Candlish is a Scottish surname. Notable people with the surname include:
James Smith Candlish (1835–1892), Scottish minister, son of Robert John Candlish (1816–1874), British glass bottle manufacturer and Liberal Party politician Louise Candlish, British author Robert Smith Candlish (1806–1873), Scottish minister, father of James
See also McCandlish, a related surname