have you made sure your adjustment knobs are as tight as possible?
I found that if I tightened all my knobs to max I could, then leveled by loosening some and adjusting the z offset, it would stay there for much longer.
Personally, I wouldn't recommend open back for commute as you can hear everybody else and everyone else can also hear you. They are very much moreso for at home use.
I'm not :(