For a short time I was "working two jobs" as part of a transition (everyone was aware) and I found it almost impossible to even manage one or two meetings a week at each job - conflicts were crazy.
What are you supposed to do when you have a conflict, if you're keeping things secret? "that time doesn't work for me" "uh, why? I just hired you. You have another meeting?"