Mr George Floyd Eitemiller was born in Allegheny, Pennsylvania in November 1886.

He was the son of George M. Eitemiller (b. 1849), a telegraph operator, and his wife Cecilia May Winton (b. 1858). His father was also native to Pennsylvania and of German descent whilst his mother hailed from Virginia. The two were married on 31 March 1878 in St Paul's Evangelical Lutheran Church, Fulton, Pennsylvania. George had one sibling, a brother named Frank Winton (1878-1934).

George appears on the 1900 census living in Bellevue, Allegheny, Pennsylvania with his family. Later, on the 1910 census, he was living with his aunt and uncle John Saul and Minnie Lucock at an address in Detroit, Michigan.

George had been abroad as a European representative of a Cincinnati automobile company and his local address prior to joining the Titanic was the Bonnington Hotel, Southampton Row, London. He boarded the Titanic in Southampton as a second class passenger (ticket number 29751 which cost £13) and he was destined for 29 Webb Avenue, Detroit.

George Eitemiller died in the sinking and his body, if recovered, was never identified.

His mother Cecilia is believed to have died within a few years of him and his father moved to Kansas City, Missouri to be near his surviving son Frank. What became of him thereafter is uncertain.

His brother Frank worked in the nickel industry and was married twice, firstly in 1903 to Blanche Cromwell Patterson (1875-1962) before he divorced and married Estelle Sarah Tuthill (1883-1956). He had one child from his second marriage, also named Frank Winton (1924-1987). He later worked in the hotel industry and lived at different times in Missouri and Pennsylvania before settling in Toledo, Ohio where he died on 8 October 1934.