From 1918 to 1923, Hurtado attended the Pontificia Universidad Católica de Chile. He studied in its law school and wrote his thesis on labour law. He had to interrupt his education because he was required to serve in the military. However, he was able to go back to school afterward, and earned his degree early in August 1923.