I was in the same situation. It's quite a clever system really, in that to progress in the Society you have to get involved.
I joined as a Graduate and then jot involved and have now progressed up the scale from the contacts I made.
If you're really desperate to join, speak to Membership (Annabel Hallam), there are ways around it, involving getting more referees.