Born in Philadelphia in 1893, David Spivak (Haim David Spivak) and his family moved to Denver in 1895. Spivak's father was a physician and among the founders of the Jewish Consumptive's Relief Society (established in Denver, 1904).. He attended elementary and high school in Denver, and was briefly enrolled at the University of Denver, where his mother taught Russian. He was drawn to art at a young age, however the University of Denver did not offer a degree program in fine art, and art education in the Denver area was lacking. Spivak's father, Dr. Charles Spivak, prominent Denver physician and founder of the Jewish Consumptives Relief Society, was concerned about his son's career choice, hoping David would instead follow in his footsteps. David's mother, however, recognized her son's artistic talent and felt it needed nurturing. In 1912, Spivak moved to Chicago to attend the Chicago Art Institute where he worked under John Morton and Wellington Reynolds (1865 ? 1949). After a two-year stint in Chicago, Spivak spent 3 years in New York attending the Arts Students League where he studied under Robert Henri, a prominent Ashcan School artist. Between 1914 and 1917, Spivak mostly painted portraiture, and Henri's artistic influence can be seen in Spivak's work during this period.

Spivak was drafted into the Army in 1918 because of World War I. He spent a year stationed at Kelly Field in San Antonio, Texas. In 1919, he moved back to Denver in and began working as an artist. His dedication to art extended beyond art making into education. He taught at various high schools throughout Denver, as well as the Denver Academy of Applied Arts, the Denver Art Institute, and the Chappell School of Art. Spivak was also a central figure in the art community, helping to develop the Denver Art Museum, as a founding member, along with Dean Babcock and Albert Bancroft, of the Denver Artists Guild in 1928 (where he served as president at the time of his death), and as the head of fine art exhibits at the Colorado State Fair. He believed that bringing art into the lives of all people, regardless of status or class, was paramount.

In his short life, Spivak was quite prolific, producing over 300 paintings between 1914 and 1932. He excelled in landscape painting and portraiture, and his style was rooted in impressionism. Spivak's contemporaries who also painted in an impressionistic manner include Robert Graham, Frank Vavra, and John Thomson. Spivak also painted murals for St. Thomas Seminary, B.M.H. Synagog, and the Jewish Consumptive Relief Society. He died of a brain tumor in 1932, at the age of 39.