By Dan Whitcomb

The unidentified gunman fled when the train pulled into a station in Manhattan and remained at large on Sunday evening, Kenneth Corey, NYPD chief of department, said at a news briefing.

“Preliminary investigation reveals the suspect was walking back and forth in the same train car and, without provocation, pulled out a gun and fired it at the victim at close range as the train was crossing the Manhattan Bridge,” Corey said.

The gunman, described only as a heavy-set, “dark-skinned” man with a beard wearing a hooded sweatshirt and sweat pants, fled when the train pulled into the next station, Corey said.

The suspect and the victim did not appear to know each other and had not interacted prior to the gunfire, police said. The victim, who was not identified by police, was pronounced dead at Bellvue Hospital.

New York City has seen a rise in violence, accompanied by a series of random attacks on subway system riders.

The transit violence has included passengers pushed onto the tracks from platforms, including a Manhattan woman whose murder was seen as part of a surge in hate crimes against Asian Americans.

On April 12, a gunman set off two smoke bombs and opened fire in a New York City subway car, wounding more than 20 people. A suspect identified as 62-year-old Frank James was taken into custody the following day.

(Reporting by Dan Whitcomb; Editing by Daniel Wallis)