I moved to Chicago from SF and took a substantial hit.  But I was doing a lateral move and am still early in a career change.  If you are moving to a higher position or you have lot of experience you may carry better across geos.  Like a guy I know is long time marketer and got wined and dined by 20ish startups in Chicago.  Im sure he did fine on salary.