No. Electric eels live in freshwater, not saltwater. They inhabit slow-moving rivers, streams, swamps, pools, and oxbow lakes in northern South America, especially the Amazon and Orinoco basins.
Despite the name, they are freshwater knifefishes (genus Electrophorus), not true eels. They often use poorly oxygenated backwaters and surface regularly to breathe air.