In 1858, Parker accepted a position as a school teacher in Bloomington, Indiana. He took a similar position in Pike County, Missouri after one term. During the summer of 1859, he traveled with an ox cart to the Pikes Peak area near the present location of Denver, Colorado. After a summer of prospecting he returned to his teaching position in Missouri.