We report the draft genome sequence for Enterococcus plantarum strain TRW2, isolated from the phyllosphere of romaine lettuce. The draft sequence consists of 3,383,441 bp, with a G+C content of 35.8% and 3,218 protein-coding genes. None of the 22,190 known antibiotic resistance genes were detected.