A–K
- Aase Olesen (1934–2013), Danish politician
- Andrea Olsen (born 1961), American politician
- Angel Olsen (born 1987), American singer.
- Annelise Damm Olesen (born 1942), Danish retired middle-distance runner
- Anton Olsen (U.S. Navy) (1873–1924), Spanish–American War Medal of Honor recipient
- Ben Olsen (born 1977), American soccer player
- Bjørk Herup Olsen (born 1991), Faroese athlete
- Bjørnar Olsen (born 1958), Norwegian archaeologist
- Brian Olsen (born 1975), American mixed martial artist
- Carsten Olsen (1891–1974), Danish plant ecologist and physiologist
- Charles Olsen (1910–1970), American poet renowned for his provocative style and large body of works
- Dorothy Olsen (1916–2019), American aircraft pilot and member of the Women Airforce Service Pilots (WASPs)
- Elizabeth Olsen (born 1989), American actress
- Eric Christian Olsen (born 1977), American actor
- Eunice Olsen (born 1977), Singaporean actress and model
- Frances Olsen (born 1945), American law professor at UCLA, feminist law scholar.
- Frederik-Valdemar Olsen (1877–1962), Danish soldier, commander in chief of the Belgian Congo Force Publique
- Gary Olsen (1957–2000), English actor
- Greg Olsen (disambiguation), multiple people
- Gregory Olsen (born 1945), American entrepreneur and scientist, space tourist
- Harold Olsen (1895–1953), American college sports coach
- Helle Olsen, better known as Helle Helle, Danish writer born 1965
- Hilde Gunn Olsen (born 1992), Norwegian footballer
- Inger Pors Olsen (born 1966), Danish rower
- Jens Olsen (1872–1945), Danish clockmaker and locksmith
- John Olsen (1928–2023), Australian artist
- John Olsen (born 1945), 42nd Premier of South Australia
- José María Figueres Olsen (born 1954), 42nd President of Costa Rica
- Karen Olsen Beck (born 1933), Danish American-Costa Rican diplomat and politician
- Ken Olsen (1926–2011), American engineer, co-founder of Digital Equipment Corporation
- Kirsten Olesen (born 1949), Danish actress
- Kjeld Olesen (born 1932), Danish politician
- Kristoffer Olsen (1883–1948), a Norwegian sailor who competed in the 1920 Summer Olympics
- Kurt Olsen, American attorney who worked on efforts to overturn 2020 election
L–Z
- Larry Olsen (disambiguation), multiple people
- Lisa Olsen (born 1956), Canadian skydiver
- Maria Olsen, South African film producer
- Maria Olsen, New Zealand artist
- Martin Olsen (disambiguation), multiple people
- Mary-Kate and Ashley Olsen (born 1986), American actress twins
- Merlin Olsen, Hall of Fame NFL American football player and TV color commentator
- Michael Olsen (disambiguation), multiple people
- Moroni Olsen (1889–1954), American actor
- Niels Olsen, original name of Cornelius Cruys, 17th century Norwegian-Dutch admiral in Russian service
- Norman Eugene Olsen (December 1, 1914 – October 1977) was an American football tackle
- Ole Olsen (disambiguation), multiple people
- Ollie Olsen (born 1958), Australian-based multi-instrumentalist, composer and sound designer.
- Peder Olsen Walløe (1716–1793), Danish-Norwegian Arctic explorer
- Penelope Diane Olsen, Australian ornithologist and author
- Peter B. Olsen (1848–1926), American politician
- Poppy Starr Olsen (born 2000), Australian skateboarder
- Robin Olsen, (born 1990), Swedish football goalkeeper
- Sally Olsen (1912–2006), Norwegian-born American social worker and missionary
- Sally Olsen (Minnesota politician) (1934–2022), American lawyer and politician
- Scott Olsen (born 1984), American Major League Baseball pitcher for the Florida Marlins
- Søren Olesen (1891–1973), Danish teacher and politician
- Súni Olsen, a Faroese football player
- Susan Olsen (born 1961), American actress best known as Cindy Brady on The Brady Bunch
- Tava Olsen, New Zealand professor in supply chain management
- Tillie Olsen (1912–2007), American writer, feminist, and political activist
- Viktor Olsen (1924–2023), Norwegian long-distance runner
- Olsen Brothers, Danish rock/pop music duo
Fictional characters with the surname include
See also
This page lists people with the
surname Olsen.
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