Our Swim Team is located in Owings Mills, Maryland and practices at the Rosenbloom Owings Mills JCC. The team's history stretches back to the 1950s, but the team first became known as the Baltimore JCC Barracudas in 1977, when the first outdoor pool was built for the Shapiro Recreation Park (now the Shapiro Aquatics Park) on Gywnnbrook Avenue.

The team joined USA Swimming in 2007. The USA Swimming-affiliated swim team of the JCC of Greater Baltimore is officially called JCC Swimming. JCC Swimming participates in meets throughout the year as part of Maryland Swimming.

In 2010, the team merged with another team (the Baltimore Metro Aquatic Club, or BMAC) under the leadership of Head Coach Brendan McElroy. Later that year, the team sent its first swimmer to the USA Swimming Junior National Championships.

In 2015, Nolan Plant became the team's first Scholastic All-American.