In Hamilton, Johns pursued a degree in mathematics and physics at McMaster University, and he completed his Bachelor of Science degree (BSc) in 1936. He then moved to the University of Toronto, where he earned his Master of Arts and Doctor of Philosophy (PhD) degrees in physics in 1939.