As of Wednesday afternoon, the fallen officer has not been publicly identified.
"It is with profound sadness that we share the heartbreaking news of the loss of one of our own, who was killed in the line of duty today," the department posted to Facebook late Tuesday night. "This tragic loss is a solemn reminder of the dedication and bravery of those who serve and protect our community."
The situation unfolded around 2:13 p.m., when officers received a report of a person pointing a gun at another person, Fox News reports.
The suspect ignored responding officers' commands and took off running, police said. The armed suspect was located by an officer who ordered him to show his hands, but, instead, "an exchange of gunfire ensued," police said.
Police said the officer "was struck multiple times during the exchange but was able to return fire, striking the subject."