Oxidation does occur during the curing process but not to extent of depletion of ambient oxygen supply. Assuming this is an active manhole, I would look to the influent/effluent as being a probable cause.
Considering the levels you have noted, I would also check the instrument to see if it is reading properly. Two percent oxygen is extremely low. Have you checked for volatiles (methane, etc.)?