 Wolfe was born in Rockglen, Saskatchewan on May 2, 1955, and was raised on the Wolfe family ranch within the Killdeer, Saskatchewan district west of Rockglen.He attended school at Killdeer before completing high school in Rockglen.He studied biology at the University of Saskatchewan and in 1979 he graduated with distinction from the Western College of Veterinary Medicine.