West Hudson Bay is more a concern. All the years I have been going up I have never seen a bear on the land. they are more prevalent along the coast south in the bay. I used to see a lot of Caribou but even those are not as visible now. However if you are concerned check with the locals about any local bear activity.
http://touriqaluit.com/getaways/