Most of the dictionaries refer to an oarsman (oarsmen) as a person who rows, especially as a member of a team. However, one dictionary did provide the terms oarsman, oarswoman.
Same thing female rowers are called: 'rowers'. Although, I suppose you could also call a male rower an 'oarsman'.
Rowers of both sex are called rowers.
it is called a rower in pe
Hugh Mason - rower - died in 2010.
John McKinlay - rower - was born in 1932.
Zhang Liang - rower - was born in 1987.
Jerzy Skolimowski - rower - died in 1985.
Chris Ahrens - rower - was born in 1976.
Duncan Grant - rower - was born in 1980.
Michael Evans - rower - was born in 1957.
Carl Pedersen - rower - died in 1968.