Whittemore became an Associate at the National Academy of Design in 1897 and became a founding member of the American Society of Miniature Painters in 1899. He won a silver medal at the Paris Exposition of 1900, the J.D. McCarthy Prize of the Pennsylvania Society of Miniature Painters in 1934, and the medal of honor of the California Society of Miniature Painters in 1942.