Estep was elected as a Republican to the Seventieth, Seventy-first, and Seventy-second Congresses. He was an unsuccessful candidate for reelection in 1932. He resumed the practice of law until his retirement in 1964. He died in Oakland, Pennsylvania, and is buried in Allegheny Cemetery.