic logbook is essentially mandatory as far as I'm concerned. My last few job applications had gigantic time grids requiring oddball combinations of times that would have been impossible to fill from a paper logbook.
I used to keep a paper one in parallel for the sentimental value, but it was unfortunately lost.