 Latrobe worked as a clerk in a mercantile house in Baltimore and as counsel for the Baltimore and Ohio Railroad in 1858.He then studied law with his father and was admitted to the Maryland bar in 1860.In 1860, he was also appointed judge-advocate-general by then Governor of Maryland, Thomas H. Hicks and assisted in reorganizing the Maryland state militia under the Act of 1868, which he authored.