Ask girl at work out and move jobs.
No professional integrity compromised by workplace romance and improved career prospects.
You never know, it could end up being a masterstroke: new girl and new career.
Do this.
Never treat your work like family, as ultimately those people that you work with will drop you in a moments notice if they get a better job / offer elsewhere.
Moving to another job with better prospects is never a bad idea, especially if you'll enjoy the new job.