Tashima (written: 田嶋 or 田島 lit. "field island") is a Japanese surname. Notable people with the surname include:

A. Wallace Tashima (born 1934), American judge Chris Tashima (born 1960), American actor and film director , Japanese footballer , Japanese singer and idol , Japanese footballer

See also Tajima (disambiguation)