 Clarke was born on October 18, 1868 in New York City.He moved to New Mexico in his early childhood, was raised in Indian territory, and studied civil engineering in Santa Fe at Brothers College.He began his professional career in the Three-I League in , and made his debut for the Orioles on May 1, 1893.