Marquice Prather, 37, of Linden, was arrested Friday on charges of third-degree tampering with public records or information and fourth-degree falsifying or tampering with records. He was suspended without pay and released without bail.
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Prather's attorney said he will plead not guilty.
State police began looking into the three-year veteran after several women complained about his conduct.
Investigators found that Prather showed a pattern of stopping women between the ages of 20 and 35 to ask them to go on dates or for their phone numbers.
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Investigators said Prather would turn off his wireless microphone during the stops and falsely report it had malfunctioned. They also said he manipulated data to conceal that he was targeting a high number of women drivers.
The trooper joined the police force in 2013 and makes an annual salary of $60,749, state payroll records showed. He was assigned to the division's Holmdel barracks, which patrols the Garden State Parkway.
A conviction on the third-degree charge carries a sentence of three to five years in state prison and a fine of up to $15,000 and fourth-degree carries a sentence of up to 18 months in prison and a fine of up to $10,000.