Salmon served as pastor of Village Baptist Church in Bowie, Maryland, for 33 years. During that time he wrote and preached at least 1,496 original Sunday morning sermons. Perhaps one of the greatest challenges of a long-term pastorate is coming up with something "new" to say every Sunday.