22-year-old Josue Reyna is wanted in connection to a drive-by shooting in November 2011.
Friday, DPS announced they were doubling their reward offer for anyone with information that leads to Reyna's capture.
Those with a valid tip can get up to $17,500.00.
A DPS release says Reyna is considered armed and dangerous and that he may be hiding out in Mexico.
DPS says several members of Reyna family has connections to Mexican drug cartels.
If you have any information that could help DPS, you're asked to call the Texas Crime Stoppers tip line.