Once they gained access to the administrative wing of the jail, they stoles the keys to one of the corrections officer's vehicles and drove about a block away, where another vehicle was waiting for them, Gallia County Sheriff Matt Champlin told reporters at a press conference Sunday afternoon.

That vehicle has since been found in Pennsylvania, Champlin said. Pennsylvania State Police tweeted that they have reason to believe that Clemente is in the area of the Westmoreland Mall in Greensburg.

We have reason to believe the below pictured in mate escapee Christopher Clemente is in the area of the Westmoreland Mall. If seen please contact 911. Keep doors locked and make sure not to leave keys in vehicles. See attached news release from Gallia County pic.twitter.com/DfWwPyrXf1

— Troop A Public Information Officers (@PSPTroopAPIO) September 29, 2019

The U.S. Marshals Service is offering a reward of $2,500 per inmate for information leading to their apprehension, Champlin said.

The female corrections officers were not injured during the escape, he said. They were overseeing the male population because the two male corrections officers who were scheduled overnight called in sick.

The facility is short-staffed and unable to house inmates in individual cells due to the open-room layout that was designed in the 1980s to allow for more housing, Champlin said.

ABC News' Alexandra Faul contributed to this report.

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