Martinez, who served as an active member of the US Army Signal Corps for several years, became interested in data science when pursuing her PhD at George Mason University. She held the position of science and technology program officer at the Office of Naval Research, where she established a research portfolio comprised of academia and industry performers developing data science products for the future Navy and Marine Corps.

