Pearson was attached to the South Lancashire Regiment and served briefly in France during January 1940. On 8 June 1940, after the end of Operation Dynamo, he returned to France with the 6th Highland Light Infantry. He fought in the Battle of France with the Second British Expeditionary Force. He was evacuated on 17 June as part of Operation Ariel.