Thanks for your feedback!
Controls are actually customizable, by clicking the controller images at the bottom, or the cross icon at the top.
Current default control layout pre-date the online mode, so it is made to be the less terrible option for two players on one keyboard. I guess it should be changed now that online is an option, and it is common to have only one player per computer :) What would be your most intuitive default keyboard control?