Helmke is a German surname. Notable people with the surname include:

Erika Helmke (1908–2002), German stage and film actress Hannes Helmke (born 1967), German sculptor Hendrik Helmke (born 1987), German footballer Paul Helmke (born 1948), American politician Till Helmke (born 1984), German sprinter