An unidentified gunmen opened indiscriminate fire outside the iconic Empire State Building here today killing one person and injuring ten others, before being shot down by the police, the third such incident in the US in nearly one month.

"Ten people were injured and the shooter was shot down," a New York Police Department spokesperson told PTI.