OK, turns out the Bing map is loading (I had to zoom out to figure that out). The only problem is my graphic (pushpin) that is placed on the map as a result of geocoding, shows up somewhere in the ocean near Africa whereas the address that is supposed to be geocoded is in Virginia, USA.
How do I solve this issue?