Maybe a professional steam cleaner?

Are you sure that is dirt? Or is it just the tinting of stampled concrete to give the appearance of natural stone?

Pressure washing without any cleaner added will typically clean the dirtiest concrete (unless permanently stained). I'd expect yours is intended to have these markings and they are integral to the concrete itself.